Compound splitting and lexical unit recombination for improved performance of a speech recognition system for German parliamentary speeches. - Martha A. Larson; Daniel Willett; Joachim Köhler; Gerhard Rigoll (INTERSPEECH, 2000)

Exploring sub-word features and linear support vector machines for German spoken document classification. - Martha A. Larson; Stefan Eickeler; Gerhard Paaß; Edda Leopold; Jörg Kindermann (INTERSPEECH, 2002)

Creation of an Annotated German Broadcast Speech Database for Spoken Document Retrieval. - Stefan Eickeler; Martha A. Larson; Wolff Rüter; Joachim Köhler (LREC, 2002)

SVM Classification Using Sequences of Phonemes and Syllables. - Gerhard Paass; Edda Leopold; Martha A. Larson; Jörg Kindermann; Stefan Eickeler (PKDD, 2002)

Using syllable-based indexing features and language models to improve German spoken document retrieval. - Martha A. Larson; Stefan Eickeler (INTERSPEECH, 2003)

Structuring and indexing digital archives of radio broadcasters. - Martha A. Larson; Thomas Beckers; Volker Schlögell (GI Jahrestagung (2), 2005)

Structured Audio Player: Supporting Radio Archive Workflows with Automatically Generated Structure Metadata. - Martha A. Larson; Joachim Köhler (RIAO, 2007)

Multimodal indexing of digital audio-visual documents: A case study for cultural heritage data. - James Carmichael; Martha A. Larson; Jennifer Marlow; Eamonn Newman; Paul D. Clough; Johan Oomen; Sorin Sav (CBMI, 2008)

PodCred: a framework for analyzing podcast preference. - Manos Tsagkias; Martha A. Larson; Wouter Weerkamp; Maarten de Rijke (WICOW, 2008)

Metadata and Multilinguality in Video Classification. - Jiyin He; Xu Zhang; Wouter Weerkamp; Martha A. Larson (CLEF, 2008)

The University of Amsterdam at VideoCLEF 2008. - Jiyin He; Xu Zhang; Wouter Weerkamp; Martha A. Larson (CLEF (Working Notes), 2008)

Overview of VideoCLEF 2008: Automatic Generation of Topic-Based Feeds for Dual Language Audio-Visual Content. - Martha A. Larson; Eamonn Newman; Gareth J. F. Jones (CLEF, 2008)

Using Coherence-Based Measures to Predict Query Difficulty. - Jiyin He; Martha A. Larson; Maarten de Rijke (ECIR, 2008)

An Exploratory Study of User Goals and Strategies in Podcast Search. - Jana Besser; Katja Hofmann; Martha A. Larson (LWA, 2008)

On the Topical Structure of the Relevance Feedback Set. - Jiyin He; Martha A. Larson; Maarten de Rijke (LWA, 2008)

Blogger, stick to your story: modeling topical noise in blogs with coherence measures. - Jiyin He; Wouter Weerkamp; Martha A. Larson; Maarten de Rijke (AND, 2008)

Term clouds as surrogates for user generated speech. - Manos Tsagkias; Martha A. Larson; Maarten de Rijke (SIGIR, 2008)

Spoken content retrieval: Searching spontaneous conversational speech. - Joachim Köhler; Martha A. Larson; Franciska de Jong; Wessel Kraaij; Roeland Ordelman (SIGIR Forum, 2008)

Information access to cultural heritage. - Martha A. Larson; Kate Fernie; Johan Oomen; Juan Miguel Cigarrán Recuero (SIGIR Forum, 2008)

Exploiting Speech Recognition Transcripts for Narrative Peak Detection in Short-Form Documentaries. - Martha A. Larson; Bart Jochems; Ewine Smits; Roeland Ordelman (CLEF (Working Notes), 2009)

Overview of VideoCLEF 2009: New Perspectives on Speech-based Multimedia Content Enrichment. - Martha A. Larson; Eamonn Newman; Gareth J. F. Jones (CLEF (Working Notes), 2009)

Investigating the Global Semantic Impact of Speech Recognition Error on Spoken Content Collections. - Martha A. Larson; Manos Tsagkias; Jiyin He; Maarten de Rijke (ECIR, 2009)

Exploiting Surface Features for the Prediction of Podcast Preference. - Manos Tsagkias; Martha A. Larson; Maarten de Rijke (ECIR, 2009)

Visual Resampling for Pseudo-Relevance Feedback during Speech-based Video Retrieval. - Stevan Rudinac; Martha A. Larson; Alan Hanjalic (LWA, 2009)

Searching multimedia content with a spontaneous conversational speech track. - Martha A. Larson; Roeland Ordelman; Franciska de Jong; Wessel Kraaij; Joachim Köhler (ACM Multimedia, 2009)

Exploiting user similarity based on rated-item pools for improved user-based collaborative filtering. - Yue Shi 002; Martha A. Larson; Alan Hanjalic (RecSys, 2009)

Enhanced Multimedia Content Access and Exploitation Using Semantic Speech Retrieval. - Roeland Ordelman; Franciska de Jong; Martha A. Larson (ICSC, 2009)

Exploiting visual reranking to improve pseudo-relevance feedback for spoken-content-based video retrieval. - Stevan Rudinac; Martha A. Larson; Alan Hanjalic (WIAMIS, 2009)

An effective coherence measure to determine topical consistency in user-generated content. - Jiyin He; Wouter Weerkamp; Martha A. Larson; Maarten de Rijke (Int. J. Document Anal. Recognit., 2009)

Special Issue on Information Access to Cultural Heritage. - Martha A. Larson; Kate Fernie; Johan Oomen (J. Digit. Inf., 2009)

Exploiting Result Consistency to Select Query Expansions for Spoken Content Retrieval. - Stevan Rudinac; Martha A. Larson; Alan Hanjalic (ECIR, 2010)

Towards affective state modeling in narrative and conversational settings. - Bart Jochems; Martha A. Larson; Roeland Ordelman; Ronald Poppe; Khiet P. Truong (INTERSPEECH, 2010)

Contextual verification for open vocabulary spoken term detection. - Daniel Schneider 003; Timo Mertens; Martha A. Larson; Joachim Köhler (INTERSPEECH, 2010)

The participation payoff: challenges and opportunities for multimedia access in networked communities. - Naeem Ramzan; Martha A. Larson; Frédéric Dufaux; Kai Clüver (Multimedia Information Retrieval, 2010)

Advances in multimedia retrieval, part i: frontiers in multimedia search. - Alan Hanjalic; Martha A. Larson (ACM Multimedia, 2010)

Multimedia content with a speech track: ACM multimedia 2010 workshop on searching spontaneous conversational speech. - Martha A. Larson; Roeland Ordelman; Florian Metze; Wessel Kraaij; Franciska de Jong (ACM Multimedia, 2010)

Exploiting noisy visual concept detection to improve spoken content based video retrieval. - Stevan Rudinac; Martha A. Larson; Alan Hanjalic (ACM Multimedia, 2010)

