Probabalistic Multimedia Objects (Multijects): A Novel Approach to Video Indexing and Retrieval in Multimedia Systems. - Milind R. Naphade; Trausti T. Kristjansson; Brendan J. Frey; Thomas S. Huang (ICIP (3), 1998)

A High-Performance Shot Boundary Detection Algorithm using Multiple Cues. - Milind R. Naphade; Rajiv Mehrotra; A. Müfit Ferman; Jim Warnick; Thomas S. Huang; A. Murat Tekalp (ICIP (1), 1998)

Multimedia Understanding: Challenges in the New Millennium. - Milind R. Naphade; Thomas S. Huang (ICIP, 2000)

Inferring Semantic Concepts for Video Indexing and Retrieval. - Milind R. Naphade; Thomas S. Huang (ICIP, 2000)

A Probabilistic Framework for Semantic Indexing and Retrieval in Video. - Milind R. Naphade; Thomas S. Huang (IEEE International Conference on Multimedia and Expo (I), 2000)

Learning Sparse Multiple Cause Models. - Milind R. Naphade; Lawrence S. Chen; Thomas S. Huang; Brendan J. Frey (ICPR, 2000)

Semantic Video Indexing Using a Probabilistic Framework. - Milind R. Naphade; Thomas S. Huang (ICPR, 2000)

Probabilistic Semantic Video Indexing. - Milind R. Naphade; Igor Kozintsev; Thomas S. Huang (NIPS, 2000)

Stochastic modeling of soundtrack for efficient segmentation and indexing of video. - Milind R. Naphade; Thomas S. Huang (Storage and Retrieval for Media Databases, 2000)

Novel scheme for fast and efficent video sequence matching using compact signatures. - Milind R. Naphade; Minerva M. Yeung; Boon-Lock Yeo (Storage and Retrieval for Media Databases, 2000)

Detecting Semantic Concepts Using Context and Audiovisual Features. - Milind R. Naphade; Thomas S. Huang (IEEE Workshop on Detection and Recognition of Events in Video, 2001)

Recognizing high-level audio-visual concepts using context. - Milind R. Naphade; Thomas S. Huang (ICIP (3), 2001)

Duration Dependent Input Output Markov Models For Audio-Visual Event Detection. - Milind R. Naphade; Ashutosh Garg; Thomas S. Huang (ICME, 2001)

Classifying Motion Picture Soundtrack For Video Indexing. - Milind R. Naphade; Roy Wang; Thomas S. Huang (ICME, 2001)

Supporting audiovisual query using dynamic programming. - Milind R. Naphade; Roy Wang; Thomas S. Huang (ACM Multimedia, 2001)

Video retrieval and relevance feedback in the context of a post-integration model. - Roy Wang; Milind R. Naphade; Thomas S. Huang (MMSP, 2001)

Semantic filtering of video content. - Milind R. Naphade; Thomas S. Huang (Storage and Retrieval for Media Databases, 2001)

Multimodal pattern matching for audio-visual query and retrieval. - Milind R. Naphade; Ruoyu Roy Wang; Thomas S. Huang (Storage and Retrieval for Media Databases, 2001)

Integrating Features, Models, and Semantics for TREC Video Retrieval. - John R. Smith; Savitha Srinivasan; Arnon Amir; Sankar Basu; Giridharan Iyengar; Ching-Yung Lin; Milind R. Naphade; Dulce B. Ponceleon; Belle L. Tseng (TREC, 2001)

Audio-visual query and retrieval: A system that uses dynamic programming and relevance feedback. - Milind R. Naphade; Ruoyu Roy Wang; Thomas S. Huang (J. Electronic Imaging, 2001)

A probabilistic framework for semantic video indexing, filtering, and retrieval. - Milind R. Naphade; Thomas S. Huang (IEEE Trans. Multim., 2001)

A Probablistic Framework for Mapping Audio-Visual Features to High-Level Semantics in Terms of Concepts and Context - Milind R. Naphade (2001)

Statistical techniques in video data management. - Milind R. Naphade (IEEE Workshop on Multimedia Signal Processing, 2002)

A statistical modeling approach to content based retrieval. - Sankar Basu; Milind R. Naphade; John R. Smith (ICASSP, 2002)

Modeling semantic concepts to support query by keywords in video. - Milind R. Naphade; Sankar Basu; John R. Smith; Ching-Yung Lin; Belle L. Tseng (ICIP (1), 2002)

Discovering recurrent events in video using unsupervised methods. - Milind R. Naphade; Thomas S. Huang (ICIP (2), 2002)

