Parsing Spoken Language: A Semantic Caseframe Approach. - Philip J. Hayes; Alexander G. Hauptmann; Jaime G. Carbonell; Masaru Tomita (COLING, 1986)

On quick word spotting techniques. - Sei-ichi Nakagawa; Alexander G. Hauptmann; Masaru Tomita (ICASSP, 1986)

Sentence parsing with weak grammatical constraints. - Richard M. Stern; Wayne H. Ward; Alexander G. Hauptmann; Juan Leon (ICASSP, 1987)

Using Dialog-Level Knowledge Sources to Improve Speech Recognition. - Alexander G. Hauptmann; Sheryl R. Young; Wayne H. Ward (AAAI, 1988)

Parsing spoken phrases despite missing words. - Wayne H. Ward; Alexander G. Hauptmann; Richard M. Stern; Thomas Chanak (ICASSP, 1988)

Talking to Computers: An Empirical Investigation. - Alexander G. Hauptmann; Alexander I. Rudnicky (Int. J. Man Mach. Stud., 1988)

Speech and gestures for graphic image manipulation. - Alexander G. Hauptmann (CHI, 1989)

Layering Predictions: Flexible Use of Dialog Expectation in Speech Recognition. - Sheryl R. Young; Wayne H. Ward; Alexander G. Hauptmann (IJCAI, 1989)

High Level Knowledge Sources in Usable Speech Recognition Systems. - Sheryl R. Young; Alexander G. Hauptmann; Wayne H. Ward; Edward T. Smith; Philip Werner (Commun. ACM, 1989)

A Comparison of Speech and Typed Input. - Alexander G. Hauptmann; Alexander I. Rudnicky (HLT, 1990)

From Syntax to Meaning in Natural Language Processing. - Alexander G. Hauptmann (AAAI, 1991)

Models for evaluating interaction protocols in speech recognition. - Alexander I. Rudnicky; Alexander G. Hauptmann (CHI, 1991)

JANUS: a speech-to-speech translation system using connectionist and symbolic processing strategies. - Alex Waibel; Ajay N. Jain; Arthur E. McNair; Hiroaki Saito 001; Alexander G. Hauptmann; Joe Tebelskis (ICASSP, 1991)

Towards a Reading Coach that Listens: Automated Detection of Oral Reading Errors. - Jack Mostow; Alexander G. Hauptmann; Lin Lawrence Chase; Steven F. Roth (AAAI, 1993)

SPEAKEZ: a first experiment in concatenation synthesis from a large corpus. - Alexander G. Hauptmann (EUROSPEECH, 1993)

Speech recognition applied to reading assistance for children: a baseline language model. - Alexander G. Hauptmann; Lin Lawrence Chase; Jack Mostow (EUROSPEECH, 1993)

Gestures with Speech for Graphic Manipulation. - Alexander G. Hauptmann; Paul McAvinney (Int. J. Man Mach. Stud., 1993)

A Reading Coach that Listens: (Edited) Video Transcript. - Jack Mostow; Alexander G. Hauptmann; Steven F. Roth; Matthew Kane; Adam Swift; Lin Lawrence Chase; Bob Weide (AAAI, 1994)

A Prototype Reading Coach that Listens. - Jack Mostow; Steven F. Roth; Alexander G. Hauptmann; Matthew Kane (AAAI, 1994)

A Prototype Reading Coach that Listens: Summary of Project LISTEN. - Alexander G. Hauptmann; Jack Mostow; Steven F. Roth; Matthew Kane; Adam Swift (HLT, 1994)

Survey of Current Speech Technology. - Alexander I. Rudnicky; Alexander G. Hauptmann; Kai-Fu Lee (Commun. ACM, 1994)

Speech recognition in the Informedia Digital Video Library: uses and limitations. - Alexander G. Hauptmann (ICTAI, 1995)

Speech for Multimedia Information Retrieval. - Alexander G. Hauptmann; Michael J. Witbrock; Alexander I. Rudnicky (ACM Symposium on User Interface Software and Technology, 1995)

Demonstration of a Reading Coach that Listens. - Jack Mostow; Alexander G. Hauptmann; Steven F. Roth (ACM Symposium on User Interface Software and Technology, 1995)

News-on-Demand: An Application of Informedia® Technology. - Alexander G. Hauptmann; Michael J. Witbrock; Michael G. Christel (D Lib Mag., 1995)

Artificial Intelligence Techniques in the Interface to a Digital Video Library. - Alexander G. Hauptmann; Michael J. Witbrock; Michael G. Christel (CHI Extended Abstracts, 1997)

Using Words and Phonetic Strings for Efficient Information Retrieval from Imperfectly Transcribed Spoken Documents. - Michael J. Witbrock; Alexander G. Hauptmann (ACM DL, 1997)

Indexing and search of multimodal information. - Alexander G. Hauptmann; Howard D. Wactlar (ICASSP, 1997)

Experiments in Spoken Document Retrieval at CMU. - Matthew Siegler; Michael J. Witbrock; Seán Slattery; Kristie Seymore; R. E. Jones; Alexander G. Hauptmann (TREC, 1997)

Story Segmentation and Detection of Commercials in Broadcast News Video. - Alexander G. Hauptmann; Michael J. Witbrock (ADL, 1998)

Topic Labeling of Broadcast News Stories in the Informedia Digital Video Library. - Alexander G. Hauptmann; Danny Lee (ACM DL, 1998)

Hierarchical cluster language modeling with statistical rule extraction for rescoring n-best hypotheses during speech decoding. - Photina Jaeyun Jang; Alexander G. Hauptmann (ICSLP, 1998)

Experiments in Spoken Document Retrieval at CMU. - Matthew Siegler; Adam L. Berger; Michael J. Witbrock; Alexander G. Hauptmann (TREC, 1998)

Speech Recognition for a Digital Video Library. - Michael J. Witbrock; Alexander G. Hauptmann (J. Am. Soc. Inf. Sci., 1998)

Adjustable Filmstrips and Skims as Abstractions for a Digital Video Library. - Michael G. Christel; Alexander G. Hauptmann; Adrienne Warmack; Scott A. Crosby (ADL, 1999)

Improving Acoustic Models with Captioned Multimedia Speech. - Photina Jaeyun Jang; Alexander G. Hauptmann (ICMCS, Vol. 2, 1999)

Selection for acoustic coverage from unlimited speech extracted from closed-captioned TV. - Photina Jaeyun Jang; Alexander G. Hauptmann (EUROSPEECH, 1999)

Laughter extracted from television closed captions as speech recognizer training data. - Paul E. Kennedy; Alexander G. Hauptmann (EUROSPEECH, 1999)

CMU Spoken Document Retrieval in Trec-8: Analysis of the role of Term Frequency TF. - Matthew Siegler; Rong Jin 001; Alexander G. Hauptmann (TREC, 1999)

Lessons Learned from Building a Terabyte Digital Video Library. - Howard D. Wactlar; Michael G. Christel; Yihong Gong; Alexander G. Hauptmann (Computer, 1999)

Informedia Experience-on-Demand: Capturing, Integrating and Communicating Experiences across People, Time and Space. - Howard D. Wactlar; Michael G. Christel; Alexander G. Hauptmann; Yihong Gong (ACM Comput. Surv., 1999)

Guest Editor's Introduction: Integrating and Using Large Databases of Text, Images, Video, and Audio. - Alexander G. Hauptmann (IEEE Intell. Syst., 1999)

Learning to Recognize Speech by Watching Television. - Photina Jaeyun Jang; Alexander G. Hauptmann (IEEE Intell. Syst., 1999)

Automatic title generation for EM. - Paul E. Kennedy; Alexander G. Hauptmann (ACM DL, 2000)

Data Analysis for a Multimedia Library. - Alexander G. Hauptmann; Rong Jin 001; Howard D. Wactlar (ELSNET Summer School, 2000)

Title generation for spoken broadcast news using a training corpus. - Rong Jin 001; Alexander G. Hauptmann (INTERSPEECH, 2000)

Complementary Video and Audio Analysis for Broadcast News Archives. - Howard D. Wactlar; Alexander G. Hauptmann; Michael G. Christel; Ricky Houghton; Andreas M. Olligschlaeger (Commun. ACM, 2000)

Title Generation Using a Training Corpus. - Rong Jin 001; Alexander G. Hauptmann (CICLing, 2001)

Learning to Select Good Title Words: An New Approach based on Reverse Information Retrieval. - Rong Jin 001; Alexander G. Hauptmann (ICML, 2001)

Title Generation for Machine-Translated Documents. - Rong Jin 001; Alexander G. Hauptmann (IJCAI, 2001)

Demonstration of hierarchical document clustering of digital library retrieval results. - Christopher R. Palmer; J. Pesenti; Raúl E. Valdés-Pérez; Michael G. Christel; Alexander G. Hauptmann; Tobun Dorbin Ng; Howard D. Wactlar (JCDL, 2001)

Automatic Title Generation for Spoken Broadcast News. - Rong Jin 001; Alexander G. Hauptmann (HLT, 2001)

Meta-scoring: Automatically Evaluating Term Weighting Schemes in IR without Precision-Recall. - Rong Jin 001; Christos Falusos; Alexander G. Hauptmann (SIGIR, 2001)

Video Retrieval with the Informedia Digital Video Library System. - Alexander G. Hauptmann; Rong Jin 001; Norman Papernick; Tobun Dorbin Ng; Yanjun Qi; Ricky Houghton; Sue Thornton 001 (TREC, 2001)

A New Probabilistic Model for Title Generation. - Rong Jin 001; Alexander G. Hauptmann (COLING, 2002)

The TREC2001 Video Track: Information Retrieval on Digital Video Information. - Alan F. Smeaton; Paul Over; Cash Costello; Arjen P. de Vries; David S. Doermann; Alexander G. Hauptmann; Mark E. Rorvig; John R. Smith; Lide Wu (ECDL, 2002)

Using a probabilistic source model for comparing images. - Rong Jin 001; Alexander G. Hauptmann (ICIP (3), 2002)

A Probabilistic Model for Camera Zoom Detection. - Rong Jin 001; Yanjun Qi; Alexander G. Hauptmann (ICPR (3), 2002)

Video retrieval with multiple image search strategies. - Alexander G. Hauptmann; Michael G. Christel; Norman Papernick (JCDL, 2002)

Multi-modal information retrieval from broadcast video using OCR and speech recognition. - Alexander G. Hauptmann; Rong Jin 001; Tobun D. Ng (JCDL, 2002)

Video-cuebik: adapting image search to video shots. - Alexander G. Hauptmann; Norman Papernick (JCDL, 2002)

A wearable digital library of personal conversations. - Wei-Hao Lin 003; Alexander G. Hauptmann (JCDL, 2002)

Meta-classification: Combining Multimodal Classifiers. - Wei-Hao Lin 003; Alexander G. Hauptmann (Revised Papers from MDM/KDD and PAKDD/KDMCD, 2002)

Collages as dynamic summaries for news video. - Michael G. Christel; Alexander G. Hauptmann; Howard D. Wactlar; Tobun D. Ng (ACM Multimedia, 2002)

News video classification using SVM-based multimodal classifiers and combination strategies. - Wei-Hao Lin 003; Alexander G. Hauptmann (ACM Multimedia, 2002)

Meta-Classification of Multimedia Classifiers. - Wei-Hao Lin 003; Rong Jin 001; Alexander G. Hauptmann (KDMCD, 2002)

Title language model for information retrieval. - Rong Jin 001; Alexander G. Hauptmann; ChengXiang Zhai (SIGIR, 2002)

Language model for IR using collection information. - Rong Jin 001; Luo Si; Alexander G. Hauptmann; James P. Callan (SIGIR, 2002)

Video Classification and Retrieval with the Informedia Digital Video Library System. - Alexander G. Hauptmann; Rong Yan; Yanjun Qi; Rong Jin 001; Michael G. Christel; Mark Derthick; Ming-Yu Chen 001; Robert V. Baron; Wei-Hao Lin 003; Tobun D. Ng (TREC, 2002)

Multimedia Search with Pseudo-relevance Feedback. - Rong Yan; Alexander G. Hauptmann; Rong Jin 001 (CIVR, 2003)

Information retrieval for OCR documents: a content-based probabilistic correction model. - Rong Jin 001; ChengXiang Zhai; Alexander G. Hauptmann (DRR, 2003)

On predicting rare classes with SVM ensembles in scene classification. - Rong Yan; Yan Liu 002; Rong Jin 001; Alexander G. Hauptmann (ICASSP (3), 2003)

Automatically Labeling Video Data Using Multi-class Active Learning. - Rong Yan; Jie Yang 001; Alexander G. Hauptmann (ICCV, 2003)

Learning to identify video shots with people based on face detection. - Rong Jin 001; Alexander G. Hauptmann (ICME, 2003)

Supervised classification for video shot segmentation. - Yanjun Qi; Alexander G. Hauptmann; Ting Liu 005 (ICME, 2003)

A Faster Iterative Scaling Algorithm for Conditional Exponential Model. - Rong Jin 001; Rong Yan; Jian Zhang 003; Alexander G. Hauptmann (ICML, 2003)

Modified Logistic Regression: An Approximation to SVM and Its Applications in Large-Scale Text Categorization. - Jian Zhang 003; Rong Jin 001; Yiming Yang; Alexander G. Hauptmann (ICML, 2003)

Constant Density Displays Using Diversity Sampling. - Mark Derthick; Michael G. Christel; Alexander G. Hauptmann; Howard D. Wactlar (INFOVIS, 2003)