List-wise learning to rank with matrix factorization for collaborative filtering. - Yue Shi 002; Martha A. Larson; Alan Hanjalic (RecSys, 2010)

Visual concept-based selection of query expansions for spoken content retrieval. - Stevan Rudinac; Martha A. Larson; Alan Hanjalic (SIGIR, 2010)

Predicting podcast preference: An analysis framework and its application. - Manos Tsagkias; Martha A. Larson; Maarten de Rijke (J. Assoc. Inf. Sci. Technol., 2010)

Podcast search: user goals and retrieval technologies. - Jana Besser; Martha A. Larson; Katja Hofmann (Online Inf. Rev., 2010)

Multimedia with a speech track: searching spontaneous conversational speech. - Martha A. Larson; Roeland Ordelman; Franciska de Jong; Joachim Köhler; Wessel Kraaij (SIGIR Forum, 2010)

The where in the tweet. - Wen Li; Pavel Serdyukov; Arjen P. de Vries; Carsten Eickhoff; Martha A. Larson (CIKM, 2011)

A peer's-eye view: network term clouds in a peer-to-peer system. - Raynor Vliegendhart; Martha A. Larson; Christoph Kofler; Johan A. Pouwelse (CIKM, 2011)

To Seek, Perchance to Fail: Expressions of User Needs in Internet Video Search. - Christoph Kofler; Martha A. Larson; Alan Hanjalic (ECIR, 2011)

Reranking Collaborative Filtering with Multiple Self-contained Modalities. - Yue Shi 002; Martha A. Larson; Alan Hanjalic (ECIR, 2011)

How Far Are We in Trust-Aware Recommendation? - Yue Shi 002; Martha A. Larson; Alan Hanjalic (ECIR, 2011)

Personalized Landmark Recommendation Based on Geotags from Photo Sharing Sites. - Yue Shi 002; Pavel Serdyukov; Alan Hanjalic; Martha A. Larson (ICWSM, 2011)

Overview of MediaEval 2011 Rich Speech Retrieval Task and Genre Tagging Task. - Martha A. Larson; Maria Eskevich; Roeland Ordelman; Christoph Kofler; Sebastian Schmiedeke; Gareth J. F. Jones (MediaEval, 2011)

TUD-MIR at MediaEval 2011 Genre Tagging Task: Query expansion from a limited number of labeled videos. - Stevan Rudinac; Martha A. Larson; Alan Hanjalic (MediaEval, 2011)

Rich Speech Retrieval Using Query Word Filter. - Christian Wartena; Martha A. Larson (MediaEval, 2011)

Automatic tagging and geotagging in video collections and communities. - Martha A. Larson; Mohammad Soleymani 001; Pavel Serdyukov; Stevan Rudinac; Christian Wartena; Vanessa Murdock 001; Gerald Friedland; Roeland Ordelman; Gareth J. F. Jones (ICMR, 2011)

Frontiers in multimedia search. - Alan Hanjalic; Martha A. Larson (ACM Multimedia, 2011)

Alice's worlds of wonder: exploiting tags to understand images in terms of size and scale. - Christoph Kofler; Martha A. Larson; Alan Hanjalic (ACM Multimedia, 2011)

Reading between the tags to predict real-world size-class for visually depicted objects in images. - Martha A. Larson; Christoph Kofler; Alan Hanjalic (ACM Multimedia, 2011)

Finding representative and diverse community contributed images to create visual summaries of geographic areas. - Stevan Rudinac; Alan Hanjalic; Martha A. Larson (ACM Multimedia, 2011)

Tags as Bridges between Domains: Improving Recommendation with Tag-Induced Cross-Domain Collaborative Filtering. - Yue Shi 002; Martha A. Larson; Alan Hanjalic (UMAP, 2011)

Detector Performance Prediction Using Set Annotations. - Robin Aly; Martha A. Larson (Adaptive Multimedia Retrieval, 2012)

Comparing retrieval effectiveness of alternative content segmentation methods for Internet video search. - Maria Eskevich; Gareth J. F. Jones; Christian Wartena; Martha A. Larson; Robin Aly; Thijs Verschoor; Roeland Ordelman (CBMI, 2012)

Creating a Data Collection for Evaluating Rich Speech Retrieval. - Maria Eskevich; Gareth J. F. Jones; Martha A. Larson; Roeland Ordelman (LREC, 2012)

Search and Hyperlinking Task at MediaEval 2012. - Maria Eskevich; Gareth J. F. Jones; Shu Chen; Robin Aly; Roeland Ordelman; Martha A. Larson (MediaEval, 2012)

Preliminary Exploration of the Use of Geographical Information for Content-based Geo-tagging of Social Video. - Xinchao Li; Claudia Hauff; Martha A. Larson; Alan Hanjalic (MediaEval, 2012)

MediaEval 2012 Tagging Task: Prediction based on One Best List and Confusion Networks. - Yangyang Shi; Martha A. Larson; Pascal Wiggers; Catholijn M. Jonker (MediaEval, 2012)

TUD at MediaEval 2012 genre tagging task: Multi-modality video categorization with one-vs-all classifiers. - Peng Xu; Yangyang Shi; Martha A. Larson (MediaEval, 2012)

GeoMM'12: ACM international workshop on geotagging and its applications in multimedia. - Liangliang Cao; Gerald Friedland; Martha A. Larson (ACM Multimedia, 2012)

ACM multimedia 2012 workshop on crowdsourcing for multimedia. - Kuan-Ta Chen; Wei-Ta Chu; Martha A. Larson; Wei Tsang Ooi (ACM Multimedia, 2012)

Intent and its discontents: the user at the wheel of the online video search engine. - Alan Hanjalic; Christoph Kofler; Martha A. Larson (ACM Multimedia, 2012)

When video search goes wrong: predicting query failure using search engine logs and visual search results. - Christoph Kofler; Linjun Yang; Martha A. Larson; Tao Mei 001; Alan Hanjalic; Shipeng Li 001 (ACM Multimedia, 2012)

LikeLines: collecting timecode-level feedback for web videos through user interactions. - Raynor Vliegendhart; Martha A. Larson; Alan Hanjalic (ACM Multimedia, 2012)

Recommender Systems Evaluation: A 3D Benchmark. - Alan Said; Domonkos Tikk; Klara Stumpf; Yue Shi 002; Martha A. Larson; Paolo Cremonesi (RUE@RecSys, 2012)

CLiMF: learning to maximize reciprocal rank with collaborative less-is-more filtering. - Yue Shi 002; Alexandros Karatzoglou; Linas Baltrunas; Martha A. Larson; Nuria Oliver; Alan Hanjalic (RecSys, 2012)

TFMAP: optimizing MAP for top-n context-aware recommendation. - Yue Shi 002; Alexandros Karatzoglou; Linas Baltrunas; Martha A. Larson; Alan Hanjalic; Nuria Oliver (SIGIR, 2012)

Adaptive diversification of recommendation results via latent factor portfolio. - Yue Shi 002; Xiaoxue Zhao; Jun Wang 012; Martha A. Larson; Alan Hanjalic (SIGIR, 2012)