Video texture indexing using spatio-temporal wavelets. - Milind R. Naphade; Ching-Yung Lin; John R. Smith (ICIP (2), 2002)

Interactive content-based retrieval of video. - John R. Smith; Sankar Basu; Ching-Yung Lin; Milind R. Naphade; Belle L. Tseng (ICIP (1), 2002)

Learning semantic multimedia representations from a small set of examples. - Milind R. Naphade; Ching-Yung Lin; John R. Smith (ICME (2), 2002)

A Statistical Modeling Approach to Content Based Video Retrieval. - Milind R. Naphade; Sankar Basu; John R. Smith; Ching-Yung Lin; Belle L. Tseng (ICPR (2), 2002)

Learning to annotate video databases. - Milind R. Naphade; Ching-Yung Lin; John R. Smith; Belle L. Tseng; Sankar Basu (Storage and Retrieval for Media Databases, 2002)

IBM Research TREC 2002 Video Retrieval System. - Bill Adams; Giridharan Iyengar; Chalapathy Neti; Harriet J. Nock; Arnon Amir; Haim H. Permuter; Savitha Srinivasan; Chitra Dorai; Alejandro Jaimes; Christian A. Lang; Ching-Yung Lin; Apostol Natsev; et al. (TREC, 2002)

Factor graph framework for semantic video indexing. - Milind R. Naphade; Igor Kozintsev; Thomas S. Huang (IEEE Trans. Circuits Syst. Video Technol., 2002)

Extracting semantics from audio-visual content: the final frontier in multimedia retrieval. - Milind R. Naphade; Thomas S. Huang (IEEE Trans. Neural Networks, 2002)

A Hybrid Framework for Detecting the Semantics of Concepts and Context. - Milind R. Naphade; John R. Smith (CIVR, 2003)

VideoAL: a novel end-to-end MPEG-7 video automatic labeling system. - Ching-Yung Lin; Belle L. Tseng; Milind R. Naphade; Apostol Natsev; John R. Smith (ICIP (3), 2003)

Exploring semantic dependencies for scalable concept detection. - Milind R. Naphade; Apostol Natsev; John R. Smith (ICIP (3), 2003)

Learning visual models of semantic concepts. - Milind R. Naphade; John R. Smith (ICIP (2), 2003)

Learning regional semantic concepts from incomplete annotation. - Milind R. Naphade; John R. Smith (ICIP (2), 2003)

Interactive search fusion methods for video database retrieval. - John R. Smith; Alejandro Jaimes; Ching-Yung Lin; Milind R. Naphade; Apostol Natsev; Belle L. Tseng (ICIP (1), 2003)

Normalized classifier fusion for semantic visual concept detection. - Belle L. Tseng; Ching-Yung Lin; Milind R. Naphade; Apostol Natsev; John R. Smith (ICIP (2), 2003)

Epi-SPIRE: a system for environmental and public health activity monitoring. - Chung-Sheng Li; Charu C. Aggarwal; Murray Campbell; Yuan-Chi Chang; Gregory Glass; Vijay S. Iyengar; Mahesh Joshi; Ching-Yung Lin; Milind R. Naphade; John R. Smith; Belle L. Tseng; Min Wang 001; et al. (ICME, 2003)

A framework for moderate vocabulary semantic visual concept detection. - Milind R. Naphade; Ching-Yung Lin; Apostol Natsev; Belle L. Tseng; John R. Smith (ICME, 2003)

Multimedia semantic indexing using model vectors. - John R. Smith; Milind R. Naphade; Apostol Natsev (ICME, 2003)

MPEG-7 video automatic labeling system. - Ching-Yung Lin; Belle L. Tseng; Milind R. Naphade; Apostol Natsev; John R. Smith (ACM Multimedia, 2003)

User-trainable video annotation using multimodal cues. - Ching-Yung Lin; Milind R. Naphade; Apostol Natsev; Chalapathy Neti; John R. Smith; Belle L. Tseng; Harriet J. Nock; W. H. Adams (SIGIR, 2003)

Context-enhanced video understanding. - Alejandro Jaimes; Milind R. Naphade; Harriet J. Nock; John R. Smith; Belle L. Tseng (Storage and Retrieval for Media Databases, 2003)

Role of classifiers in multimedia content management. - Milind R. Naphade; John R. Smith (Storage and Retrieval for Media Databases, 2003)

IBM Research TRECVID-2003 Video Retrieval System. - Arnon Amir; Marco Berg; Shih-Fu Chang; Winston H. Hsu; Giridharan Iyengar; Ching-Yung Lin; Milind R. Naphade; Apostol Natsev; Chalapathy Neti; Harriet J. Nock; John R. Smith; Belle L. Tseng; et al. (TRECVID, 2003)