The combination limit in multimedia retrieval. - Rong Yan; Alexander G. Hauptmann (ACM Multimedia, 2003)

Negative pseudo-relevance feedback in content-based video retrieval. - Rong Yan; Alexander G. Hauptmann; Rong Jin 001 (ACM Multimedia, 2003)

Video retrieval using speech and image information. - Alexander G. Hauptmann; Rong Jin 001; Tobun Dorbin Ng (Storage and Retrieval for Media Databases, 2003)

Informedia at TRECVID 2003 : Analyzing and Searching Broadcast News Video. - Alexander G. Hauptmann; Robert V. Baron; Ming-Yu Chen 001; Michael G. Christel; Pinar Duygulu; C. Huang; Rong Jin 001; Wei-Hao Lin 003; Tobun D. Ng; Neema Moraveji; Norman Papernick; Cees G. M. Snoek; et al. (TRECVID, 2003)

Web Image Retrieval Re-Ranking with Relevance Model. - Wei-Hao Lin 003; Rong Jin 001; Alexander G. Hauptmann (Web Intelligence, 2003)

What's News, What's Not? Associating News Videos with Words. - Pinar Duygulu; Alexander G. Hauptmann (CIVR, 2004)

Towards a Large Scale Concept Ontology for Broadcast Video. - Alexander G. Hauptmann (CIVR, 2004)

Co-retrieval: A Boosted Reranking Approach for Video Retrieval. - Rong Yan; Alexander G. Hauptmann (CIVR, 2004)

Finding Person X: Correlating Names with Visual Appearances. - Jun Yang 003; Ming-yu Chen 001; Alexander G. Hauptmann (CIVR, 2004)

Articulated Motion Modeling for Activity Analysis. - Jiang Gao; Robert T. Collins; Alexander G. Hauptmann; Howard D. Wactlar (CVPR Workshops, 2004)

Combining Motion Segmentation with Tracking for Activity Analysis. - Jiang Gao; Alexander G. Hauptmann; Howard D. Wactlar (FGR, 2004)

Searching for a specific person in broadcast news video. - Ming-yu Chen 001; Alexander G. Hauptmann (ICASSP (3), 2004)

Towards robust face recognition from multiple views. - Ming-yu Chen 001; Alexander G. Hauptmann (ICME, 2004)

Comparison and combination of two novel commercial detection methods. - Pinar Duygulu; Ming-yu Chen 001; Alexander G. Hauptmann (ICME, 2004)

Merging rank lists from multiple sources in video classification. - Wei-Hao Lin 003; Alexander G. Hauptmann (ICME, 2004)

Modeling timing features in broadcast news video classification. - Wei-Hao Lin 003; Alexander G. Hauptmann (ICME, 2004)

Detection of TV news monologues by style analysis. - Cees Snoek; Marcel Worring; Alexander G. Hauptmann (ICME, 2004)

Multi-class active learning for video semantic feature extraction. - Rong Yan; Alexander G. Hauptmann (ICME, 2004)

Dining Activity Analysis Using a Hidden Markov Model. - Jiang Gao; Alexander G. Hauptmann; Ashok Bharucha; Howard D. Wactlar (ICPR (2), 2004)

Multi-modal classification in digital news libraries. - Ming-yu Chen 001; Alexander G. Hauptmann (JCDL, 2004)

Video grammar for locating named people. - Jun Yang 003; Alexander G. Hauptmann (JCDL, 2004)

Successful approaches in the TREC video retrieval evaluations. - Alexander G. Hauptmann; Michael G. Christel (ACM Multimedia, 2004)

Learning query-class dependent weights in automatic video retrieval. - Rong Yan; Jun Yang 003; Alexander G. Hauptmann (ACM Multimedia, 2004)

Naming every individual in news video monologues. - Jun Yang 003; Alexander G. Hauptmann (ACM Multimedia, 2004)

Confounded Expectations: Informedia at TRECVID 2004. - Alexander G. Hauptmann; Ming-Yu Chen 001; Michael G. Christel; C. Huang; Wei-Hao Lin 003; Tobun D. Ng; Norman Papernick; A. Velivelli; Jie Yang 001; Rong Yan; H. Yang; Howard D. Wactlar (TRECVID, 2004)

Automated Analysis of Nursing Home Observations. - Alexander G. Hauptmann; Jiang Gao; Rong Yan; Yanjun Qi; Jie Yang 001; Howard D. Wactlar (IEEE Pervasive Comput., 2004)

The Use and Utility of High-Level Semantic Features in Video Retrieval. - Michael G. Christel; Alexander G. Hauptmann (CIVR, 2005)

Lessons for the Future from a Decade of Informedia Video Analysis Research. - Alexander G. Hauptmann (CIVR, 2005)

Assessing Effectiveness in Video Retrieval. - Alexander G. Hauptmann; Wei-Hao Lin 003 (CIVR, 2005)

Putting active learning into multimedia applications: dynamic definition and refinement of concept classifiers. - Ming-yu Chen 001; Michael G. Christel; Alexander G. Hauptmann; Howard D. Wactlar (ACM Multimedia, 2005)

Multiple instance learning for labeling faces in broadcasting news video. - Jun Yang 003; Rong Yan; Alexander G. Hauptmann (ACM Multimedia, 2005)

Revisiting the effect of topic set size on retrieval error. - Wei-Hao Lin 003; Alexander G. Hauptmann (SIGIR, 2005)

Multi-modal analysis for person type classification in news video. - Jun Yang 003; Alexander G. Hauptmann (Storage and Retrieval Methods and Applications for Multimedia, 2005)

CMU Informedia's TRECVID 2005 Skirmishes. - Alexander G. Hauptmann; Robert V. Baron; Michael G. Christel; R. Concescu; Jiang Gao; Qin Jin; Wei-Hao Lin 003; J.-Y. Pan; Scott M. Stevens; Rong Yan; Jun Yang 003; Y. Zhang (TRECVID, 2005)

Mining Associated Text and Images with Dual-Wing Harmoniums. - Eric P. Xing; Rong Yan; Alexander G. Hauptmann (UAI, 2005)

Multimedia information retrieval: workshop report. - Raghavan Manmatha; Stefan M. Rüger; Alexander G. Hauptmann (SIGIR Forum, 2005)

Are These Documents Written from Different Perspectives? A Test of Different Perspectives Based on Statistical Distribution Divergence. - Wei-Hao Lin 003; Alexander G. Hauptmann (ACL, 2006)

Exploring the Synergy of Humans and Machines in Extreme Video Retrieval. - Alexander G. Hauptmann; Wei-Hao Lin 003; Rong Yan; Jun Yang 003; Robert V. Baron; Ming-Yu Chen 001; Sean Gilroy; Michael D. Gordon (CIVR, 2006)

Efficient Margin-Based Rank Learning Algorithms for Information Retrieval. - Rong Yan; Alexander G. Hauptmann (CIVR, 2006)

Annotating News Video with Locations. - Jun Yang 003; Alexander G. Hauptmann (CIVR, 2006)

Which Side are You on? Identifying Perspectives at the Document and Sentence Levels. - Wei-Hao Lin 003; Theresa Wilson; Janyce Wiebe; Alexander G. Hauptmann (CoNLL, 2006)

Which Thousand Words are Worth a Picture? Experiments on Video Retrieval using a Thousand Concepts. - Wei-Hao Lin 003; Alexander G. Hauptmann (ICME, 2006)

Label Disambiguation and Sequence Modeling for Identifying Human Activities from Wearable Physiological Sensors. - Wei-Hao Lin 003; Alexander G. Hauptmann (ICME, 2006)

Mining Relationship Between Video Concepts using Probabilistic Graphical Models. - Rong Yan; Ming-yu Chen 001; Alexander G. Hauptmann (ICME, 2006)

Diversity in multimedia information retrieval research. - James Ze Wang; Nozha Boujemaa; Alberto Del Bimbo; Donald Geman; Alexander G. Hauptmann; Jelena Tesic (Multimedia Information Retrieval, 2006)

Exploring temporal consistency for video analysis and retrieval. - Jun Yang 003; Alexander G. Hauptmann (Multimedia Information Retrieval, 2006)

Extreme video retrieval: joint maximization of human and computer performance. - Alexander G. Hauptmann; Wei-Hao Lin 003; Rong Yan; Jun Yang 003; Ming-Yu Chen 001 (ACM Multimedia, 2006)

3WNews: who, where, and when in news video. - Jun Yang 003; Alexander G. Hauptmann (ACM Multimedia, 2006)

Probabilistic latent query analysis for combining multiple retrieval sources. - Rong Yan; Alexander G. Hauptmann (SIGIR, 2006)

Multi-Lingual Broadcast News Retrieval. - Alexander G. Hauptmann; Ming-Yu Chen 001; Michael G. Christel; D. Das; Wei-Hao Lin 003; Rong Yan; Jie Yang 001; Gerhard Backfried; Xiao Wu 001 (TRECVID, 2006)

Large-Scale Concept Ontology for Multimedia. - Milind R. Naphade; John R. Smith; Jelena Tesic; Shih-Fu Chang; Winston H. Hsu; Lyndon S. Kennedy; Alexander G. Hauptmann; Jon Curtis (IEEE Multim., 2006)

A Discriminative Learning Framework with Pairwise Constraints for Video Object Classification. - Rong Yan; Jian Zhang 003; Jie Yang 001; Alexander G. Hauptmann (IEEE Trans. Pattern Anal. Mach. Intell., 2006)

Learning rich semantics from news video archives by style analysis. - Cees Snoek; Marcel Worring; Alexander G. Hauptmann (ACM Trans. Multim. Comput. Commun. Appl., 2006)

Query expansion using probabilistic local feedback with application to multimedia retrieval. - Rong Yan; Alexander G. Hauptmann (CIKM, 2007)

How many high-level concepts will fill the semantic gap in news video retrieval? - Alexander G. Hauptmann; Rong Yan; Wei-Hao Lin 003 (CIVR, 2007)

Adapting SVM Classifiers to Data with Shifted Distributions. - Jun Yang 003; Rong Yan; Alexander G. Hauptmann (ICDM Workshops, 2007)

Undirected Graphical Models for Video Analysis and Classification. - Yan Liu 002; Jun Yang 003; Alexander G. Hauptmann (ICME, 2007)

Evaluating bag-of-visual-words representations in scene classification. - Jun Yang 003; Yu-Gang Jiang 001; Alexander G. Hauptmann; Chong-Wah Ngo (Multimedia Information Retrieval, 2007)

Clever clustering vs. simple speed-up for summarizing rushes. - Alexander G. Hauptmann; Michael G. Christel; Wei-Hao Lin 003; Bryan Maher; Jun Yang 003; Robert V. Baron; Guang Xiang (TVS, 2007)

Novelty detection for cross-lingual news stories with visual duplicates and speech transcripts. - Xiao Wu 001; Alexander G. Hauptmann; Chong-Wah Ngo (ACM Multimedia, 2007)

Practical elimination of near-duplicates from web video search. - Xiao Wu 001; Alexander G. Hauptmann; Chong-Wah Ngo (ACM Multimedia, 2007)

Cross-domain video concept detection using adaptive svms. - Jun Yang 003; Rong Yan; Alexander G. Hauptmann (ACM Multimedia, 2007)

Discriminative Fields for Modeling Semantic Concepts in Video. - Ming-yu Chen 001; Alexander G. Hauptmann (RIAO, 2007)

Harmonium Models for Semantic Video Representation and Classification. - Jun Yang 003; Yan Liu 002; Eric P. Xing; Alexander G. Hauptmann (SDM, 2007)

Exploring Concept Selection Strategies for Interactive Video Search. - Michael G. Christel; Alexander G. Hauptmann (ICSC, 2007)

A Hybrid Approach to Improving Semantic Extraction of News Video. - Alexander G. Hauptmann; Ming-Yu Chen 001; Michael G. Christel; Wei-Hao Lin 003; Jun Yang 003 (ICSC, 2007)

Summarizing BBC Rushes the Informedia Way. - Alexander G. Hauptmann; Michael G. Christel; Wei-Hao Lin 003; Bryan Maher; Jun Yang 003; Robert V. Baron; Guang Xiang (TRECVID, 2007)

A review of text and image retrieval approaches for broadcast news video. - Rong Yan; Alexander G. Hauptmann (Inf. Retr., 2007)

Can High-Level Concepts Fill the Semantic Gap in Video Retrieval? A Case Study With Broadcast News. - Alexander G. Hauptmann; Rong Yan; Wei-Hao Lin 003; Michael G. Christel; Howard D. Wactlar (IEEE Trans. Multim., 2007)

Multimedia Information Extraction Roadmap. - Alexander G. Hauptmann (AAAI Fall Symposium: Multimedia Information Extraction, 2008)

Identifying Ideological Perspectives of Web Videos Using Folksonomies. - Wei-Hao Lin 003; Alexander G. Hauptmann (AAAI Fall Symposium: Multimedia Information Extraction, 2008)

Efficient search: the informedia video retrieval system. - Alexander G. Hauptmann; Jonathan J. Wang; Wei-Hao Lin 003; Jun Yang 003; Michael G. Christel (CIVR, 2008)

(Un)Reliability of video concept detection. - Jun Yang 003; Alexander G. Hauptmann (CIVR, 2008)

The Aware Community. - Howard D. Wactlar; Robert Walters; John Bertoty; Alexander G. Hauptmann (FGCN (2), 2008)