The CUBRIK project: human-enhanced time-aware multimedia search. - Piero Fraternali; Marco Tagliasacchi; Davide Martinenghi; Alessandro Bozzon; Ilio Catallo; Eleonora Ciceri; Francesco Saverio Nucci; Vincenzo Croce; Ismail Sengör Altingövde; Wolf Siberski; Fausto Giunchiglia; Wolfgang Nejdl; et al. (WWW (Companion Volume), 2012)

Discovering User Perceptions of Semantic Similarity in Near-duplicate Multimedia Files. - Raynor Vliegendhart; Martha A. Larson; Johan A. Pouwelse (CrowdSearch, 2012)

Spoken Content Retrieval: A Survey of Techniques and Technologies. - Martha A. Larson; Gareth J. F. Jones (Found. Trends Inf. Retr., 2012)

The Community and the Crowd: Multimedia Benchmark Dataset Development. - Martha A. Larson; Mohammad Soleymani 001; Maria Eskevich; Pavel Serdyukov; Roeland Ordelman; Gareth J. F. Jones (IEEE Multim., 2012)

Leveraging visual concepts and query performance prediction for semantic-theme-based video retrieval. - Stevan Rudinac; Martha A. Larson; Alan Hanjalic (Int. J. Multim. Inf. Retr., 2012)

Special issue on searching speech. - Martha A. Larson; Franciska de Jong; Wessel Kraaij; Steve Renals (ACM Trans. Inf. Syst., 2012)

K-component recurrent neural network language models using curriculum learning. - Yangyang Shi; Martha A. Larson; Catholijn M. Jonker (ASRU, 2013)

GAPfm: optimal top-n recommendations for graded relevance domains. - Yue Shi 002; Alexandros Karatzoglou; Linas Baltrunas; Martha A. Larson; Alan Hanjalic (CIKM, 2013)

I want to be Sachin Tendulkar!: a spoken english cricket game for rural students. - Martha A. Larson; Nitendra Rajput; Abhigyan Singh; Saurabh Srivastava (CSCW, 2013)

CLiMF: Collaborative Less-Is-More Filtering. - Yue Shi 002; Alexandros Karatzoglou; Linas Baltrunas; Martha A. Larson; Nuria Oliver; Alan Hanjalic (IJCAI, 2013)

Speed up of recurrent neural network language models with sentence independent subsampling stochastic gradient descent. - Yangyang Shi; Mei-Yuh Hwang; Kaisheng Yao; Martha A. Larson (INTERSPEECH, 2013)

Exploiting the succeeding words in recurrent neural network language models. - Yangyang Shi; Martha A. Larson; Pascal Wiggers; Catholijn M. Jonker (INTERSPEECH, 2013)

Narrative-driven Multimedia Tagging and Retrieval: Investigating Design and Practice for Speech-based Mobile Applications. - Abhigyan Singh; Martha A. Larson (SLAM@INTERSPEECH, 2013)

Exploration of Feature Combination in Geo-visual Ranking for Visual Content-based Location Prediction. - Xinchao Li; Michael Riegler 001; Martha A. Larson; Alan Hanjalic (MediaEval, 2013)

Crowdsourcing for Social Multimedia at MediaEval 2013: Challenges, Data set, and Evaluation. - Babak Loni; Martha A. Larson; Alessandro Bozzon; Luke R. Gottlieb (MediaEval, 2013)

Multimedia information seeking through search and hyperlinking. - Maria Eskevich; Gareth J. F. Jones; Robin Aly; Roeland Ordelman; Shu Chen; Danish Nadeem; Camille Guinaudeau; Guillaume Gravier; Pascale Sébillot; Tom De Nies; Pedro Debevere; Rik Van de Walle; et al. (ICMR, 2013)

Geo-visual ranking for location prediction of social images. - Xinchao Li; Martha A. Larson; Alan Hanjalic (ICMR, 2013)

ACM multimedia 2013 workshop on crowdsourcing for multimedia. - Kuan-Ta Chen; Wei-Ta Chu; Martha A. Larson (ACM Multimedia, 2013)

Crowdsourcing for multimedia research. - Mohammad Soleymani 001; Martha A. Larson (ACM Multimedia, 2013)

How do we deep-link?: leveraging user-contributed time-links for non-linear video access. - Raynor Vliegendhart; Babak Loni; Martha A. Larson; Alan Hanjalic (ACM Multimedia, 2013)

Fashion-focused creative commons social dataset. - Babak Loni; María Menéndez 001; Mihai Georgescu; Luca Galli; Claudio Massari; Ismail Sengör Altingövde; Davide Martinenghi; Mark S. Melenhorst; Raynor Vliegendhart; Martha A. Larson (MMSys, 2013)

Blip10000: a social video dataset containing SPUG content for tagging and retrieval. - Sebastian Schmiedeke; Peng Xu; Isabelle Ferrané; Maria Eskevich; Christoph Kofler; Martha A. Larson; Yannick Estève; Lori Lamel; Gareth J. F. Jones; Thomas Sikora (MMSys, 2013)

xCLiMF: optimizing expected reciprocal rank for data with multiple levels of relevance. - Yue Shi 002; Alexandros Karatzoglou; Linas Baltrunas; Martha A. Larson; Alan Hanjalic (RecSys, 2013)

K-Component Adaptive Recurrent Neural Network Language Models. - Yangyang Shi; Martha A. Larson; Pascal Wiggers; Catholijn M. Jonker (TSD, 2013)

Generalized Tag-induced Cross-Domain Collaborative Filtering - Yue Shi 002; Martha A. Larson; Alan Hanjalic (CoRR, 2013)

When music makes a scene. - Cynthia C. S. Liem; Martha A. Larson; Alan Hanjalic (Int. J. Multim. Inf. Retr., 2013)

Unifying rating-oriented and ranking-oriented collaborative filtering for improved recommendation. - Yue Shi 002; Martha A. Larson; Alan Hanjalic (Inf. Sci., 2013)

Mining contextual movie similarity with matrix factorization for context-aware recommendation. - Yue Shi 002; Martha A. Larson; Alan Hanjalic (ACM Trans. Intell. Syst. Technol., 2013)

Nontrivial landmark recommendation using geotagged photos. - Yue Shi 002; Pavel Serdyukov; Alan Hanjalic; Martha A. Larson (ACM Trans. Intell. Syst. Technol., 2013)

Generating Visual Summaries of Geographic Areas Using Community-Contributed Images. - Stevan Rudinac; Alan Hanjalic; Martha A. Larson (IEEE Trans. Multim., 2013)

Learning Crowdsourced User Preferences for Visual Summarization of Image Collections. - Stevan Rudinac; Martha A. Larson; Alan Hanjalic (IEEE Trans. Multim., 2013)

CARS2: Learning Context-aware Representations for Context-aware Recommendations. - Yue Shi 002; Alexandros Karatzoglou; Linas Baltrunas; Martha A. Larson; Alan Hanjalic (CIKM, 2014)

Moody closet: exploring intriguing new views on wardrobe recommendation. - Bojana Dumeljic; Martha A. Larson; Alessandro Bozzon (GamifIR@ECIR, 2014)