Semantic Indexing of Multimedia Content Using Visual, Audio, and Text Cues. - W. H. Adams; Giridharan Iyengar; Ching-Yung Lin; Milind R. Naphade; Chalapathy Neti; Harriet J. Nock; John R. Smith (EURASIP J. Adv. Signal Process., 2003)

Multimodal video search techniques: late fusion of speech-based retrieval and visual content-based retrieval. - Arnon Amir; Giridharan Iyengar; Ching-Yung Lin; Milind R. Naphade; Apostol Natsev; Chalapathy Neti; Harriet J. Nock; John R. Smith; Belle L. Tseng (ICASSP (3), 2004)

Over-complete representation and fusion for semantic concept detection. - Apostol Natsev; Milind R. Naphade; John R. Smith (ICIP, 2004)

Multi-granular detection of regional semantic concepts. - Milind R. Naphade; Apostol Natsev; Ching-Yung Lin; John R. Smith (ICME, 2004)

Active learning for simultaneous annotation of multiple binary semantic concepts. - Milind R. Naphade; John R. Smith (ICME, 2004)

Semantic representation: search and mining of multimedia content. - Apostol Natsev; Milind R. Naphade; John R. Smith (KDD, 2004)

On the detection of semantic concepts at TRECVID. - Milind R. Naphade; John R. Smith (ACM Multimedia, 2004)

Validity-weighted model vector-based retrieval of video. - John R. Smith; Ching-Yung Lin; Milind R. Naphade; Apostol Natsev; Belle L. Tseng (Storage and Retrieval Methods and Applications for Multimedia, 2004)

IBM Research TRECVID 2004 Video Retrieval System. - Arnon Amir; Janne Argillander; Marco Berg; Shih-Fu Chang; Martin Franz; Winston H. Hsu; Giridharan Iyengar; John R. Kender; Lyndon S. Kennedy; Ching-Yung Lin; Milind R. Naphade; Apostol Natsev; et al. (TRECVID, 2004)

A multi-modal system for the retrieval of semantic video events. - Arnon Amir; Sankar Basu; Giridharan Iyengar; Ching-Yung Lin; Milind R. Naphade; John R. Smith; Savitha Srinivasan; Belle L. Tseng (Comput. Vis. Image Underst., 2004)

On supervision and statistical learning for semantic multimedia analysis. - Milind R. Naphade (J. Vis. Commun. Image Represent., 2004)

Mining the Semantics of Visual Concepts and Context. - Milind R. Naphade; John R. Smith (Multimedia Content and the Semantic Web, 2005)

Multimedia Research Challenges for Industry. - John R. Smith; Milind R. Naphade; Apostol Natsev; Jelena Tesic (CIVR, 2005)

Visual Concepts for News Story Tracking: Analyzing and Exploiting the NIST TRECVID Video Annotation Experiment. - John R. Kender; Milind R. Naphade (CVPR (1), 2005)

Semi-Supervised Cross Feature Learning for Semantic Concept Detection in Videos. - Rong Yan; Milind R. Naphade (CVPR (1), 2005)

A generalized multiple instance learning algorithm for large scale modeling of multimedia semantics. - Milind R. Naphade; John R. Smith (ICASSP (5), 2005)

Co-training non-robust classifiers for video semantic concept detection. - Rong Yan; Milind R. Naphade (ICIP (1), 2005)

Ontology Design for Video Semantic Threads. - John R. Kender; Milind R. Naphade (ICME, 2005)

Multi-Modal Video Concept Extraction Using Co-Training. - Rong Yan; Milind R. Naphade (ICME, 2005)

Learning the semantics of multimedia queries and concepts from a small number of examples. - Apostol Natsev; Milind R. Naphade; Jelena Tesic (ACM Multimedia, 2005)

IBM Research TRECVID-2005 Video Retrieval System. - Arnon Amir; Janne Argillander; Murray Campbell; Alexander Haubold; Giridharan Iyengar; Shahram Ebadollahi; Feng Kang; Milind R. Naphade; Apostol Natsev; John R. Smith; Jelena Tesic; Timo Volkmer (TRECVID, 2005)

Assessing the Filtering and Browsing Utility of Automatic Semantic Concepts for Multimedia Retrieval. - Michael G. Christel; Milind R. Naphade; Apostol Natsev; Jelena Tesic (CVPR Workshops, 2006)