Vox Populi Annotation: Measuring Intensity of Ideological Perspectives by Aggregating Group Judgments. - Wei-Hao Lin 003; Alexander G. Hauptmann (LREC, 2008)

A framework for classifier adaptation and its applications in concept detection. - Jun Yang 003; Alexander G. Hauptmann (Multimedia Information Retrieval, 2008)

Exploring the utility of fast-forward surrogates for bbc rushes. - Michael G. Christel; Alexander G. Hauptmann; Wei-Hao Lin 003; Ming-Yu Chen 001; Jun Yang 003; Bryan Maher; Robert V. Baron (TVS, 2008)

A Joint Topic and Perspective Model for Ideological Discourse. - Wei-Hao Lin 003; Eric P. Xing; Alexander G. Hauptmann (ECML/PKDD (2), 2008)

Do These News Videos Portray a News Event from Different Ideological Perspectives?. - Wei-Hao Lin 003; Alexander G. Hauptmann (ICSC, 2008)

Informedia @ TRECVID2008: Exploring New Frontiers. - Alexander G. Hauptmann; Robert V. Baron; Ming-Yu Chen 001; Michael G. Christel; Wei-Hao Lin 003; Xinghua Sun; Víctor Valdés; Jun Yang 003; Lily B. Mummert; Steven W. Schlosser (TRECVID, 2008)

Measuring novelty and redundancy with multiple modalities in cross-lingual broadcast news. - Xiao Wu 001; Alexander G. Hauptmann; Chong-Wah Ngo (Comput. Vis. Image Underst., 2008)

VideOlympics: Real-Time Evaluation of Multimedia Retrieval Systems. - Cees G. M. Snoek; Marcel Worring; Ork de Rooij; Koen E. A. van de Sande; Rong Yan; Alexander G. Hauptmann (IEEE Multim., 2008)

Video Retrieval Based on Semantic Concepts. - Alexander G. Hauptmann; Michael G. Christel; Rong Yan (Proc. IEEE, 2008)

Multimodal News Story Clustering With Pairwise Visual Near-Duplicate Constraint. - Xiao Wu 001; Chong-Wah Ngo; Alexander G. Hauptmann (IEEE Trans. Multim., 2008)

Action recognition via local descriptors and holistic features. - Xinghua Sun; Ming-yu Chen 001; Alexander G. Hauptmann (CVPR Workshops, 2009)

ACM SIGMM the first workshop on web-scale multimedia corpus (WSMC09). - Benoit Huet; Jinhui Tang 001; Alexander G. Hauptmann (ACM Multimedia, 2009)

Identifying news videos' ideological perspectives using emphatic patterns of visual concepts. - Wei-Hao Lin 003; Alexander G. Hauptmann (ACM Multimedia, 2009)

Informedia @ TRECVID2009: Analyzing Video Motions. - Ming-yu Chen 001; Alexander G. Hauptmann; Huan Li (TRECVID, 2009)

Real-Time Near-Duplicate Elimination for Web Video Search With Content and Context. - Xiao Wu 001; Chong-Wah Ngo; Alexander G. Hauptmann; Hung-Khoon Tan (IEEE Trans. Multim., 2009)

Video Content Analysis. - Alexander G. Hauptmann (Encyclopedia of Database Systems, 2009)

Comparing Evaluation Protocols on the KTH Dataset. - Zan Gao; Ming-yu Chen 001; Alexander G. Hauptmann; Anni Cai (HBU, 2010)

Controlling your TV with gestures. - Ming-yu Chen 001; Lily B. Mummert; Padmanabhan Pillai; Alexander G. Hauptmann; Rahul Sukthankar (Multimedia Information Retrieval, 2010)

Explicit and implicit concept-based video retrieval with bipartite graph propagation model. - Lei Bao; Juan Cao 001; Yongdong Zhang 001; Jintao Li 001; Ming-yu Chen 001; Alexander G. Hauptmann (ACM Multimedia, 2010)

ACM international workshop on very-large-scale multimedia corpus, mining and retrieval (VLS-MCMR'10). - Benoit Huet; Tat-Seng Chua; Alexander G. Hauptmann (ACM Multimedia, 2010)

Hybrid active learning for cross-domain video concept detection. - Huan Li; Yuan Shi; Ming-yu Chen 001; Alexander G. Hauptmann; Zhang Xiong 001 (ACM Multimedia, 2010)

Exploiting multi-level parallelism for low-latency activity recognition in streaming video. - Ming-yu Chen 001; Lily B. Mummert; Padmanabhan Pillai; Alexander G. Hauptmann; Rahul Sukthankar (MMSys, 2010)

Multi-camera Monitoring of Infusion Pump Use. - Zan Gao; Ming-yu Chen 001; Marcin Detyniecki; Wen Wu; Alexander G. Hauptmann; Howard D. Wactlar; Anni Cai (ICSC, 2010)

Joint-AL: Joint Discriminative and Generative Active Learning for Cross-Domain Semantic Concept Classification. - Huan Li; Yuan Shi; Ming-yu Chen 001; Alexander G. Hauptmann; Zhang Xiong 001 (ICSC, 2010)

Informedia @ TRECVID2010. - Huan Li; Lei Bao; Zan Gao; Arnold Overwijk; Wei Liu 015; Longfei Zhang; Shoou-I Yu; Ming-yu Chen 001; Florian Metze; Alexander G. Hauptmann (TRECVID, 2010)

The Application of Spatio-temporal Feature and Multi-Sensor in Home Medical Devices. - Zan Gao; Marcin Detyniecki; Ming-yu Chen 001; Alexander G. Hauptmann; Howard D. Wactlar; Anni Cai (J. Digit. Content Technol. its Appl., 2010)

Representations of Keypoint-Based Semantic Concept Detection: A Comprehensive Study. - Yu-Gang Jiang 001; Jun Yang 003; Chong-Wah Ngo; Alexander G. Hauptmann (IEEE Trans. Multim., 2010)

A Multi-Pronged Approach to Improving Semantic Extraction of News Video. - Alexander G. Hauptmann; Ming-Yu Chen 001; Michael G. Christel; Wei-Hao Lin 003; Jie Yang 001 (J. Signal Process. Syst., 2010)

People detection based on appearance and motion models. - Álvaro García-Martín; Alexander G. Hauptmann; José M. Martínez 001 (AVSS, 2011)

Informedia@TRECVID 2011: Surveillance Event Detection. - Lei Bao; Longfei Zhang; Shoou-I Yu; Zhen-zhong Lan; Lu Jiang 004; Arnold Overwijk; Qin Jin; Shohei Takahashi; Brian Langner; Yuanpeng Li 001; Michael Garbus; Susanne Burger; et al. (TRECVID, 2011)

Team SRI-Sarnoff's AURORA System @ TRECVID 2011. - Hui Cheng; Amir Tamrakar; Saad Ali; Qian Yu; Omar Javed; Jingen Liu; Ajay Divakaran; Harpreet S. Sawhney; Alexander G. Hauptmann; Mubarak Shah; Subhabrata Bhattacharya; Michael Witbrock; et al. (TRECVID, 2011)

Learning to predict health status of geriatric patients from observational data. - Yi Yang 001; Alexander G. Hauptmann; Ming-Yu Chen 001; Yang Cai 002; Ashok Bharucha; Howard D. Wactlar (CIBCB, 2012)

Action recognition by exploring data distribution and feature correlation. - Sen Wang 001; Yi Yang 001; Zhigang Ma; Xue Li 001; Chaoyi Pang; Alexander G. Hauptmann (CVPR, 2012)

Human action recognition using a Markovian conditional exponential model. - Atulya Velivelli; Alexander G. Hauptmann (Multimedia on Mobile Devices / Multimedia Content Access: Algorithms and Systems, 2012)

Activity Recognition from RGB-D Camera with 3D Local Spatio-temporal Features. - Yue Ming 001; Qiuqi Ruan; Alexander G. Hauptmann (ICME, 2012)

Constrained keypoint quantization: towards better bag-of-words model for large-scale multimedia retrieval. - Yang Cai 002; Wei Tong; Linjun Yang; Alexander G. Hauptmann (ICMR, 2012)

Beyond audio and video retrieval: towards multimedia summarization. - Duo Ding; Florian Metze; Shourabh Rawat; Peter Franz Schulam; Susanne Burger; Ehsan Younessian; Lei Bao; Michael G. Christel; Alexander G. Hauptmann (ICMR, 2012)

Classifier-specific intermediate representation for multimedia tasks. - Zhigang Ma; Alexander G. Hauptmann; Yi Yang 001; Nicu Sebe (ICMR, 2012)

Multimodal knowledge-based analysis in multimedia event detection. - Ehsan Younessian; Teruko Mitamura; Alexander G. Hauptmann (ICMR, 2012)

Leveraging high-level and low-level features for multimedia event detection. - Lu Jiang 004; Alexander G. Hauptmann; Guang Xiang (ACM Multimedia, 2012)

Knowledge adaptation for ad hoc multimedia event detection with few exemplars. - Zhigang Ma; Yi Yang 001; Yang Cai 002; Nicu Sebe; Alexander G. Hauptmann (ACM Multimedia, 2012)

Double Fusion for Multimedia Event Detection. - Zhen-zhong Lan; Lei Bao; Shoou-I Yu; Wei Liu 015; Alexander G. Hauptmann (MMM, 2012)

Symbiotic Black-Box Tracker. - Longfei Zhang; Yue Gao 002; Alexander G. Hauptmann; Rongrong Ji; Gangyi Ding; Boaz J. Super (MMM, 2012)

SRI-Sarnoff AURORA System at TRECVID 2012 Multimedia Event Detection and Recounting. - Hui Cheng; Jingen Liu; Saad Ali; Omar Javed; Qian Yu; Amir Tamrakar; Ajay Divakaran; Harpreet S. Sawhney; R. Manmatha; James Allan; Alexander G. Hauptmann; Mubarak Shah; et al. (TRECVID, 2012)

Informedia @TRECVID 2012. - Shoou-I Yu; Zhongwen Xu; Duo Ding; Waito Sze; Francisco Vicente 001; Zhenzhong Lan; Yang Cai 002; Shourabh Rawat; Peter F. Schulam; Nisarga Markandaiah; Sohail Bahmani; Antonio Juárez; et al. (TRECVID, 2012)

Cross-domain video concept detection: A joint discriminative and generative active learning approach. - Huan Li; Yuan Shi; Yang Liu 007; Alexander G. Hauptmann; Zhang Xiong 001 (Expert Syst. Appl., 2012)

Large-Scale Multimedia Data Collections. - Benoit Huet; Tat-Seng Chua; Alexander G. Hauptmann (IEEE Multim., 2012)

Societally connected multimedia across cultures. - Zhongfei Zhang; Zhengyou Zhang; Ramesh C. Jain; Yueting Zhuang; Noshir S. Contractor; Alexander G. Hauptmann; Alejandro Jaimes; Wanqing Li 001; Alexander C. Loui; Tao Mei 001; Nicu Sebe; Yonghong Tian 001; et al. (J. Zhejiang Univ. Sci. C, 2012)

Web-Scale Multimedia Processing and Applications [Scanning the Issue]. - Edward Y. Chang; Shih-Fu Chang; Alexander G. Hauptmann; Thomas S. Huang; Malcolm Slaney (Proc. IEEE, 2012)

A Framework for Classifier Adaptation for Large-Scale Multimedia Data. - Jun Yang 003; Wei Tong; Alexander G. Hauptmann (Proc. IEEE, 2012)

The Future of Multimedia Analysis and Mining (NII Shonan Meeting 2012-9). - Nozha Boujemaa; Alexander G. Hauptmann; Shin'ichi Satoh 001 (NII Shonan Meet. Rep., 2012)

Spline Regression Hashing for Fast Image Search. - Yang Liu 098; Fei Wu 001; Yi Yang 001; Yueting Zhuang; Alexander G. Hauptmann (IEEE Trans. Image Process., 2012)

Web and Personal Image Annotation by Mining Label Correlation With Relaxed Visual Graph Embedding. - Yi Yang 001; Fei Wu 001; Feiping Nie 001; Heng Tao Shen; Yueting Zhuang; Alexander G. Hauptmann (IEEE Trans. Image Process., 2012)

Discriminating Joint Feature Analysis for Multimedia Data Understanding. - Zhigang Ma; Feiping Nie 001; Yi Yang 001; Jasper R. R. Uijlings; Nicu Sebe; Alexander G. Hauptmann (IEEE Trans. Multim., 2012)

Complex Event Detection via Multi-source Video Attributes. - Zhigang Ma; Yi Yang 001; Zhongwen Xu; Shuicheng Yan; Nicu Sebe; Alexander G. Hauptmann (CVPR, 2013)

Harry Potter's Marauder's Map: Localizing and Tracking Multiple Persons-of-Interest by Nonnegative Discretization. - Shoou-I Yu; Yi Yang 001; Alexander G. Hauptmann (CVPR, 2013)

Multimedia event detection using visual concept signatures. - Ehsan Younessian; Michael Quinn; Teruko Mitamura; Alex Hauptmann 001 (Multimedia Content and Mobile Devices, 2013)

Space-Time Robust Representation for Action Recognition. - Nicolas Ballas; Yi Yang 001; Zhen-Zhong Lan; Bertrand Delezoide; Françoise J. Prêteux; Alexander G. Hauptmann (ICCV, 2013)