Cross-Domain Collaborative Filtering with Factorization Machines. - Babak Loni; Yue Shi 002; Martha A. Larson; Alan Hanjalic (ECIR, 2014)

Assessing the impact of image manipulation on users' perceptions of deception. - Valentina Conotter; Duc-Tien Dang-Nguyen; Giulia Boato; María Menéndez 001; Martha A. Larson (Human Vision and Electronic Imaging, 2014)

Detecting Drops in Electronic Dance Music: Content based approaches to a socially significant music event. - Karthik Yadati; Martha A. Larson; Cynthia C. S. Liem; Alan Hanjalic (ISMIR, 2014)

Crowdsorting Timed Comments about Music: Foundations for a New Crowdsourcing Task. - Karthik Yadati; Pavala S. N. Shakthinathan Chandrasekaran Ayyanathan; Martha A. Larson (MediaEval, 2014)

SocialZap: Catch-up on Interesting Television Fragments Discovered from Social Media. - Svetlana Kordumova; Christoph Kofler; Dennis C. Koelma; Bouke Huurnink; Bauke Freiburg; Joris Kleinveld; Manuel van Rijn; Marco van Deursen; Martha A. Larson; Cees G. M. Snoek (ICMR, 2014)

VideoJot: A Multifunctional Video Annotation Tool. - Michael Riegler 001; Mathias Lux; Vincent Charvillat; Axel Carlier; Raynor Vliegendhart; Martha A. Larson (ICMR, 2014)

A Crowdsourced Data Set of Edited Images Online. - Valentina Conotter; Duc-Tien Dang-Nguyen; Michael Riegler 001; Giulia Boato; Martha A. Larson (CrowdMM, 2014)

Geo-Location Estimation for Social Multimedia: Towards New Notions of Geo-Relevance. - Martha A. Larson (GeoMM, 2014)

Getting by with a Little Help from the Crowd: Practical Approaches to Social Image Labeling. - Babak Loni; Jonathon S. Hare; Mihai Georgescu; Michael Riegler 001; Xiaofei Zhu; Mohamed Morchid; Richard Dufour; Martha A. Larson (CrowdMM, 2014)

A Crowdsourcing Procedure for the Discovery of Non-Obvious Attributes of Social Images. - Mark S. Melenhorst; María Menéndez-Blanco; Martha A. Larson (CrowdMM, 2014)

How 'How' Reflects What's What: Content-based Exploitation of How Users Frame Social Images. - Michael Riegler 001; Martha A. Larson; Mathias Lux; Christoph Kofler (ACM Multimedia, 2014)

Users Tagging Visual Moments: Timed Tags in Social Video. - Peng Xu; Martha A. Larson (CrowdMM, 2014)

Fashion 10000: an enriched social image dataset for fashion and clothing. - Babak Loni; Lei Yen Cheung; Michael Riegler 001; Alessandro Bozzon; Luke R. Gottlieb; Martha A. Larson (MMSys, 2014)

Overview of ACM RecSys CrowdRec 2014 workshop: crowdsourcing and human computation for recommender systems. - Martha A. Larson; Paolo Cremonesi; Alexandros Karatzoglou (RecSys, 2014)

'Free lunch' enhancement for collaborative filtering with factorization machines. - Babak Loni; Alan Said; Martha A. Larson; Alan Hanjalic (RecSys, 2014)

User-Item Reciprocity in Recommender Systems: Incentivizing the Crowd. - Alan Said; Martha A. Larson; Domonkos Tikk; Paolo Cremonesi; Alexandros Karatzoglou; Frank Hopfgartner; Roberto Turrin; Joost Geurts (UMAP Workshops, 2014)

A Crowdsourcing Procedure for the Discovery of Non-Obvious Attributes of Social Image. - Mark S. Melenhorst; María Menéndez-Blanco; Martha A. Larson (CoRR, 2014)

Collaborative Filtering beyond the User-Item Matrix: A Survey of the State of the Art and Future Challenges. - Yue Shi 002; Martha A. Larson; Alan Hanjalic (ACM Comput. Surv., 2014)

Intent-Aware Video Search Result Optimization. - Christoph Kofler; Martha A. Larson; Alan Hanjalic (IEEE Trans. Multim., 2014)

Predicting Failing Queries in Video Search. - Christoph Kofler; Linjun Yang; Martha A. Larson; Tao Mei 001; Alan Hanjalic; Shipeng Li 001 (IEEE Trans. Multim., 2014)

Corpus Development for Affective Video Indexing. - Mohammad Soleymani 001; Martha A. Larson; Thierry Pun; Alan Hanjalic (IEEE Trans. Multim., 2014)

Using Crowdsourcing to Capture Complexity in Human Interpretations of Multimedia Content. - Martha A. Larson; Mark S. Melenhorst; María Menéndez 001; Peng Xu (Fusion in Computer Vision, 2014)

The Benchmark as a Research Catalyst: Charting the Progress of Geo-prediction for Social Multimedia. - Martha A. Larson; Pascal Kelm; Adam Rae; Claudia Hauff; Bart Thomee; Michele Trevisiol; Jaeyoung Choi 002; Olivier Van Laere; Steven Schockaert; Gareth J. F. Jones; Pavel Serdyukov; Vanessa Murdock 001; et al. (Multimodal Location Estimation of Videos and Images, 2015)

Stream-Based Recommendations: Online and Offline Evaluation as a Service. - Benjamin Kille; Andreas Lommatzsch; Roberto Turrin; András Serény; Martha A. Larson; Torben Brodt; Jonas Seiler; Frank Hopfgartner (CLEF, 2015)

Overview of CLEF NewsREEL 2015: News Recommendation Evaluation Lab. - Benjamin Kille; Andreas Lommatzsch; Roberto Turrin; András Serény; Martha A. Larson; Torben Brodt; Jonas Seiler; Frank Hopfgartner (CLEF (Working Notes), 2015)

Pairwise geometric matching for large-scale object retrieval. - Xinchao Li; Martha A. Larson; Alan Hanjalic (CVPR, 2015)

Recording and Analyzing Benchmarking Results: The Aims of the MediaEval Working Notes Proceedings. - Martha A. Larson; Gareth J. F. Jones; Bogdan Ionescu; Mohammad Soleymani 001; Guillaume Gravier (MediaEval, 2015)

Introduction to a Task on Context of Experience: Recommending Videos Suiting a Watching Situation. - Michael Riegler 001; Martha A. Larson; Concetto Spampinato; Jonas Markussen; Pål Halvorsen; Carsten Griwodz (MediaEval, 2015)

Exploring Microblog Activity for the Prediction of Hyperlink Anchors in Television Broadcasts. - Raynor Vliegendhart; Cynthia C. S. Liem; Martha A. Larson (MediaEval, 2015)

Evento 360: Social Event Discovery from Web-scale Multimedia Collection. - Jaeyoung Choi 002; Eungchan Kim; Martha A. Larson; Gerald Friedland; Alan Hanjalic (ACM Multimedia, 2015)