A Generalized Multiple Instance Learning Algorithm with Multiple Selection Strategies for Cross Granular Learning. - Feng Kang; Milind R. Naphade (ICIP, 2006)

Semantic Multimedia Retrieval using Lexical Query Expansion and Model-Based Reranking. - Alexander Haubold; Apostol Natsev; Milind R. Naphade (ICME, 2006)

Video News Shot Labeling Refinement via Shot Rhythm Models. - John R. Kender; Milind R. Naphade (ICME, 2006)

IBM Research TRECVID-2006 Video Retrieval System. - Murray Campbell; Alexander Haubold; Shahram Ebadollahi; Dhiraj Joshi; Milind R. Naphade; Apostol Natsev; Joachim Seidl; John R. Smith; Katya Scheinberg; Jelena Tesic; Lexing Xie (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)

Classification of video events using 4-dimensional time-compressed motion features. - Alexander Haubold; Milind R. Naphade (CIVR, 2007)

Semantics reinforcement and fusion learning for multimedia streams. - Dhiraj Joshi; Milind R. Naphade; Apostol Natsev (CIVR, 2007)

A Greedy Performance Driven Algorithm for Decision Fusion Learning. - Dhiraj Joshi; Milind R. Naphade; Apostol Natsev (ICIP (6), 2007)

A Generalized Multiple Instance Learning Algorithm for Iterative Distillation and Cross-Granular Propagation of Video Annotations. - Feng Kang; Milind R. Naphade (ICIP (2), 2007)

Ranking Mortgage Origination Applications Using Customer, Product, Environment and Workflow Attributes. - Qihong Shao; Anshul Sheopuri; Milind R. Naphade; Chitra Dorai; Daniel Johnson; Jane Hoffman (IEEE CLOUD, 2009)

Regional behavior change detection via local spatial scan. - Jing Dai; Feng Chen 001; Sambit Sahu; Milind R. Naphade (GIS, 2010)

Trip analyzer through smartphone apps. - Ming Li 009; Jing Dai; Sambit Sahu; Milind R. Naphade (GIS, 2011)

Multi-granular demand forecasting in SmarterWater. - Jing Dai; Ming Li 009; Sambit Sahu; Milind R. Naphade; Feng Chen 001 (UbiComp, 2011)

Activity analysis based on low sample rate smart meters. - Feng Chen 001; Jing Dai; Bingsheng Wang; Sambit Sahu; Milind R. Naphade; Chang-Tien Lu (KDD, 2011)

Smarter Water Management: A Challenge for Spatio-Temporal Network Databases. - KwangSoo Yang; Shashi Shekhar 001; Jing Dai; Sambit Sahu; Milind R. Naphade (SSTD, 2011)

Smarter Cities and Their Innovation Challenges. - Milind R. Naphade; Guruduth Banavar; Colin Harrison; Jurij R. Paraszczak; Robert J. T. Morris (Computer, 2011)

The dubuque water portal: evaluation of the uptake, use and impact of residential water consumption feedback. - Thomas Erickson; Mark Podlaseck; Sambit Sahu; Jing Dai; Tian Chao; Milind R. Naphade (CHI, 2012)

The dubuque electricity portal: evaluation of a city-scale residential electricity consumption feedback system. - Thomas Erickson; Ming Li 009; Younghun Kim; Ajay Deshpande; Sambit Sahu; Tian Chao; Piyawadee Sukaviriya; Milind R. Naphade (CHI, 2013)

Heat pump detection from coarse grained smart meter data with positive and unlabeled learning. - Hongliang Fei; Younghun Kim; Sambit Sahu; Milind R. Naphade; Sanjay K. Mamidipalli; John Hutchinson (KDD, 2013)

Simulation based analytics for efficient planning and management in multimodal freight transportation industry. - Parijat Dube; João P. M. Gonçalves; Shilpa Mahatma; Francisco Barahona; Milind R. Naphade; Mark Bedeman (WSC, 2014)

LLM Surgery: Efficient Knowledge Unlearning and Editing in Large Language Models. - Akshaj Kumar Veldanda; Shi-Xiong Zhang 001; Anirban Das; Supriyo Chakraborty; Stephen Rawls; Sambit Sahu; Milind R. Naphade (CoRR, 2024)

T1: A Tool-Oriented Conversational Dataset for Multi-Turn Agentic Planning. - Amartya Chakraborty; Paresh Dashore; Nadia Bathaee; Anmol Jain; Anirban Das; Shi-Xiong Zhang; Sambit Sahu; Milind R. Naphade; Genta Indra Winata (CoRR, 2025)