Feature Weighting via Optimal Thresholding for Video Analysis. - Zhongwen Xu; Yi Yang 001; Ivor W. Tsang; Nicu Sebe; Alexander G. Hauptmann (ICCV, 2013)

How Related Exemplars Help Complex Event Detection in Web Videos? - Yi Yang 001; Zhigang Ma; Zhongwen Xu; Shuicheng Yan; Alexander G. Hauptmann (ICCV, 2013)

ACM MM MIIRH 2013: workshop on multimedia indexing and information retrieval for healthcare. - Jenny Benois-Pineau; Alexia Briassouli; Alexander G. Hauptmann (ACM Multimedia, 2013)

A cognitive assistive system for monitoring the use of home medical devices. - Yang Cai 002; Yi Yang 001; Alexander G. Hauptmann; Howard D. Wactlar (MIIRH@ACM Multimedia, 2013)

Spatio-temporal fisher vector coding for surveillance event detection. - Qiang Chen 007; Yang Cai 002; Lisa M. Brown; Ankur Datta; Quanfu Fan; Rogério Schmidt Feris; Shuicheng Yan; Alexander G. Hauptmann; Sharath Pankanti (ACM Multimedia, 2013)

We are not equally negative: fine-grained labeling for multimedia event detection. - Zhigang Ma; Yi Yang 001; Zhongwen Xu; Nicu Sebe; Alexander G. Hauptmann (ACM Multimedia, 2013)

Fall detection in multi-camera surveillance videos: experimentations and observations. - Sen Wang 001; Zhongwen Xu; Yi Yang 001; Xue Li 001; Chaoyi Pang; Alexander G. Hauptmann (MIIRH@ACM Multimedia, 2013)

Multi-camera Egocentric Activity Detection for Personal Assistant. - Longfei Zhang; Yue Gao 002; Wei Tong; Gangyi Ding; Alexander G. Hauptmann (MMM (2), 2013)

Informedia@TRECVID 2013. - Zhenzhong Lan; Lu Jiang 004; Shoou-I Yu; Chenqiang Gao; Shourabh Rawat; Yang Cai 002; Shicheng Xu; Haoquan Shen; Xuanchong Li; Yipei Wang; Waito Sze; Yan Yan 002; et al. (TRECVID, 2013)

Unified Dictionary Learning and Region Tagging with Hierarchical Sparse Representation. - Xiaochun Cao; Xingxing Wei 001; Yahong Han; Yi Yang 001; Nicu Sebe; Alexander G. Hauptmann (Comput. Vis. Image Underst., 2013)

Corrigendum to cross-domain video concept detection: A joint discriminative and generative active learning approach [Expert Systems with Applications 39 (15) (2012) 12220-12228]. - Huan Li; Yuan Shi; Yang Liu 007; Alexander G. Hauptmann; Zhang Xiong 001 (Expert Syst. Appl., 2013)

The Future of Multimedia Analysis and Mining: Visions from the Shonan Meeting. - Nozha Boujemaa; Alexander G. Hauptmann; Shin'ichi Satoh 001 (IEEE Multim., 2013)

Beyond audio and video retrieval: topic-oriented multimedia summarization. - Florian Metze; Duo Ding; Ehsan Younessian; Alexander G. Hauptmann (Int. J. Multim. Inf. Retr., 2013)

The co-attention model for tiny activity analysis. - Longfei Zhang; Ziyu Guan; Alexander G. Hauptmann (Neurocomputing, 2013)

Infrared Patch-Image Model for Small Target Detection in a Single Image. - Chenqiang Gao; Deyu Meng; Yi Yang 001; Yongtao Wang; Xiaofang Zhou 001; Alexander G. Hauptmann (IEEE Trans. Image Process., 2013)

Multimedia Event Detection Using A Classifier-Specific Intermediate Representation. - Zhigang Ma; Yi Yang 001; Nicu Sebe; Kai Zheng 001; Alexander G. Hauptmann (IEEE Trans. Multim., 2013)

Feature Selection for Multimedia Analysis by Sharing Information Among Multiple Tasks. - Yi Yang 001; Zhigang Ma; Alexander G. Hauptmann; Nicu Sebe (IEEE Trans. Multim., 2013)

Multi-Feature Fusion via Hierarchical Regression for Multimedia Analysis. - Yi Yang 001; Jingkuan Song; Zi Huang; Zhigang Ma; Nicu Sebe; Alexander G. Hauptmann (IEEE Trans. Multim., 2013)

Everything is in the Face? Represent Faces with Object Bank. - Xin Liu 044; Shiguang Shan; Shaoxin Li 001; Alexander G. Hauptmann (ACCV Workshops (3), 2014)

Event Detection Using Multi-level Relevance Labels and Multiple Features. - Zhongwen Xu; Ivor W. Tsang; Yi Yang 001; Zhigang Ma; Alexander G. Hauptmann (CVPR, 2014)

Snippet Based Trajectory Statistics Histograms for Assistive Technologies. - Ahmet Iscen; Yijie Wang; Pinar Duygulu; Alexander G. Hauptmann (ECCV Workshops (4), 2014)

Unsupervised Video Adaptation for Parsing Human Motion. - Haoquan Shen; Shoou-I Yu; Yi Yang 001; Deyu Meng; Alexander G. Hauptmann (ECCV (5), 2014)

Interactive Surveillance Event Detection through Mid-level Discriminative Representation. - Chenqiang Gao; Deyu Meng; Wei Tong; Yi Yang 001; Yang Cai 002; Haoquan Shen; Gaowen Liu; Shicheng Xu; Alexander G. Hauptmann (ICMR, 2014)

Zero-Example Event Search using MultiModal Pseudo Relevance Feedback. - Lu Jiang 004; Teruko Mitamura; Shoou-I Yu; Alexander G. Hauptmann (ICMR, 2014)

Viral Video Style: A Closer Look at Viral Videos on YouTube. - Lu Jiang 004; Yajie Miao; Yi Yang 001; Zhen-Zhong Lan; Alexander G. Hauptmann (ICMR, 2014)

Towards Efficient Learning of Optimal Spatial Bag-of-Words Representations. - Lu Jiang 004; Wei Tong; Deyu Meng; Alexander G. Hauptmann (ICMR, 2014)

The Mystery of Faces: Investigating Face Contribution for Multimedia Event Detection. - Gaowen Liu; Yan Yan 002; Chenqiang Gao; Wei Tong; Alexander G. Hauptmann; Nicu Sebe (ICMR, 2014)

Easy Samples First: Self-paced Reranking for Zero-Example Multimedia Search. - Lu Jiang 004; Deyu Meng; Teruko Mitamura; Alexander G. Hauptmann (ACM Multimedia, 2014)

Multiple Features But Few Labels?: A Symbiotic Solution Exemplified for Video Analysis. - Zhigang Ma; Yi Yang 001; Nicu Sebe; Alexander G. Hauptmann (ACM Multimedia, 2014)

Instructional Videos for Unsupervised Harvesting and Learning of Action Examples. - Shoou-I Yu; Lu Jiang 004; Alexander G. Hauptmann (ACM Multimedia, 2014)

Resource Constrained Multimedia Event Detection. - Zhen-Zhong Lan; Yi Yang 001; Nicolas Ballas; Shoou-I Yu; Alexander G. Hauptmann (MMM (1), 2014)

Self-Paced Learning with Diversity. - Lu Jiang 004; Deyu Meng; Shoou-I Yu; Zhen-Zhong Lan; Shiguang Shan; Alexander G. Hauptmann (NIPS, 2014)

Informedia @ TRECVID 2014. - Shoou-I Yu; Lu Jiang 004; Zhongwen Xu; Zhenzhong Lan; Shicheng Xu; Xiaojun Chang; Xuanchong Li; Zexi Mao; Chuang Gan 001; Yajie Miao; Xingzhong Du; Yang Cai 002; et al. (TRECVID, 2014)

Temporal Extension of Scale Pyramid and Spatial Pyramid Matching for Action Recognition. - Zhen-Zhong Lan; Xuanchong Li; Alexander G. Hauptmann (CoRR, 2014)

Harnessing Lab Knowledge for Real-World Action Recognition. - Zhigang Ma; Yi Yang 001; Feiping Nie 001; Nicu Sebe; Shuicheng Yan; Alexander G. Hauptmann (Int. J. Comput. Vis., 2014)

Enhanced and hierarchical structure algorithm for data imbalance problem in semantic extraction under massive video dataset. - Zan Gao; Longfei Zhang; Ming-yu Chen 001; Alexander G. Hauptmann; Hua Zhang 003; An-Ni Cai (Multim. Tools Appl., 2014)

Multimedia classification and event detection using double fusion. - Zhen-zhong Lan; Lei Bao; Shoou-I Yu; Wei Liu 015; Alexander G. Hauptmann (Multim. Tools Appl., 2014)

E-LAMP: integration of innovative ideas for multimedia event detection. - Wei Tong; Yi Yang 001; Lu Jiang 004; Shoou-I Yu; Zhen-zhong Lan; Zhigang Ma; Waito Sze; Ehsan Younessian; Alexander G. Hauptmann (Mach. Vis. Appl., 2014)

Knowledge Adaptation with PartiallyShared Features for Event DetectionUsing Few Exemplars. - Zhigang Ma; Yi Yang 001; Nicu Sebe; Alexander G. Hauptmann (IEEE Trans. Pattern Anal. Mach. Intell., 2014)

Symbiotic Tracker Ensemble Toward A Unified Tracking Framework. - Yue Gao 002; Rongrong Ji; Longfei Zhang; Alexander G. Hauptmann (IEEE Trans. Circuits Syst. Video Technol., 2014)

Semi-Supervised Multiple Feature Analysis for Action Recognition. - Sen Wang 001; Zhigang Ma; Yi Yang 001; Xue Li 001; Chaoyi Pang; Alexander G. Hauptmann (IEEE Trans. Multim., 2014)

Overview of Multimedia in Healthcare. - Alexia Briassouli; Jenny Benois-Pineau; Alexander G. Hauptmann (Health Monitoring and Personalized Feedback using Multimedia Data, 2015)

Monitoring and Coaching the Use of Home Medical Devices. - Yang Cai 002; Yi Yang 001; Alexander G. Hauptmann; Howard D. Wactlar (Health Monitoring and Personalized Feedback using Multimedia Data, 2015)

Exploring Semantic Inter-Class Relationships (SIR) for Zero-Shot Action Recognition. - Chuang Gan 001; Ming Lin 002; Yi Yang 001; Yueting Zhuang; Alexander G. Hauptmann (AAAI, 2015)

Self-Paced Curriculum Learning. - Lu Jiang 004; Deyu Meng; Qian Zhao 002; Shiguang Shan; Alexander G. Hauptmann (AAAI, 2015)

Complex Event Detection via Event Oriented Dictionary Learning. - Yan Yan 002; Yi Yang 001; Haoquan Shen; Deyu Meng; Gaowen Liu; Alexander G. Hauptmann; Nicu Sebe (AAAI, 2015)

Self-Paced Learning for Matrix Factorization. - Qian Zhao 002; Deyu Meng; Lu Jiang 004; Qi Xie; Zongben Xu; Alexander G. Hauptmann (AAAI, 2015)

Ranking-Based Vocabulary Pruning in Bag-of-Features for Image Retrieval. - Fan Zhang 013; Yang Song 001; Tom Weidong Cai; Alexander G. Hauptmann; Sidong Liu; Siqi Liu 001; David Dagan Feng; Mei Chen (ACALCI, 2015)

Massive Open Online Proctor: Protecting the Credibility of MOOCs certificates. - Xuanchong Li; Kai-min Chang; Yueran Yuan; Alexander G. Hauptmann (CSCW, 2015)

DevNet: A Deep Event Network for multimedia event detection and evidence recounting. - Chuang Gan 001; Naiyan Wang; Yi Yang 001; Dit-Yan Yeung; Alexander G. Hauptmann (CVPR, 2015)

Beyond Gaussian Pyramid: Multi-skip Feature Stacking for action recognition. - Zhen-Zhong Lan; Ming Lin 002; Xuanchong Li; Alexander G. Hauptmann; Bhiksha Raj (CVPR, 2015)

A discriminative CNN video representation for event detection. - Zhongwen Xu; Yi Yang 001; Alexander G. Hauptmann (CVPR, 2015)

Exploiting Feature Hierarchies with Convolutional Neural Networks for Cultural Event Recognition. - Mengyi Liu; Xin Liu 044; Yan Li 014; Xilin Chen 001; Alexander G. Hauptmann; Shiguang Shan (ICCV Workshops, 2015)

Semantic Concept Discovery for Large-Scale Zero-Shot Event Detection. - Xiaojun Chang; Yi Yang 001; Alexander G. Hauptmann; Eric P. Xing; Yaoliang Yu (IJCAI, 2015)

Density Corrected Sparse Recovery when R.I.P. Condition Is Broken. - Ming Lin 002; Zhen-Zhong Lan; Alexander G. Hauptmann (IJCAI, 2015)

Bridging the Ultimate Semantic Gap: A Semantic Search Engine for Internet Videos. - Lu Jiang 004; Shoou-I Yu; Deyu Meng; Teruko Mitamura; Alexander G. Hauptmann (ICMR, 2015)

Incremental Multimodal Query Construction for Video Search. - Shicheng Xu; Huan Li; Xiaojun Chang; Shoou-I Yu; Xingzhong Du; Xuanchong Li; Lu Jiang 004; Zexi Mao; Zhen-Zhong Lan; Susanne Burger; Alexander G. Hauptmann (ICMR, 2015)