Overview of the 2015 Workshop on Speech, Language and Audio in Multimedia. - Guillaume Gravier; Gareth J. F. Jones; Martha A. Larson; Roeland Ordelman (ACM Multimedia, 2015)

Bridging the Utilitarian-Hedonic Divide in Crowdsourcing Applications. - Mark S. Melenhorst; Jasminko Novak; Isabel Micheel; Martha A. Larson; Martin Böckle (CrowdMM@ACM Multimedia, 2015)

Overview of ACM RecSys CrowdRec 2015 Workshop: Crowdsourcing and Human Computation for Recommender Systems. - Martha A. Larson; Domonkos Tikk; Roberto Turrin (RecSys, 2015)

Recommendation with the Right Slice: Speeding Up Collaborative Filtering with Factorization Machines. - Babak Loni; Martha A. Larson; Alexandros Karatzoglou; Alan Hanjalic (RecSys Posters, 2015)

From Sensors to Songs: A Learning-Free Novel Music Recommendation System using Contextual Sensor Data. - Abhishek Sen; Martha A. Larson (LocalRec@RecSys, 2015)

Recurrent neural network language model adaptation with curriculum learning. - Yangyang Shi; Martha A. Larson; Catholijn M. Jonker (Comput. Speech Lang., 2015)

Benchmarking News Recommendations: The CLEF NewsREEL Use Case. - Frank Hopfgartner; Torben Brodt; Jonas Seiler; Benjamin Kille; Andreas Lommatzsch; Martha A. Larson; Roberto Turrin; András Serény (SIGIR Forum, 2015)

Integrating meta-information into recurrent neural network language models. - Yangyang Shi; Martha A. Larson; Joris Pelemans; Catholijn M. Jonker; Patrick Wambacq; Pascal Wiggers; Kris Demuynck (Speech Commun., 2015)

Uploader Intent for Online Video: Typology, Inference, and Applications. - Christoph Kofler; Subhabrata Bhattacharya; Martha A. Larson; Tao Chen 015; Alan Hanjalic; Shih-Fu Chang (IEEE Trans. Multim., 2015)

Global-Scale Location Prediction for Social Images Using Geo-Visual Ranking. - Xinchao Li; Martha A. Larson; Alan Hanjalic (IEEE Trans. Multim., 2015)

Exploiting the Deep-Link Commentsphere to Support Non-Linear Video Access. - Raynor Vliegendhart; Martha A. Larson; Babak Loni; Alan Hanjalic (IEEE Trans. Multim., 2015)

Simple tag-based subclass representations for visually-varied image classes. - Xinchao Li; Peng Xu; Yue Shi 002; Martha A. Larson; Alan Hanjalic (CBMI, 2016)

Crowdsourcing as self-fulfilling prophecy: Influence of discarding workers in subjective assessment tasks. - Michael Riegler 001; Vamsidhar Reddy Gaddam; Martha A. Larson; Ragnhild Eg; Pål Halvorsen; Carsten Griwodz (CBMI, 2016)

CLEF NewsREEL 2016: Image based Recommendation. - Francesco Corsini; Martha A. Larson (CLEF (Working Notes), 2016)

Overview of NewsREEL'16: Multi-dimensional Evaluation of Real-Time Stream-Recommendation Algorithms. - Benjamin Kille; Andreas Lommatzsch; Gebrekirstos G. Gebremeskel; Frank Hopfgartner; Martha A. Larson; Jonas Seiler; Davide Malagoli; András Serény; Torben Brodt; Arjen P. de Vries (CLEF, 2016)

CLEF NewsREEL 2016: Comparing Multi-dimensional Offline and Online Evaluation of News Recommender Systems. - Benjamin Kille; Andreas Lommatzsch; Frank Hopfgartner; Martha A. Larson; Jonas Seiler; Davide Malagoli; András Serény; Torben Brodt (CLEF (Working Notes), 2016)

ChaLearn Joint Contest on Multimedia Challenges Beyond Visual Analysis: An overview. - Hugo Jair Escalante; Víctor Ponce-López; Jun Wan 001; Michael A. Riegler; Baiyu Chen; Albert Clapés; Sergio Escalera; Isabelle Guyon; Xavier Baró; Pål Halvorsen; Henning Müller; Martha A. Larson (ICPR, 2016)

Experiences with Shared Resources for Research and Education in Speech and Language Processing. - Rebecca Bates 001; Eric Fosler-Lussier; Florian Metze; Martha A. Larson; Gina-Anne Levow; Emily Mower Provost (INTERSPEECH, 2016)

Go with the Flow: When Listeners Use Music as Technology. - Andrew M. Demetriou; Martha A. Larson; Cynthia C. S. Liem (ISMIR, 2016)

The MediaEval 2016 Context of Experience Task: Recommending Videos Suiting a Watching Situation. - Michael Riegler 001; Concetto Spampinato; Martha A. Larson; Carsten Griwodz; Pål Halvorsen (MediaEval, 2016)

Right inflight?: a dataset for exploring the automatic prediction of movies suitable for a watching situation. - Michael Riegler 001; Martha A. Larson; Concetto Spampinato; Pål Halvorsen; Mathias Lux; Jonas Markussen; Konstantin Pogorelov; Carsten Griwodz; Håkon Kvale Stensland (MMSys, 2016)

RecSys Challenge 2016: Job Recommendations. - Fabian Abel; András A. Benczúr; Daniel Kohlsdorf; Martha A. Larson; Róbert Pálovics (RecSys, 2016)

Explicit Elimination of Similarity Blocking for Session-based Recommendation. - Mattia Brusamento; Roberto Pagano; Martha A. Larson; Paolo Cremonesi (RecSys Posters, 2016)

Bayesian Personalized Ranking with Multi-Channel User Feedback. - Babak Loni; Roberto Pagano; Martha A. Larson; Alan Hanjalic (RecSys, 2016)

Algorithms Aside: Recommendation As The Lens Of Life. - Tamas Motajcsek; Jean-Yves Le Moine; Martha A. Larson; Daniel Kohlsdorf; Andreas Lommatzsch; Domonkos Tikk; Omar Alonso; Paolo Cremonesi; Andrew M. Demetriou; Kristaps Dobrajs; Franca Garzotto; Ayse Göker; et al. (RecSys, 2016)

The Contextual Turn: from Context-Aware to Context-Driven Recommender Systems. - Roberto Pagano; Paolo Cremonesi; Martha A. Larson; Balázs Hidasi; Domonkos Tikk; Alexandros Karatzoglou; Massimo Quadrana (RecSys, 2016)

Idomaar: A Framework for Multi-dimensional Benchmarking of Recommender Algorithms. - Mario Scriminaci; Andreas Lommatzsch; Benjamin Kille; Frank Hopfgartner; Martha A. Larson; Davide Malagoli; András Serény; Till Plumbaum (RecSys Posters, 2016)

Exploring Deep Space: Learning Personalized Ranking in a Semantic Space. - Jeroen B. P. Vuurens; Martha A. Larson; Arjen P. de Vries (DLRS@RecSys, 2016)

TRECVID 2016: Evaluating Video Search, Video Event Detection, Localization, and Hyperlinking. - George Awad; Jonathan G. Fiscus; David Joy; Martial Michel; Alan F. Smeaton; Wessel Kraaij; Georges Quénot; Maria Eskevich; Robin Aly; Roeland Ordelman; Marc Ritter; Gareth J. F. Jones; et al. (TRECVID, 2016)

Where to be wary: The impact of widespread photo-taking and image enhancement practices on users' geo-privacy. - Jaeyoung Choi 002; Martha A. Larson; Xinchao Li; Gerald Friedland; Alan Hanjalic (CoRR, 2016)

Learning Subclass Representations for Visually-varied Image Classification. - Xinchao Li; Peng Xu; Yue Shi 002; Martha A. Larson; Alan Hanjalic (CoRR, 2016)

User Intent in Multimedia Search: A Survey of the State of the Art and Future Challenges. - Christoph Kofler; Martha A. Larson; Alan Hanjalic (ACM Comput. Surv., 2016)

Introduction to the Special Issue on Crowd in Intelligent Systems. - Kuan-Ta Chen; Omar Alonso; Martha A. Larson; Irwin King (ACM Trans. Intell. Syst. Technol., 2016)

CLEF 2017 NewsREEL Overview: Offline and Online Evaluation of Stream-based News Recommender Systems. - Benjamin Kille; Andreas Lommatzsch; Frank Hopfgartner; Martha A. Larson; Torben Brodt (CLEF (Working Notes), 2017)

CLEF NewsREEL 2017: Contextual Bandit News Recommendation. - Yu Liang; Babak Loni; Martha A. Larson (CLEF (Working Notes), 2017)

CLEF 2017 NewsREEL Overview: A Stream-Based Recommender Task for Evaluation and Education. - Andreas Lommatzsch; Benjamin Kille; Frank Hopfgartner; Martha A. Larson; Torben Brodt; Jonas Seiler; Özlem Özgöbek (CLEF, 2017)

Exploiting Visual-based Intent Classification for Diverse Social Image Retrieval. - Bo Wang; Martha A. Larson (MediaEval, 2017)

Retrieving Social Flooding Images Based on Multimodal Information. - Zhengyu Zhao 001; Martha A. Larson (MediaEval, 2017)

The Geo-Privacy Bonus of Popular Photo Enhancements. - Jaeyoung Choi 002; Martha A. Larson; Xinchao Li; Kevin Li; Gerald Friedland; Alan Hanjalic (ICMR, 2017)

On the Automatic Identification of Music for Common Activities. - Karthik Yadati; Cynthia C. S. Liem; Martha A. Larson; Alan Hanjalic (ICMR, 2017)

Beyond Concept Detection: The Potential of User Intent for Image Retrieval. - Bo Wang; Martha A. Larson (MUSA2@MM, 2017)

Multimodal Video-to-Video Linking: Turning to the Crowd for Insight and Evaluation. - Maria Eskevich; Martha A. Larson; Robin Aly; Serwah Sabetghadam; Gareth J. F. Jones; Roeland Ordelman; Benoit Huet (MMM (2), 2017)

CitRec 2017: International Workshop on Recommender Systems for Citizens. - Jie Yang 028; Zhu Sun 001; Alessandro Bozzon; Jie Zhang 002; Martha A. Larson (RecSys, 2017)

A Stream-based Resource for Multi-Dimensional Evaluation of Recommender Algorithms. - Benjamin Kille; Andreas Lommatzsch; Frank Hopfgartner; Martha A. Larson; Arjen P. de Vries (SIGIR, 2017)

The Benchmarking Initiative for Multimedia Evaluation: MediaEval 2016. - Martha A. Larson; Mohammad Soleymani 001; Guillaume Gravier; Bogdan Ionescu; Gareth J. F. Jones (IEEE Multim., 2017)

6th International Workshop on News Recommendation and Analytics (INRA 2018). - Özlem Özgöbek; Benjamin Kille; Jon Atle Gulla; Martha A. Larson; Andreas Lommatzsch (CIKM Workshops, 2018)

Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest. - Gabriela Ramírez-de-la-Rosa; Esaú Villatoro; Bogdan Ionescu; Hugo Jair Escalante; Sergio Escalera; Martha A. Larson; Henning Müller; Isabelle Guyon (CVAUI/IWCF/MIPPSNA@ICPR, 2018)

The Conversation Continues: the Effect of Lyrics and Music Complexity of Background Music on Spoken-Word Recognition. - Odette Scharenborg; Martha A. Larson (INTERSPEECH, 2018)

Exploring Three Views on Image Enhancement for Pixel Privacy. - Simon Brugman; Maciej Wysokinski; Martha A. Larson (MediaEval, 2018)

Pixel Privacy: Increasing Image Appeal while Blocking Automatic Inference of Sensitive Scene Information. - Martha A. Larson; Zhuoran Liu 001; Simon Brugman; Zhengyu Zhao 001 (MediaEval, 2018)

Exploiting Local Semantic Concepts for Flooding-related Social Image Classification. - Zhengyu Zhao 001; Martha A. Larson; Nelleke Oostdijk (MediaEval, 2018)

From Volcano to Toyshop: Adaptive Discriminative Region Discovery for Scene Recognition. - Zhengyu Zhao 001; Martha A. Larson (ACM Multimedia, 2018)

Investigating the Effect of Music and Lyrics on Spoken-Word Recognition. - Odette Scharenborg; Martha A. Larson (CoRR, 2018)

Assessing the impact of machine intelligence on human behaviour: an interdisciplinary endeavour. - Emilia Gómez; Carlos Castillo 001; Vicky Charisi; Verónica Dahl; Gustavo Deco; Blagoj Delipetrev; Nicole Dewandre; Miguel Ángel González Ballester; Fabien Gouyon; José Hernández-Orallo; Perfecto Herrera; Anders Jonsson 001; et al. (CoRR, 2018)

Factorization Machines for Data with Implicit Feedback. - Babak Loni; Martha A. Larson; Alan Hanjalic (CoRR, 2018)

Geo-Distinctive Visual Element Matching for Location Estimation of Images. - Xinchao Li; Martha A. Larson; Alan Hanjalic (IEEE Trans. Multim., 2018)

Detecting Socially Significant Music Events Using Temporally Noisy Labels. - Karthik Yadati; Martha A. Larson; Cynthia C. S. Liem; Alan Hanjalic (IEEE Trans. Multim., 2018)

Continuous Evaluation of Large-Scale Information Access Systems: A Case for Living Labs. - Frank Hopfgartner; Krisztian Balog; Andreas Lommatzsch; Liadh Kelly; Benjamin Kille; Anne Schuth; Martha A. Larson (Information Retrieval Evaluation in a Changing World, 2019)

From Intra-Modal to Inter-Modal Space: Multi-task Learning of Shared Representations for Cross-Modal Retrieval. - Jaeyoung Choi 002; Martha A. Larson; Gerald Friedland; Alan Hanjalic (BigMM, 2019)