Content-Based Video Search over 1 Million Videos with 1 Core in 1 Second. - Shoou-I Yu; Lu Jiang 004; Zhongwen Xu; Yi Yang 001; Alexander G. Hauptmann (ICMR, 2015)

Searching Persuasively: Joint Event Detection and Evidence Recounting with Limited Supervision. - Xiaojun Chang; Yaoliang Yu; Yi Yang 001; Alexander G. Hauptmann (ACM Multimedia, 2015)

Image Profiling for History Events on the Fly. - Jia Chen 001; Qin Jin; Yong Yu 001; Alexander G. Hauptmann (ACM Multimedia, 2015)

Fast and Accurate Content-based Semantic Search in 100M Internet Videos. - Lu Jiang 004; Shoou-I Yu; Deyu Meng; Yi Yang 001; Teruko Mitamura; Alexander G. Hauptmann (ACM Multimedia, 2015)

Early Implementation Experience with Wearable Cognitive Assistance Applications. - Zhuo Chen; Lu Jiang 004; Wenlu Hu; Kiryong Ha; Brandon Amos; Padmanabhan Pillai; Alexander G. Hauptmann; Mahadev Satyanarayanan (WearSys@MobiSys, 2015)

WARD-CMU @ TRECVID 2015. - Xingzhong Du; Xuanchong Li; Xiaofang Zhou 001; Alexander G. Hauptmann (TRECVID, 2015)

CMU Informedia@TRECVID 2015: MED/SIN/LNK/SED. - Shoou-I Yu; Lu Jiang 004; Zhongwen Xu; Zhenzhong Lan; Shicheng Xu; Xiaojun Chang; Xuanchong Li; Zexi Mao; Chuang Gan 001; Yajie Miao; Xingzhong Du; Yang Cai 002; et al. (TRECVID, 2015)

Beyond Spatial Pyramid Matching: Space-time Extended Descriptor for Action Recognition. - Zhen-Zhong Lan; Alexander G. Hauptmann (CoRR, 2015)

Long-short Term Motion Feature for Action Classification and Retrieval. - Zhen-Zhong Lan; Xuanchong Li; Ming Lin 002; Alexander G. Hauptmann (CoRR, 2015)

Improving Human Activity Recognition Through Ranking and Re-ranking. - Zhen-Zhong Lan; Shoou-I Yu; Alexander G. Hauptmann (CoRR, 2015)

Handcrafted Local Features are Convolutional Neural Networks. - Zhen-Zhong Lan; Shoou-I Yu; Ming Lin 002; Bhiksha Raj; Alexander G. Hauptmann (CoRR, 2015)

The Best of Both Worlds: Combining Data-independent and Data-driven Approaches for Action Recognition. - Zhen-Zhong Lan; Dezhong Yao 002; Ming Lin 002; Shoou-I Yu; Alexander G. Hauptmann (CoRR, 2015)

Uncovering Temporal Context for Video Question and Answering. - Linchao Zhu; Zhongwen Xu; Yi Yang 001; Alexander G. Hauptmann (CoRR, 2015)

Cross-Lingual Cross-Media Content Linking: Annotations and Joint Representations (Dagstuhl Seminar 15201). - Alexander G. Hauptmann; James Hodson; Juanzi Li; Nicu Sebe; Achim Rettinger (Dagstuhl Reports, 2015)

Multi-Class Active Learning by Uncertainty Sampling with Diversity Maximization. - Yi Yang 001; Zhigang Ma; Feiping Nie 001; Xiaojun Chang; Alexander G. Hauptmann (Int. J. Comput. Vis., 2015)

Multi-view discriminative and structured dictionary learning with group sparsity for human action recognition. - Zan Gao; Hua Zhang 003; Guangping Xu; Yanbin Xue; Alexander G. Hauptmann (Signal Process., 2015)

Event Oriented Dictionary Learning for Complex Event Detection. - Yan Yan 002; Yi Yang 001; Deyu Meng; Gaowen Liu; Wei Tong; Alexander G. Hauptmann; Nicu Sebe (IEEE Trans. Image Process., 2015)

Dynamic Concept Composition for Zero-Example Event Detection. - Xiaojun Chang; Yi Yang 001; Guodong Long; Chengqi Zhang; Alexander G. Hauptmann (AAAI, 2016)

Concepts Not Alone: Exploring Pairwise Relationships for Zero-Shot Video Activity Recognition. - Chuang Gan 001; Ming C. Lin; Yi Yang 001; Gerard de Melo; Alexander G. Hauptmann (AAAI, 2016)

Histograms of Motion Gradients for real-time video classification. - Ionut C. Duta; Jasper R. R. Uijlings; Tuan Anh Nguyen 004; Kiyoharu Aizawa; Alexander G. Hauptmann; Bogdan Ionescu; Nicu Sebe (CBMI, 2016)

The Best of BothWorlds: Combining Data-Independent and Data-Driven Approaches for Action Recognition. - Zhen-Zhong Lan; Shoou-I Yu; Dezhong Yao 002; Ming Lin 002; Bhiksha Raj; Alexander G. Hauptmann (CVPR Workshops, 2016)

The Solution Path Algorithm for Identity-Aware Multi-object Tracking. - Shoou-I Yu; Deyu Meng; Wangmeng Zuo; Alexander G. Hauptmann (CVPR, 2016)

Learning to Detect Concepts from Webly-Labeled Video Data. - Junwei Liang 001; Lu Jiang 004; Deyu Meng; Alexander G. Hauptmann (IJCAI, 2016)

Avoiding Optimal Mean Robust PCA/2DPCA with Non-greedy ℓ1-Norm Maximization. - Minnan Luo; Feiping Nie 001; Xiaojun Chang; Yi Yang 001; Alexander G. Hauptmann; Qinghua Zheng (IJCAI, 2016)

Describing Videos using Multi-modal Fusion. - Qin Jin; Jia Chen 001; Shizhe Chen; Yifan Xiong 001; Alexander G. Hauptmann (ACM Multimedia, 2016)

Which Information Sources are More Effective and Reliable in Video Search. - Zhiyong Cheng 001; Xuanchong Li; Jialie Shen 001; Alexander G. Hauptmann (SIGIR, 2016)

Informedia @ TRECVID 2016. - Junwei Liang 001; Jia Chen 001; Poyao Huang 001; Xuanchong Li; Lu Jiang 004; Zhenzhong Lan; Pingbo Pan; Hehe Fan; Qin Jin; Jiande Sun 001; Yang Chen; Yi Yang 001; et al. (TRECVID, 2016)

UTS-CMU-D2DCRC Submission at TRECVID 2016 Video Localization. - Linchao Zhu; Xuanyi Dong; Yi Yang 001; Alexander G. Hauptmann (TRECVID, 2016)

Exploiting Multi-modal Curriculum in Noisy Web Data for Large-scale Concept Learning. - Junwei Liang 001; Lu Jiang 004; Deyu Meng; Alexander G. Hauptmann (CoRR, 2016)

Long-Term Identity-Aware Multi-Person Tracking for Surveillance Video Summarization. - Shoou-I Yu; Yi Yang 001; Xuanchong Li; Alexander G. Hauptmann (CoRR, 2016)

Strategies for Searching Video Content with Text Queries or Video Examples. - Shoou-I Yu; Yi Yang 001; Zhongwen Xu; Shicheng Xu; Deyu Meng; Zexi Mao; Zhigang Ma; Ming Lin 002; Xuanchong Li; Huan Li; Zhen-Zhong Lan; Lu Jiang 004; et al. (CoRR, 2016)

Person Re-identification: Past, Present and Future. - Liang Zheng 001; Yi Yang 001; Alexander G. Hauptmann (CoRR, 2016)

Text-to-video: a semantic search engine for internet videos. - Lu Jiang 004; Shoou-I Yu; Deyu Meng; Teruko Mitamura; Alexander G. Hauptmann (Int. J. Multim. Inf. Retr., 2016)

InfAR dataset: Infrared action recognition at different times. - Chenqiang Gao; Yinhe Du; Jiang Liu 011; Jing Lv; Luyu Yang; Deyu Meng; Alexander G. Hauptmann (Neurocomputing, 2016)

Smart computing for large scale visual data sensing and processing. - Lei Zhang 006; Pinar Duygulu; Wangmeng Zuo; Shiguang Shan; Alexander G. Hauptmann (Neurocomputing, 2016)

Dictionary pruning with visual word significance for medical image retrieval. - Fan Zhang 013; Yang Song 001; Weidong Cai 001; Alexander G. Hauptmann; Sidong Liu; Sonia Pujol; Ron Kikinis; Michael J. Fulham; David Dagan Feng; Mei Chen (Neurocomputing, 2016)

Visual Memory QA: Your Personal Photo and Video Search Agent. - Lu Jiang 004; Liangliang Cao; Yannis Kalantidis; Sachin Farfade; Alexander G. Hauptmann (AAAI, 2017)

An Event Reconstruction Tool for Conflict Monitoring Using Social Media. - Junwei Liang 001; Desai Fan; Han Lu; Poyao Huang 001; Jia Chen 001; Lu Jiang 004; Alexander G. Hauptmann (AAAI, 2017)

Webly-Supervised Learning of Multimodal Video Detectors. - Junwei Liang 001; Lu Jiang 004; Alexander G. Hauptmann (AAAI, 2017)

Probabilistic Non-Negative Matrix Factorization and Its Robust Extensions for Topic Modeling. - Minnan Luo; Feiping Nie 001; Xiaojun Chang; Yi Yang 001; Alexander G. Hauptmann; Qinghua Zheng (AAAI, 2017)

Deep Local Video Feature for Action Recognition. - Zhen-Zhong Lan; Yi Zhu 001; Alexander G. Hauptmann; Shawn D. Newsam (CVPR Workshops, 2017)

Synchronization for multi-perspective videos in the wild. - Junwei Liang 001; Poyao Huang 001; Jia Chen 001; Alexander G. Hauptmann (ICASSP, 2017)

Temporal localization of audio events for conflict monitoring in social media. - Junwei Liang 001; Lu Jiang 004; Alexander G. Hauptmann (ICASSP, 2017)

Complex Event Detection by Identifying Reliable Shots from Untrimmed Videos. - Hehe Fan; Xiaojun Chang; De Cheng; Yi Yang 001; Dong Xu 001; Alexander G. Hauptmann (ICCV, 2017)

Rewind to track: Parallelized apprenticeship learning with backward tracklets. - Jiang Liu 011; Jia Chen 001; De Cheng; Chenqiang Gao; Alexander G. Hauptmann (ICME, 2017)

Discriminative Dictionary Learning With Ranking Metric Embedded for Person Re-Identification. - De Cheng; Xiaojun Chang; Li Liu 031; Alexander G. Hauptmann; Yihong Gong; Nanning Zheng 001 (IJCAI, 2017)

Leveraging Multi-modal Prior Knowledge for Large-scale Concept Learning in Noisy Web Data. - Junwei Liang 001; Lu Jiang 004; Deyu Meng; Alexander G. Hauptmann (ICMR, 2017)

Joint Saliency Estimation and Matching using Image Regions for Geo-Localization of Online Video. - Haoyue Shi 001; Jia Chen 001; Alexander G. Hauptmann (ICMR, 2017)

Video Captioning with Guidance of Multimodal Latent Topics. - Shizhe Chen; Jia Chen 001; Qin Jin; Alexander G. Hauptmann (ACM Multimedia, 2017)

Knowing Yourself: Improving Video Caption via In-depth Recap. - Qin Jin; Shizhe Chen; Jia Chen 001; Alexander G. Hauptmann (ACM Multimedia, 2017)

MultiEdTech 2017: 1st International Workshop on Multimedia-based Educational and Knowledge Technologies for Personalized and Social Online Training. - Ansgar Scherp; Vasileios Mezaris; Thomas Köhler 001; Alexander G. Hauptmann (ACM Multimedia, 2017)

Video Search via Ranking Network with Very Few Query Exemplars. - De Cheng; Lu Jiang 004; Yihong Gong; Nanning Zheng 001; Alexander G. Hauptmann (MMM (2), 2017)

Informedia @ TRECVID 2017. - Jia Chen 001; Junwei Liang 001; Jiang Liu 011; Shizhe Chen; Chenqiang Gao; Qin Jin; Alexander G. Hauptmann (TRECVID, 2017)

Delving Deep into Personal Photo and Video Search. - Lu Jiang 004; Yannis Kalantidis; Liangliang Cao; Sachin Farfade; Jiliang Tang; Alexander G. Hauptmann (WSDM, 2017)

Deep Feature Learning via Structured Graph Laplacian Embedding for Person Re-Identification. - De Cheng; Yihong Gong; Zhihui Li 001; Weiwei Shi 003; Alexander G. Hauptmann; Nanning Zheng 001 (CoRR, 2017)

Video Representation Learning and Latent Concept Mining for Large-scale Multi-label Video Classification. - Poyao Huang 001; Ye Yuan; Zhen-Zhong Lan; Lu Jiang 004; Alexander G. Hauptmann (CoRR, 2017)

Deep Local Video Feature for Action Recognition. - Zhen-Zhong Lan; Yi Zhu 001; Alexander G. Hauptmann (CoRR, 2017)

Simple to Complex Cross-modal Learning to Rank. - Minnan Luo; Xiaojun Chang; Yi Yang 001; Liqiang Nie; Alexander G. Hauptmann; Qinghua Zheng (CoRR, 2017)

Guided Optical Flow Learning. - Yi Zhu 001; Zhen-Zhong Lan; Shawn D. Newsam; Alexander G. Hauptmann (CoRR, 2017)

MemexQA: Visual Memex Question Answering. - Lu Jiang 004; Junwei Liang 001; Liangliang Cao; Yannis Kalantidis; Sachin Farfade; Alexander G. Hauptmann (CoRR, 2017)

Simple to complex cross-modal learning to rank. - Minnan Luo; Xiaojun Chang; Zhihui Li 001; Liqiang Nie; Alexander G. Hauptmann; Qinghua Zheng (Comput. Vis. Image Underst., 2017)

Uncovering the Temporal Context for Video Question Answering. - Linchao Zhu; Zhongwen Xu; Yi Yang 001; Alexander G. Hauptmann (Int. J. Comput. Vis., 2017)

Efficient human action recognition using histograms of motion gradients and VLAD with descriptor shape information. - Ionut C. Duta; Jasper R. R. Uijlings; Bogdan Ionescu; Kiyoharu Aizawa; Alexander G. Hauptmann; Nicu Sebe (Multim. Tools Appl., 2017)

Avoiding Optimal Mean ℓ2, 1-Norm Maximization-Based Robust PCA for Reconstruction. - Minnan Luo; Feiping Nie 001; Xiaojun Chang; Yi Yang 001; Alexander G. Hauptmann; Qinghua Zheng (Neural Comput., 2017)

Bi-Level Semantic Representation Analysis for Multimedia Event Detection. - Xiaojun Chang; Zhigang Ma; Yi Yang 001; Zhiqiang Zeng; Alexander G. Hauptmann (IEEE Trans. Cybern., 2017)

Feature Interaction Augmented Sparse Learning for Fast Kinect Motion Detection. - Xiaojun Chang; Zhigang Ma; Ming Lin 002; Yi Yang 001; Alexander G. Hauptmann (IEEE Trans. Image Process., 2017)

The Many Shades of Negativity. - Zhigang Ma; Xiaojun Chang; Yi Yang 001; Nicu Sebe; Alexander G. Hauptmann (IEEE Trans. Multim., 2017)

Hidden Two-Stream Convolutional Networks for Action Recognition. - Yi Zhu 001; Zhen-Zhong Lan; Shawn D. Newsam; Alexander G. Hauptmann (ACCV (3), 2018)

CADP: A Novel Dataset for CCTV Traffic Camera based Accident Analysis. - Ankit Parag Shah; Jean-Baptiste Lamare; Tuan Nguyen-Anh; Alexander G. Hauptmann (AVSS, 2018)

Traffic Danger Recognition With Surveillance Cameras Without Training Data. - Lijun Yu; Dawei Zhang; Xiangqun Chen; Alexander G. Hauptmann (AVSS, 2018)

Adaptive Context-aware Reinforced Agent for Handwritten Text Recognition. - Liangke Gui; Xiaodan Liang; Xiaojun Chang; Alexander G. Hauptmann (BMVC, 2018)

Towards Independent Stress Detection: A Dependent Model Using Facial Action Units. - Carla Viegas; Shing-Hon Lau; Roy A. Maxion; Alexander G. Hauptmann (CBMI, 2018)

News Recommendation and Filter Bubble. - Jianan Yao; Alexander G. Hauptmann (CIKM Workshops, 2018)

DecideNet: Counting Varying Density Crowds Through Attention Guided Detection and Density Estimation. - Jiang Liu 011; Chenqiang Gao; Deyu Meng; Alexander G. Hauptmann (CVPR, 2018)

Focal Visual-Text Attention for Visual Question Answering. - Junwei Liang 001; Lu Jiang 004; Liangliang Cao; Li-Jia Li 001; Alexander G. Hauptmann (CVPR, 2018)

RCAA: Relational Context-Aware Agents for Person Search. - Xiaojun Chang; Po-Yao Huang 001; Yi-Dong Shen; Xiaodan Liang; Yi Yang 001; Alexander G. Hauptmann (ECCV (9), 2018)

Distinction of stress and non-stress tasks using facial action units. - Carla Viegas; Shing-Hon Lau; Roy A. Maxion; Alexander G. Hauptmann (ICMI (adjunct), 2018)

Class-aware Self-Attention for Audio Event Recognition. - Shizhe Chen; Jia Chen 001; Qin Jin; Alexander G. Hauptmann (ICMR, 2018)

Multimodal Filtering of Social Media for Temporal Monitoring and Event Analysis. - Po-Yao Huang 001; Junwei Liang 001; Jean-Baptiste Lamare; Alexander G. Hauptmann (ICMR, 2018)

Learning to Transfer: Generalizable Attribute Learning with Multitask Neural Model Search. - Zhi-Qi Cheng; Xiao Wu 001; Siyu Huang; Jun-Xiu Li; Alexander G. Hauptmann; Qiang Peng (ACM Multimedia, 2018)

GNAS: A Greedy Neural Architecture Search Method for Multi-Attribute Learning. - Siyu Huang; Xi Li 001; Zhiqi Cheng; Zhongfei Zhang; Alexander G. Hauptmann (ACM Multimedia, 2018)

OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and Analysis. - Eduard H. Hovy; Taylor Berg-Kirkpatrick; Jaime G. Carbonell; Hans Chalupsky; Anatole Gershman; Alexander G. Hauptmann; Florian Metze; Teruko Mitamura; Aditi Chaudhary; Xianyang Chen; Bernie Po-Yao Huang; Hector Zhengzhong Liu; et al. (TAC, 2018)

Informedia @ TRECVID 2018: Ad-hoc Video Search, Video to Text Description, Activities in Extended video. - Jia Chen 001; Shizhe Chen; Qin Jin; Alexander G. Hauptmann; Po-Yao Huang 001; Junwei Liang 001; Vaibhav; Xiaojun Chang; Jiang Liu 011; Ting-Yao Hu; Wenhe Liu; Wei Ke; et al. (TRECVID, 2018)

Multimodal Co-Training for Selecting Good Examples from Webly Labeled Video. - Ryota Hinami; Junwei Liang 001; Shin'ichi Satoh 001; Alexander G. Hauptmann (CoRR, 2018)

A Closer Look at Weak Label Learning for Audio Events. - Ankit Shah 001; Anurag Kumar 003; Alexander G. Hauptmann; Bhiksha Raj (CoRR, 2018)

RUC+CMU: System Report for Dense Captioning Events in Videos. - Shizhe Chen; Yuqing Song 003; Yida Zhao; Jiarong Qiu; Qin Jin; Alexander G. Hauptmann (CoRR, 2018)

Learning Distributional Representation and Set Distance for Multi-shot Person Re-identification. - Ting-Yao Hu; Xiaojun Chang; Alexander G. Hauptmann (CoRR, 2018)

Stacked Pooling: Improving Crowd Counting by Boosting Scale Invariance. - Siyu Huang; Xi Li 001; Zhiqi Cheng; Zhongfei Zhang; Alexander G. Hauptmann (CoRR, 2018)

Activity Recognition on a Large Scale in Short Videos - Moments in Time Dataset. - Ankit Shah 001; Harini Kesavamoorthy; Poorva Rane; Pramati Kalwad; Alexander G. Hauptmann; Florian Metze (CoRR, 2018)

Accident Forecasting in CCTV Traffic Camera Videos. - Ankit Shah 001; Jean-Baptiste Lamare; Tuan Nguyen Anh; Alexander G. Hauptmann (CoRR, 2018)

Perceiving Physical Equation by Observing Visual Scenarios. - Siyu Huang; Zhi-Qi Cheng; Xi Li 001; Xiao Wu 001; Zhongfei Zhang; Alexander G. Hauptmann (CoRR, 2018)

A unified framework with a benchmark dataset for surveillance event detection. - Zhicheng Zhao 001; Xuanchong Li; Xingzhong Du; Qi Chen 014; Yanyun Zhao; Fei Su; Xiaojun Chang; Alexander G. Hauptmann (Neurocomputing, 2018)

Deep feature learning via structured graph Laplacian embedding for person re-identification. - De Cheng; Yihong Gong; Xiaojun Chang; Weiwei Shi 003; Alexander G. Hauptmann; Nanning Zheng 001 (Pattern Recognit., 2018)

An Adaptive Semisupervised Feature Analysis for Video Semantic Recognition. - Minnan Luo; Xiaojun Chang; Liqiang Nie; Yi Yang 001; Alexander G. Hauptmann; Qinghua Zheng (IEEE Trans. Cybern., 2018)

Few-Shot Text and Image Classification via Analogical Transfer Learning. - Wenhe Liu; Xiaojun Chang; Yan Yan 002; Yi Yang 001; Alexander G. Hauptmann (ACM Trans. Intell. Syst. Technol., 2018)

Adaptive Unsupervised Feature Selection With Structure Regularization. - Minnan Luo; Feiping Nie 001; Xiaojun Chang; Yi Yang 001; Alexander G. Hauptmann; Qinghua Zheng (IEEE Trans. Neural Networks Learn. Syst., 2018)

Joint Attributes and Event Analysis for Multimedia Event Detection. - Zhigang Ma; Xiaojun Chang; Zhongwen Xu; Nicu Sebe; Alexander G. Hauptmann (IEEE Trans. Neural Networks Learn. Syst., 2018)

Video Content Analysis. - Alexander G. Hauptmann (Encyclopedia of Database Systems (2nd ed.), 2018)

Unsupervised Bilingual Lexicon Induction from Mono-Lingual Multimodal Data. - Shizhe Chen; Qin Jin; Alexander G. Hauptmann (AAAI, 2019)

Training-free Monocular 3D Event Detection System for Traffic Surveillance. - Lijun Yu; Peng Chen; Wenhe Liu; Guoliang Kang; Alexander G. Hauptmann (IEEE BigData, 2019)

Shooter Localization Using Videos in the Wild. - Junwei Liang 001; Jay D. Aronson; Alexander G. Hauptmann (CBMI, 2019)

Contrastive Adaptation Network for Unsupervised Domain Adaptation. - Guoliang Kang; Lu Jiang 004; Yi Yang 001; Alexander G. Hauptmann (CVPR, 2019)

Peeking Into the Future: Predicting Future Person Activities and Locations in Videos. - Junwei Liang 001; Lu Jiang 004; Juan Carlos Niebles; Alexander G. Hauptmann; Li Fei-Fei 001 (CVPR, 2019)

Multi-Head Attention with Diversity for Learning Grounded Multilingual Multimodal Representations. - Po-Yao Huang 001; Xiaojun Chang; Alexander G. Hauptmann (EMNLP/IJCNLP (1), 2019)

Learning Spatial Awareness to Improve Crowd Counting. - Zhi-Qi Cheng; Jun-Xiu Li; Qi Dai 001; Xiao Wu 001; Alexander G. Hauptmann (ICCV, 2019)

Cross-Modal Transfer Hashing Based on Coherent Projection. - En Yu; Jiande Sun 001; Li Wang 148; Xiaojun Chang; Huaxiang Zhang 001; Alexander G. Hauptmann (ICME Workshops, 2019)

Learning Sound Events from Webly Labeled Data. - Anurag Kumar 003; Ankit Shah 001; Alexander G. Hauptmann; Bhiksha Raj (IJCAI, 2019)

Multi-shot Person Re-identification through Set Distance with Visual Distributional Representation. - Ting-Yao Hu; Alexander G. Hauptmann (ICMR, 2019)

Improving What Cross-Modal Retrieval Models Learn through Object-Oriented Inter- and Intra-Modal Attention Networks. - Po-Yao Huang 001; Vaibhav; Xiaojun Chang; Alexander G. Hauptmann (ICMR, 2019)

PANEL: Challenges for Multimedia/Multimodal Research in the Next Decade. - Shih-Fu Chang; Louis-Philippe Morency; Alexander G. Hauptmann; Alberto Del Bimbo; Cathal Gurrin; Hayley Hung; Heng Ji 001; Alan F. Smeaton (ACM Multimedia, 2019)

Improving the Learning of Multi-column Convolutional Neural Network for Crowd Counting. - Zhi-Qi Cheng; Jun-Xiu Li; Qi Dai 001; Xiao Wu 001; Jun-Yan He; Alexander G. Hauptmann (ACM Multimedia, 2019)

Annotation Efficient Cross-Modal Retrieval with Adversarial Attentive Alignment. - Po-Yao Huang 001; Guoliang Kang; Wenhe Liu; Xiaojun Chang; Alexander G. Hauptmann (ACM Multimedia, 2019)

Shooter Localization Using Social Media Videos. - Junwei Liang 001; Jay D. Aronson; Alexander G. Hauptmann (ACM Multimedia, 2019)

ExCL: Extractive Clip Localization Using Natural Language Descriptions. - Soham Ghosh; Anuva Agarwal; Zarana Parekh; Alexander G. Hauptmann (NAACL-HLT (1), 2019)

OPERA: Operations-oriented Probabilistic Extraction, Reasoning, and Analysis. - Eduard H. Hovy; Jaime G. Carbonell; Hans Chalupsky; Anatole Gershman; Alex Hauptmann 001; Florian Metze; Teruko Mitamura; Zaid Sheikh; Ankit Dangi; Aditi Chaudhary; Xianyang Chen; Xiang Kong; et al. (TAC, 2019)