The Multimedia Satellite Task at MediaEval 2019. - Benjamin Bischke; Patrick Helber; Simon Brugman; Erkan Basar; Zhengyu Zhao 001; Martha A. Larson; Konstantin Pogorelov (MediaEval, 2019)

Scene Change Task: Take me to Paris. - Simon Brugman; Martha A. Larson (MediaEval, 2019)

Pixel Privacy 2019: Protecting Sensitive Scene Information in Images. - Zhuoran Liu 001; Zhengyu Zhao 001; Martha A. Larson (MediaEval, 2019)

Maintaining Perceptual Faithfulness of Adversarial Image Examples by Leveraging Color Variance. - Sam Sweere; Zhuoran Liu 001; Martha A. Larson (MediaEval, 2019)

Who's Afraid of Adversarial Queries?: The Impact of Image Modifications on Content-based Image Retrieval. - Zhuoran Liu 001; Zhengyu Zhao 001; Martha A. Larson (ICMR, 2019)

Reproducible Experiments on Adaptive Discriminative Region Discovery for Scene Recognition. - Zhengyu Zhao 001; Zhuoran Liu 001; Martha A. Larson; Ahmet Iscen; Naoko Nitta (ACM Multimedia, 2019)

The Representation of Speech in Deep Neural Networks. - Odette Scharenborg; Nikki van der Gouw; Martha A. Larson; Elena Marchiori (MMM (2), 2019)

Up Close, but not too Personal: Hypotargeting for Recommender Systems. - Martha A. Larson; Manel Slokom (ImpactRS@RecSys, 2019)

Data Masking for Recommender Systems: Prediction Performance and Rating Hiding. - Manel Slokom; Martha A. Larson; Alan Hanjalic (RecSys (Late-Breaking Results), 2019)

BlurM(or)e: Revisiting Gender Obfuscation in the User-Item Matrix. - Christopher Strucks; Manel Slokom; Martha A. Larson (RMSE@RecSys, 2019)

Remembering winter was coming. - Xavier Bost; Serigne Gueye; Vincent Labatut; Martha A. Larson; Georges Linarès; Damien Malinas; Raphaël Roth (CoRR, 2019)

Remembering winter was coming - Character-oriented video summaries of TV series. - Xavier Bost; Serigne Gueye; Vincent Labatut; Martha A. Larson; Georges Linarès; Damien Malinas; Raphaël Roth (Multim. Tools Appl., 2019)

Top-N Recommendation with Multi-Channel Positive Feedback using Factorization Machines. - Babak Loni; Roberto Pagano; Martha A. Larson; Alan Hanjalic (ACM Trans. Inf. Syst., 2019)

Adversarial Color Enhancement: Generating Unrestricted Adversarial Images by Optimizing a Color Filter. - Zhengyu Zhao 001; Zhuoran Liu 001; Martha A. Larson (BMVC, 2020)

Towards Large Yet Imperceptible Adversarial Image Perturbations With Perceptual Color Distance. - Zhengyu Zhao 001; Zhuoran Liu 001; Martha A. Larson (CVPR, 2020)

Truth or Error? Towards systematic analysis of factual errors in abstractive summaries. - Klaus-Michael Lux; Maya Sappelli; Martha A. Larson (Eval4NLP, 2020)

The Connection between the Text and Images of News Articles: New Insights for Multimedia Analysis. - Nelleke Oostdijk; Hans van Halteren; Erkan Basar; Martha A. Larson (LREC, 2020)

Pixel Privacy: Quality Camouflage for Social Images. - Zhuoran Liu 001; Zhengyu Zhao 001; Martha A. Larson; Laurent Amsaleg (MediaEval, 2020)

The World has Changed - The World Needs to Change. What Multimedia has to Offer for Our Common Digital Future. - Susanne Boll; Hari Sundaram; Svetha Venkatesh; Martha A. Larson; Mohan S. Kankanhalli (ACM Multimedia, 2020)

Moderation Meets Recommendation: Perspectives on the Role of Policies in Harm-Aware Recommender Ecosystems - Abstract. - Martha A. Larson (OHARS@RecSys, 2020)

A Differentiable Color Filter for Generating Unrestricted Adversarial Images. - Zhengyu Zhao 001; Zhuoran Liu 001; Martha A. Larson (CoRR, 2020)

Partially Synthetic Data for Recommender Systems: Prediction Performance and Preference Hiding. - Manel Slokom; Martha A. Larson; Alan Hanjalic (CoRR, 2020)

Adversarial Robustness Against Image Color Transformation within Parametric Filter Space. - Zhengyu Zhao 001; Zhuoran Liu 001; Martha A. Larson (CoRR, 2020)

Exploring a Pre-trained Model for Re-Matching News Texts and Images. - Mingliang Liang; Martha A. Larson (MediaEval, 2021)

Social Signals and Multimedia: Past, Present, Future. - Hayley Hung; Cathal Gurrin; Martha A. Larson; Hatice Gunes; Fabien Ringeval; Elisabeth André; Louis-Philippe Morency (ACM Multimedia, 2021)

Screen Gleaning: A Screen Reading TEMPEST Attack on Mobile Devices Exploiting an Electromagnetic Side Channel. - Zhuoran Liu 001; Niels Samwel; Leo Weissbart; Zhengyu Zhao 001; Dirk Lauret; Lejla Batina; Martha A. Larson (NDSS, 2021)

On Success and Simplicity: A Second Look at Transferable Targeted Attacks. - Zhengyu Zhao 001; Zhuoran Liu 001; Martha A. Larson (NeurIPS, 2021)

Not Directly Stated, Not Explicitly Stored: : Conversational Agents and the Privacy Threat of Implicit Information. - Martha A. Larson; Nelleke Oostdijk; Frederik J. Zuiderveen Borgesius (UMAP (Adjunct Publication), 2021)

Pivoting Image-based Profiles Toward Privacy: Inhibiting Malicious Profiling with Adversarial Additions. - Zhuoran Liu 001; Zhengyu Zhao 001; Martha A. Larson (UMAP, 2021)

Adversarial Item Promotion: Vulnerabilities at the Core of Top-N Recommenders that Use Images to Address Cold Start. - Zhuoran Liu 001; Martha A. Larson (WWW, 2021)

Doing Data Right: How Lessons Learned Working with Conventional Data should Inform the Future of Synthetic Data for Recommender Systems. - Manel Slokom; Martha A. Larson (CoRR, 2021)

Going Grayscale: The Road to Understanding and Improving Unlearnable Examples. - Zhuoran Liu 001; Zhengyu Zhao 001; Alex Kolmus; Tijn Berns; Twan van Laarhoven; Tom Heskes; Martha A. Larson (CoRR, 2021)

Towards user-oriented privacy for recommender system data: A personalization-based approach to gender obfuscation for user profiles. - Manel Slokom; Alan Hanjalic; Martha A. Larson (Inf. Process. Manag., 2021)

Doing not Being: Concrete Language as a Bridge from Language Technology to Ethnically Inclusive Job Ads. - Jetske Adams; Kyrill Poelmans; Iris Hendrickx; Martha A. Larson (LT-EDI, 2022)