CMU-Informedia at TREC 2019 Incident Streams Track. - Junpei Zhou; Xinyu Wang; Po-Yao Huang 001; Alexander G. Hauptmann (TREC, 2019)

MMVG-INF-Etrol@TRECVID 2019: Activities in Extended Video. - Xiaojun Chang; Wenhe Liu; Po-Yao Huang 001; Changlin Li; Fengda Zhu; Mingfei Han 002; Mingjie Li 006; Mengyuan Ma; Siyi Hu; Guoliang Kang; Junwei Liang 001; Liangke Gui; et al. (TRECVID, 2019)

Inf@TRECVID 2019: Instance Search Task. - En Yu; Wenhe Liu; Guoliang Kang; Xiaojun Chang; Jiande Sun 001; Alexander G. Hauptmann (TRECVID, 2019)

Minding the Gaps in a Video Action Analysis Pipeline. - Jia Chen 001; Jiang Liu 011; Junwei Liang 001; Ting-Yao Hu; Wei Ke; Wayner Barrios; Dong Huang 007; Alexander G. Hauptmann (WACV Workshops, 2019)

Technical Report of the DAISY System - Shooter Localization, Models, Interface, and Beyond. - Junwei Liang 001; Jay D. Aronson; Alexander G. Hauptmann (CoRR, 2019)

Activitynet 2019 Task 3: Exploring Contexts for Dense Captioning Events in Videos. - Shizhe Chen; Yuqing Song 003; Yida Zhao; Qin Jin; Zhaoyang Zeng; Bei Liu 001; Jianlong Fu; Alexander G. Hauptmann (CoRR, 2019)

Report of 2017 NSF Workshop on Multimedia Challenges, Opportunities and Research Roadmaps. - Shih-Fu Chang; Alexander G. Hauptmann; Louis-Philippe Morency; Sameer K. Antani; Dick C. A. Bulterman; Carlos Busso; Joyce Yue Chai; Julia Hirschberg; Ramesh C. Jain; Ketan Mayer-Patel; Reuven Meth; Raymond J. Mooney; et al. (CoRR, 2019)

Focal Visual-Text Attention for Memex Question Answering. - Junwei Liang 001; Lu Jiang 004; Liangliang Cao; Yannis Kalantidis; Li-Jia Li 001; Alexander G. Hauptmann (IEEE Trans. Pattern Anal. Mach. Intell., 2019)

Scheduled sampling for one-shot learning via matching network. - Lingling Zhang 005; Jun Liu 002; Minnan Luo; Xiaojun Chang; Qinghua Zheng; Alexander G. Hauptmann (Pattern Recognit., 2019)

Automatic Vacant Parking Places Management System Using Multicamera Vehicle Detection. - Rafael Martin Nieto; Álvaro García-Martín; Alexander G. Hauptmann; José M. Martínez 001 (IEEE Trans. Intell. Transp. Syst., 2019)

Generating Video Descriptions With Latent Topic Guidance. - Shizhe Chen; Qin Jin; Jia Chen 001; Alexander G. Hauptmann (IEEE Trans. Multim., 2019)

Adaptive Semi-Supervised Feature Selection for Cross-Modal Retrieval. - En Yu; Jiande Sun 001; Jing Li 046; Xiaojun Chang; Xian-Hua Han; Alexander G. Hauptmann (IEEE Trans. Multim., 2019)

Unsupervised Multimodal Neural Machine Translation with Pseudo Visual Pivoting. - Po-Yao Huang 001; Junjie Hu 001; Xiaojun Chang; Alexander G. Hauptmann (ACL, 2020)

The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction. - Junwei Liang 001; Lu Jiang 004; Kevin P. Murphy; Ting Yu 003; Alexander G. Hauptmann (CVPR, 2020)

ELECTRICITY: An Efficient Multi-camera Vehicle Tracking System for Intelligent City. - Yijun Qian; Lijun Yu; Wenhe Liu; Alexander G. Hauptmann (CVPR Workshops, 2020)

Zero-VIRUS*: Zero-shot Vehicle Route Understanding System for Intelligent Transportation. - Lijun Yu; Qianyu Feng; Yijun Qian; Wenhe Liu; Alexander G. Hauptmann (CVPR Workshops, 2020)

ZSTAD: Zero-Shot Temporal Activity Detection. - Lingling Zhang 005; Xiaojun Chang; Jun Liu 002; Minnan Luo; Sen Wang 001; Zongyuan Ge; Alexander G. Hauptmann (CVPR, 2020)

Robust Long-Term Object Tracking via Improved Discriminative Model Prediction. - Seokeon Choi; Junhyun Lee; Yunsung Lee; Alexander G. Hauptmann (ECCV Workshops (5), 2020)

The Eighth Visual Object Tracking VOT2020 Challenge Results. - Matej Kristan; Ales Leonardis; Jiri Matas; Michael Felsberg; Roman P. Pflugfelder; Joni-Kristian Kämäräinen; Martin Danelljan; Luka Cehovin Zajc; Alan Lukezic; Ondrej Drbohlav; Linbo He; Yushan Zhang; et al. (ECCV Workshops (5), 2020)

SimAug: Learning Robust Representations from Simulation for Trajectory Prediction. - Junwei Liang 001; Lu Jiang 004; Alexander G. Hauptmann (ECCV (13), 2020)

Gun Source and Muzzle Head Detection. - Zhong Zhou; Isak Czeresnia Etinger; Florian Metze; Alexander Hauptmann 001; Alexander Waibel (IMAWM, 2020)

Event-Related Bias Removal for Real-time Disaster Events. - Salvador Medina Maza; Evangelia Spiliopoulou; Eduard H. Hovy; Alexander G. Hauptmann (EMNLP (Findings), 2020)

Stacked Pooling for Boosting Scale Invariance of Crowd Counting. - Siyu Huang; Xi Li 001; Zhi-Qi Cheng; Zhongfei Zhang; Alexander G. Hauptmann (ICASSP, 2020)

Forward and Backward Multimodal NMT for Improved Monolingual and Multilingual Cross-Modal Retrieval. - Po-Yao Huang 001; Xiaojun Chang; Alexander G. Hauptmann; Eduard H. Hovy (ICMR, 2020)

MuCAI'20: 1st International Workshop on Multimodal Conversational AI. - Alex Hauptmann 001; João Magalhães; Ricardo Gamelas Sousa; João Paulo Costeira (ACM Multimedia, 2020)

Pixel-Level Cycle Association: A New Perspective for Domain Adaptive Semantic Segmentation. - Guoliang Kang; Yunchao Wei; Yi Yang 001; Yueting Zhuang; Alexander G. Hauptmann (NeurIPS, 2020)

CMU Informedia at TRECVID 2020: Activity Detection with Dense Spatio-temporal Proposals. - Lijun Yu; Yijun Qian; Wenhe Liu; Alexander G. Hauptmann (TRECVID, 2020)

Argus: Efficient Activity Detection System for Extended Video Analysis. - Wenhe Liu; Guoliang Kang; Po-Yao Huang 001; Xiaojun Chang; Lijun Yu; Yijun Qian; Junwei Liang 001; Liangke Gui; Jing Wen; Peng Chen; Alexander G. Hauptmann (WACV Workshops, 2020)

Adaptive Feature Aggregation for Video Object Detection. - Yijun Qian; Lijun Yu; Wenhe Liu; Guoliang Kang; Alexander G. Hauptmann (WACV Workshops, 2020)

SimAug: Learning Robust Representations from 3D Simulation for Pedestrian Trajectory Prediction in Unseen Cameras. - Junwei Liang 001; Lu Jiang 004; Alexander G. Hauptmann (CoRR, 2020)

From A Glance to "Gotcha": Interactive Facial Image Retrieval with Progressive Relevance Feedback. - Xinru Yang; Haozhi Qi; Mingyang Li; Alexander G. Hauptmann (CoRR, 2020)

Spatial-Temporal Alignment Network for Action Recognition and Detection. - Junwei Liang 001; Liangliang Cao; Xuehan Xiong; Ting Yu 003; Alexander G. Hauptmann (CoRR, 2020)

Few-shot activity recognition with cross-modal memory network. - Lingling Zhang 005; Xiaojun Chang; Jun Liu 002; Minnan Luo; Mahesh Prakash; Alexander G. Hauptmann (Pattern Recognit., 2020)

Simultaneous Bearing Fault Recognition and Remaining Useful Life Prediction Using Joint-Loss Convolutional Neural Network. - Ruonan Liu; Boyuan Yang 002; Alexander G. Hauptmann (IEEE Trans. Ind. Informatics, 2020)

Semantics-Preserving Graph Propagation for Zero-Shot Object Detection. - Caixia Yan; Qinghua Zheng; Xiaojun Chang; Minnan Luo; Chung-Hsing Yeh; Alexander G. Hauptmann (IEEE Trans. Image Process., 2020)

Pair-based Uncertainty and Diversity Promoting Early Active Learning for Person Re-identification. - Wenhe Liu; Xiaojun Chang; Ling Chen 006; Dinh Phung 001; Xiaoqin Zhang 002; Yi Yang 001; Alexander G. Hauptmann (ACM Trans. Intell. Syst. Technol., 2020)

Learning Distilled Graph for Large-Scale Social Network Data Clustering. - Wenhe Liu; Dong Gong; Mingkui Tan; Qinfeng (Javen) Shi; Yi Yang 001; Alexander G. Hauptmann (IEEE Trans. Knowl. Data Eng., 2020)

Deep Top-$k$ Ranking for Image-Sentence Matching. - Lingling Zhang 005; Minnan Luo; Jun Liu 002; Xiaojun Chang; Yi Yang 001; Alexander G. Hauptmann (IEEE Trans. Multim., 2020)

Fuzzy Least Squares Support Vector Machine With Adaptive Membership for Object Tracking. - Shunli Zhang; Li Zhang 023; Alexander G. Hauptmann (IEEE Trans. Multim., 2020)

Statistical Distance Metric Learning for Image Set Retrieval. - Ting-Yao Hu; Alexander G. Hauptmann (ICASSP, 2021)

Learning to Hallucinate Examples from Extrinsic and Intrinsic Supervision. - Liangke Gui; Adrien Bardes; Ruslan Salakhutdinov; Alexander Hauptmann 001; Martial Hebert; Yu-Xiong Wang (ICCV, 2021)

Pose Guided Person Image Generation With Hidden P-Norm Regression. - Ting-Yao Hu; Alexander G. Hauptmann (ICIP, 2021)

Support-set bottlenecks for video-text representation learning. - Mandela Patrick; Po-Yao Huang 001; Yuki Markus Asano; Florian Metze; Alexander G. Hauptmann; João F. Henriques; Andrea Vedaldi (ICLR, 2021)

Person Search Challenges and Solutions: A Survey. - Xiangtan Lin; Pengzhen Ren; Yun Xiao; Xiaojun Chang; Alex Hauptmann 001 (IJCAI, 2021)

Importance of Parasagittal Sensor Information in Tongue Motion Capture Through a Diphonic Analysis. - Salvador Medina; Sarah Taylor; Mark Tiede; Alexander G. Hauptmann; Iain A. Matthews (Interspeech, 2021)

Learning Unbiased Transformer for Long-Tail Sports Action Classification. - Yijun Qian; Lijun Yu; Wenhe Liu; Alexander Hauptmann 001 (MediaEval, 2021)

MMPT'21: International Joint Workshop on Multi-Modal Pre-Training for Multimedia Understanding. - Bei Liu 001; Jianlong Fu; Shizhe Chen; Qin Jin; Alexander G. Hauptmann; Yong Rui (ICMR, 2021)

MuCAI'21: 2nd ACM Multimedia Workshop on Multimodal Conversational AI. - João Magalhães; Alexander G. Hauptmann; Ricardo Gamelas Sousa; Carlos Santiago (ACM Multimedia, 2021)

iFetch: Multimodal Conversational Agents for the Online Fashion Marketplace. - Ricardo Gamelas Sousa; Pedro Miguel Ferreira; Pedro Moreira Costa; Pedro Azevedo; João Paulo Costeira; Carlos Santiago; João Magalhães; David Semedo; Rafael Ferreira 003; Alexander I. Rudnicky; Alexander G. Hauptmann (MuCAI @ ACM Multimedia, 2021)

Multilingual Multimodal Pre-training for Zero-Shot Cross-Lingual Transfer of Vision-Language Models. - Poyao Huang 001; Mandela Patrick; Junjie Hu 001; Graham Neubig; Florian Metze; Alex Hauptmann 001 (NAACL-HLT, 2021)

MSNet: A Multilevel Instance Segmentation Network for Natural Disaster Damage Assessment in Aerial Videos. - Xiaoyu Zhu; Junwei Liang 001; Alexander G. Hauptmann (WACV, 2021)

Scene Graphs: A Survey of Generations and Applications. - Xiaojun Chang; Pengzhen Ren; Pengfei Xu 003; Zhihui Li 001; Xiaojiang Chen; Alex Hauptmann 001 (CoRR, 2021)

Subspace Representation Learning for Few-shot Image Classification. - Ting-Yao Hu; Zhi-Qi Cheng; Alexander G. Hauptmann (CoRR, 2021)

Rethinking Spatial Invariance of Convolutional Networks for Object Counting. - Zhi-Qi Cheng; Qi Dai 001; Hong Li; Jingkuan Song; Xiao Wu 001; Alexander G. Hauptmann (CVPR, 2022)

Speech Driven Tongue Animation. - Salvador Medina; Denis Tomè; Carsten Stoll; Mark Tiede; Kevin Munhall; Alex Hauptmann 001; Iain A. Matthews (CVPR, 2022)

Rethinking Zero-shot Action Recognition: Learning from Latent Atomic Actions. - Yijun Qian; Lijun Yu; Wenhe Liu; Alexander G. Hauptmann (ECCV (4), 2022)

GSRFormer: Grounded Situation Recognition Transformer with Alternate Semantic Attention Refinement. - Zhi-Qi Cheng; Qi Dai 001; Siyao Li; Teruko Mitamura; Alexander Hauptmann 001 (ACM Multimedia, 2022)

KAT: A Knowledge Augmented Transformer for Vision-and-Language. - Liangke Gui; Borui Wang; Qiuyuan Huang; Alexander Hauptmann 001; Yonatan Bisk; Jianfeng Gao 001 (NAACL-HLT, 2022)

TRM: Temporal Relocation Module for Video Recognition. - Yijun Qian; Guoliang Kang; Lijun Yu; Wenhe Liu; Alexander G. Hauptmann (WACV (Workshops), 2022)

Argus++: Robust Real-time Activity Detection for Unconstrained Video Streams with Overlapping Cube Proposals. - Lijun Yu; Yijun Qian; Wenhe Liu; Alexander G. Hauptmann (WACV (Workshops), 2022)

Training Vision-Language Transformers from Captions Alone. - Liangke Gui; Qiuyuan Huang; Alex Hauptmann 001; Yonatan Bisk; Jianfeng Gao 001 (CoRR, 2022)

Deep Discrete Cross-Modal Hashing with Multiple Supervision. - En Yu; Jianhua Ma; Jiande Sun 001; Xiaojun Chang; Huaxiang Zhang 001; Alexander G. Hauptmann (Neurocomputing, 2022)

Contrastive Adaptation Network for Single- and Multi-Source Domain Adaptation. - Guoliang Kang; Lu Jiang 004; Yunchao Wei; Yi Yang 001; Alexander Hauptmann 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2022)

Zero-Shot and Few-Shot Stance Detection on Varied Topics via Conditional Generation. - Haoyang Wen; Alexander G. Hauptmann (ACL (2), 2023)

Towards Open-Domain Twitter User Profile Inference. - Haoyang Wen; Zhenxin Xiao; Eduard H. Hovy; Alexander G. Hauptmann (ACL (Findings), 2023)

MAGVIT: Masked Generative Video Transformer. - Lijun Yu; Yong Cheng; Kihyuk Sohn; José Lezama; Han Zhang 010; Huiwen Chang; Alexander G. Hauptmann; Ming-Hsuan Yang 001; Yuan Hao; Irfan Essa; Lu Jiang 004 (CVPR, 2023)

STMT: A Spatial-Temporal Mesh Transformer for MoCap-Based Action Recognition. - Xiaoyu Zhu; Po-Yao Huang 001; Junwei Liang 001; Celso M. de Melo; Alexander G. Hauptmann (CVPR, 2023)

DocumentNet: Bridging the Data Gap in Document Pre-training. - Lijun Yu; Jin Miao; Xiaoyu Sun; Jiayi Chen; Alexander G. Hauptmann; Hanjun Dai; Wei Wei 019 (EMNLP (Industry Track), 2023)

ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules. - Zhi-Qi Cheng; Qi Dai 001; Alexander G. Hauptmann (ICCV, 2023)

Breaking The Limits of Text-conditioned 3D Motion Synthesis with Elaborative Descriptions. - Yijun Qian; Jack Urbanek; Alexander G. Hauptmann; Jungdam Won (ICCV, 2023)

SPAE: Semantic Pyramid AutoEncoder for Multimodal Generation with Frozen LLMs. - Lijun Yu; Yong Cheng; Zhiruo Wang; Vivek Kumar; Wolfgang Macherey; Yanping Huang; David A. Ross; Irfan Essa; Yonatan Bisk; Ming-Hsuan Yang 001; Kevin P. Murphy; Alexander G. Hauptmann; et al. (NeurIPS, 2023)

ChartReader: A Unified Framework for Chart Derendering and Comprehension without Heuristic Rules. - Zhi-Qi Cheng; Qi Dai 001; Siyao Li; Jingdong Sun; Teruko Mitamura; Alexander G. Hauptmann (CoRR, 2023)

Document Entity Retrieval with Massive and Noisy Pre-training. - Lijun Yu; Jin Miao; Xiaoyu Sun; Jiayi Chen; Alexander G. Hauptmann; Hanjun Dai; Wei Wei 019 (CoRR, 2023)

A Comprehensive Survey of Scene Graphs: Generation and Application. - Xiaojun Chang; Pengzhen Ren; Pengfei Xu 003; Zhihui Li 001; Xiaojiang Chen; Alex Hauptmann 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Training Vision-Language Transformers from Captions. - Liangke Gui; Yingshan Chang; Qiuyuan Huang; Subhojit Som; Alexander G. Hauptmann; Jianfeng Gao 001; Yonatan Bisk (Trans. Mach. Learn. Res., 2023)

Video Pivoting Unsupervised Multi-Modal Machine Translation. - Mingjie Li 006; Po-Yao Huang 001; Xiaojun Chang; Junjie Hu 001; Yi Yang 001; Alex Hauptmann 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

TN-ZSTAD: Transferable Network for Zero-Shot Temporal Activity Detection. - Lingling Zhang 005; Xiaojun Chang; Jun Liu 002; Minnan Luo; Zhihui Li 001; Lina Yao 001; Alex Hauptmann 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Transitive Consistency Constrained Learning for Entity-to-Entity Stance Detection. - Haoyang Wen; Eduard H. Hovy; Alexander Hauptmann 001 (ACL (1), 2024)

Text Motion Translator: A Bi-directional Model for Enhanced 3D Human Motion Generation from Open-Vocabulary Descriptions. - Yijun Qian; Jack Urbanek; Alex Hauptmann 001; Jungdam Won (ECCV (63), 2024)

Open-Vocabulary 3D Semantic Segmentation with Text-to-Image Diffusion Models. - Xiaoyu Zhu; Hao Zhou 014; Pengfei Xing; Long Zhao 003; Hao Xu; Junwei Liang 001; Alexander Hauptmann 001; Ting Liu 005; Andrew C. Gallagher (ECCV (29), 2024)

SHIELD: LLM-Driven Schema Induction for Predictive Analytics in EV Battery Supply Chain Disruptions. - Zhi-Qi Cheng; Yifei Dong; Aike Shi; Wei Liu 015; Yuzhi Hu; Jason O'Connor; Alexander G. Hauptmann; Kate Whitefoot (EMNLP (Industry Track), 2024)

The Seven Faces of Stress: Understanding Facial Activity Patterns During Cognitive Stress. - Carla Viegas; Roy A. Maxion; Alexander G. Hauptmann; João Magalhães (FG, 2024)

PhISANet: Phonetically Informed Speech Animation Network. - Salvador Medina; Sarah L. Taylor; Carsten Stoll; Gareth Edwards; Alex Hauptmann 001; Shinji Watanabe 001; Iain A. Matthews (ICASSP, 2024)

Language Model Beats Diffusion - Tokenizer is key to visual generation. - Lijun Yu; José Lezama; Nitesh Bharadwaj Gundavarapu; Luca Versari; Kihyuk Sohn; David Minnen; Yong Cheng; Agrim Gupta; Xiuye Gu; Alexander G. Hauptmann; Boqing Gong; Ming-Hsuan Yang 001; et al. (ICLR, 2024)

VICAN: Very Efficient Calibration Algorithm for Large Camera Networks. - Gabriel Moreira; Manuel Marques; João Paulo Costeira; Alexander Hauptmann 001 (ICRA, 2024)

SZTU-CMU at MER2024: Improving Emotion-LLaMA with Conv-Attention for Multimodal Emotion Recognition. - Zebang Cheng; Shuyuan Tu; Dawei Huang; Minghan Li; Xiaojiang Peng; Zhi-Qi Cheng; Alexander G. Hauptmann (MRAC@MM, 2024)

Visual Grounding for User Interfaces. - Yijun Qian; Yujie Lu; Alexander Hauptmann 001; Oriana Riva (NAACL (Industry Track), 2024)

Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning. - Zebang Cheng; Zhi-Qi Cheng; Jun-Yan He; Kai Wang 036; Yuxiang Lin; Zheng Lian; Xiaojiang Peng; Alexander G. Hauptmann (NeurIPS, 2024)

Human-Aware Vision-and-Language Navigation: Bridging Simulation to Reality with Dynamic Human Interactions. - Heng Li; Minghan Li; Zhi-Qi Cheng; Yifei Dong; Yuxuan Zhou 004; Jun-Yan He; Qi Dai 001; Teruko Mitamura; Alexander G. Hauptmann (NeurIPS, 2024)

Towards Calibrated Robust Fine-Tuning of Vision-Language Models. - Changdae Oh; Hyesu Lim; Mijoo Kim; Dongyoon Han; Sangdoo Yun; Jaegul Choo; Alexander Hauptmann 001; Zhi-Qi Cheng; Kyungwoo Song (NeurIPS, 2024)

Hyperbolic vs Euclidean Embeddings in Few-Shot Learning: Two Sides of the Same Coin. - Gabriel Moreira; Manuel Marques; João Paulo Costeira; Alexander G. Hauptmann (WACV, 2024)

Adversarially Masked Video Consistency for Unsupervised Domain Adaptation. - Xiaoyu Zhu; Junwei Liang 001; Po-Yao Huang 001; Alex Hauptmann 001 (CoRR, 2024)

MM-TTS: A Unified Framework for Multimodal, Prompt-Induced Emotional Text-to-Speech Synthesis. - Xiang Li; Zhi-Qi Cheng; Jun-Yan He; Xiaojiang Peng; Alexander G. Hauptmann (CoRR, 2024)

Learning Visual-Semantic Subspace Representations for Propositional Reasoning. - Gabriel Moreira; Alexander Hauptmann 001; Manuel Marques; João Paulo Costeira (CoRR, 2024)

Emotion-LLaMA: Multimodal Emotion Recognition and Reasoning with Instruction Tuning. - Zebang Cheng; Zhi-Qi Cheng; Jun-Yan He; Jingdong Sun; Kai Wang 036; Yuxiang Lin; Zheng Lian; Xiaojiang Peng; Alexander Hauptmann 001 (CoRR, 2024)

Multimodal Reranking for Knowledge-Intensive Visual Question Answering. - Haoyang Wen; Honglei Zhuang; Hamed Zamani; Alexander Hauptmann 001; Michael Bendersky (CoRR, 2024)

Combo: Co-speech holistic 3D human motion generation and efficient customizable adaptation in harmony. - Chao Xu 023; Mingze Sun; Zhi-Qi Cheng; Fei Wang 032; Yang Liu 356; Baigui Sun; Ruqi Huang; Alexander Hauptmann 001 (CoRR, 2024)

Learning Visual-Semantic Subspace Representations. - Gabriel Moreira; Manuel Marques; João Paulo Costeira; Alexander G. Hauptmann (AISTATS, 2025)

Emphasizing Discriminative Features for Dataset Distillation in Complex Scenarios. - Kai Wang 036; Zekai Li; Zhi-Qi Cheng; Samir Khaki; Ahmad Sajedi; Ramakrishna Vedantam; Konstantinos N. Plataniotis; Alexander Hauptmann 001; Yang You 001 (CVPR, 2025)

UMETTS: A Unified Framework for Emotional Text-to-Speech Synthesis with Multimodal Prompts. - Xiang Li; Zhi-Qi Cheng; Jun-Yan He; Junyao Chen; Xiaomao Fan; Xiaojiang Peng; Alexander G. Hauptmann (ICASSP, 2025)

MetaDesigner: Advancing Artistic Typography through AI-Driven, User-Centric, and Multilingual WordArt Synthesis. - Jun-Yan He; Zhi-Qi Cheng; Chenyang Li 007; Jingdong Sun; Qi He; Wangmeng Xiang; Hanyuan Chen; Jin-Peng Lan; Xianhui Lin; Kang Zhu; Bin Luo 008; Yifeng Geng; et al. (ICLR, 2025)

Direct Preference Optimization of Video Large Multimodal Models from Language Model Reward. - Ruohong Zhang; Liangke Gui; Zhiqing Sun; Yihao Feng; Keyang Xu; Yuanhan Zhang; Di Fu; Chunyuan Li; Alexander G. Hauptmann; Yonatan Bisk; Yiming Yang (NAACL (Long Papers), 2025)

HA-VLN: A Benchmark for Human-Aware Navigation in Discrete-Continuous Environments with Dynamic Multi-Human Interactions, Real-World Validation, and an Open Leaderboard. - Yifei Dong; Fengyi Wu; Qi He; Heng Li; Minghan Li; Zebang Cheng; Yuxuan Zhou 004; Jingdong Sun; Qi Dai 001; Zhi-Qi Cheng; Alexander G. Hauptmann (CoRR, 2025)

Deciphering GunType Hierarchy through Acoustic Analysis of Gunshot Recordings. - Ankit Shah 001; Rita Singh; Bhiksha Raj; Alex Hauptmann 001 (CoRR, 2025)

GoViG: Goal-Conditioned Visual Navigation Instruction Generation. - Fengyi Wu; Yifei Dong; Zhi-Qi Cheng; Yilong Dai; Guangyu Chen; Hang Wang; Qi Dai 001; Alexander G. Hauptmann (CoRR, 2025)