Regex in a Time of Deep Learning: The Role of an Old Technology in Age Discrimination Detection in Job Advertisements. - Anna Pillar; Kyrill Poelmans; Martha A. Larson (LT-EDI, 2022)

Understanding Fine-tuned BERT Models for Flood Location Extraction on Twitter Data. - Jane Arleth dela Cruz; Iris Hendrickx; Martha A. Larson (MediaEval, 2022)

Textual Concept Expansion for Text-Image Matching within Online News Content. - Mingliang Liang; Martha A. Larson (MediaEval, 2022)

Color the Word: Leveraging Web Images for Machine Translation of Untranslatable Words. - Yana van de Sande; Martha A. Larson (MMM (1), 2022)

NewsImages: addressing the depiction gap with an online news dataset for text-image rematching. - Andreas Lommatzsch; Benjamin Kille; Özlem Özgöbek; Yuxiao Zhou 002; Jelena Tesic; Cláudio Bartolomeu; David Semedo; Lidia Pivovarova; Mingliang Liang; Martha A. Larson (MMSys, 2022)

When Machine Learning Models Leak: An Exploration of Synthetic Training Data. - Manel Slokom; Peter-Paul de Wolf; Martha A. Larson (PSD, 2022)

Evaluating Transfer-based Targeted Adversarial Perturbations against Real-World Computer Vision Systems based on Human Judgments. - Zhengyu Zhao 001; Nga Dang; Martha A. Larson (CoRR, 2022)

Gender In Gender Out: A Closer Look at User Attributes in Context-Aware Recommendation. - Manel Slokom; Özlem Özgöbek; Martha A. Larson (CoRR, 2022)

Minimizing Mindless Mentions: Recommendation with Minimal Necessary User Reviews. - Danny Stax; Manel Slokom; Martha A. Larson (CoRR, 2022)

Generative Poisoning Using Random Discriminators. - Dirren van Vlijmen; Alex Kolmus; Zhuoran Liu 001; Zhengyu Zhao 001; Martha A. Larson (CoRR, 2022)

Machine Learning Meets Data Modification - The Potential of Pre-processing for Privacy Enchancement. - Giuseppe Garofalo; Manel Slokom; Davy Preuveneers; Wouter Joosen; Martha A. Larson (Security and Artificial Intelligence, 2022)

Exploring the Importance of Sign Language Phonology for a Deep Neural Network. - Javier Martinez Rodriguez; Martha A. Larson; Louis ten Bosch (ESANN, 2023)

Beyond Neural-on-Neural Approaches to Speaker Gender Protection. - Loes van Bemmel; Zhuoran Liu 001; Nik Vaessen; Martha A. Larson (ICASSP, 2023)

Distractor-Based Evaluation of Sign Spotting. - Natalie Hollain; Martha A. Larson; Floris Roelofsen (ICASSP Workshops, 2023)

Image Shortcut Squeezing: Countering Perturbative Availability Poisons with Compression. - Zhuoran Liu 001; Zhengyu Zhao 001; Martha A. Larson (ICML, 2023)

Exploring Privacy-Preserving Techniques on Synthetic Data as a Defense Against Model Inversion Attacks. - Manel Slokom; Peter-Paul de Wolf; Martha A. Larson (ISC, 2023)

Subsampling of Frequent Words in Text for Pre-training a Vision-Language Model. - Mingliang Liang; Martha A. Larson (LGM3A@MM, 2023)

Investigating the Performance of the CLIP Model and Concept Matching in Text-Image Retrieval Systems. - Xiaomeng Wang; Mingliang Liang; Martha A. Larson (MediaEval, 2023)

Textual Concept Expansion with Commonsense Knowledge to Improve Dual-Stream Image-Text Matching. - Mingliang Liang; Zhuoran Liu 001; Martha A. Larson (MMM (1), 2023)

The Importance of Image Interpretation: Patterns of Semantic Misclassification in Real-World Adversarial Images. - Zhengyu Zhao 001; Nga Dang; Martha A. Larson (MMM (2), 2023)

Tabdoor: Backdoor Vulnerabilities in Transformer-based Neural Networks for Tabular Data. - Bart Pleiter; Behrad Tajalli; Stefanos Koffas; Gorka Abad; Jing Xu 028; Martha A. Larson; Stjepan Picek (CoRR, 2023)

Adversarial Image Color Transformations in Explicit Color Filter Space. - Zhengyu Zhao 001; Zhuoran Liu 001; Martha A. Larson (IEEE Trans. Inf. Forensics Secur., 2023)

Mutant Texts: A Technique for Uncovering Unexpected Inconsistencies in Large-Scale Vision-Language Models. - Mingliang Liang; Zhouran Liu; Martha A. Larson (MMM (4), 2024)

Centered Masking for Language-Image Pre-training. - Mingliang Liang; Martha A. Larson (ECML/PKDD (8), 2024)

NoNE Found: Explaining the Output of Sequence-to-Sequence Models When No Named Entity Is Recognized. - Jane Arleth dela Cruz; Iris Hendrickx; Martha A. Larson (xAI (1), 2024)

Scenario of Use Scheme: Threat Model Specification for Speaker Privacy Protection in the Medical Domain. - Mehtab Ur Rahman; Martha A. Larson; Louis ten Bosch; Cristian Tejedor García (CoRR, 2024)

Enhancing Vision-Language Model Pre-training with Image-text Pair Pruning Based on Word Frequency. - Mingliang Liang; Martha A. Larson (CoRR, 2024)

Frequency Is What You Need: Word-frequency Masking Benefits Vision-Language Model Pre-training. - Mingliang Liang; Martha A. Larson (CoRR, 2024)

Evaluating Large Language Models for Confidence-based Check Set Selection. - Jane Arleth dela Cruz; Iris Hendrickx; Martha A. Larson (ACL (Findings), 2025)

Typographic Attacks in a Multi-Image Setting. - Xiaomeng Wang; Zhengyu Zhao 001; Martha A. Larson (NAACL (Long Papers), 2025)

RECA-PD: A Robust Explainable Cross-Attention Method for Speech-Based Parkinson's Disease Classification. - Terry Yi Zhong; Cristian Tejedor García; Martha A. Larson; Bastiaan R. Bloem (TSD (1), 2025)

Resisting Bag-Based Attribute Profiling by Adding Adversarial Items to Existing Media Profiles. - Zhuoran Liu 001; Zhengyu Zhao 001; Martha A. Larson (IEEE Trans. Inf. Forensics Secur., 2025)

On Fact and Frequency: LLM Responses to Misinformation Expressed with Uncertainty. - Yana van de Sande; Gunes Acar; Thabo van Woudenberg; Martha A. Larson (CoRR, 2025)

Evaluating the Usefulness of Non-Diagnostic Speech Data for Developing Parkinson's Disease Classifiers. - Terry Yi Zhong; Esther Janse; Cristian Tejedor García; Louis ten Bosch; Martha A. Larson (CoRR, 2025)