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ORCIDMilind R. Naphade
Person information
- affiliation: IBM Research, Thomas J. Watson Research Center, Hawthorne, NY, USA
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2020 – today
- 2024
[i1]Akshaj Kumar Veldanda, Shi-Xiong Zhang, Anirban Das, Supriyo Chakraborty, Stephen Rawls, Sambit Sahu, Milind R. Naphade:
LLM Surgery: Efficient Knowledge Unlearning and Editing in Large Language Models. CoRR abs/2409.13054 (2024)
2010 – 2019
- 2014
- [c80]Parijat Dube, João P. M. Gonçalves, Shilpa Mahatma, Francisco Barahona, Milind R. Naphade, Mark Bedeman:
Simulation based analytics for efficient planning and management in multimodal freight transportation industry. WSC 2014: 1943-1954 - 2013
- [c79]Thomas Erickson, Ming Li, Younghun Kim, Ajay Deshpande, Sambit Sahu, Tian Chao, Piyawadee Sukaviriya, Milind R. Naphade:
The dubuque electricity portal: evaluation of a city-scale residential electricity consumption feedback system. CHI 2013: 1203-1212 - [c78]Hongliang Fei, Younghun Kim, Sambit Sahu, Milind R. Naphade, Sanjay K. Mamidipalli, John Hutchinson:
Heat pump detection from coarse grained smart meter data with positive and unlabeled learning. KDD 2013: 1330-1338 - 2012
- [c77]Thomas Erickson, Mark Podlaseck, Sambit Sahu, Jing Dai, Tian Chao, Milind R. Naphade:
The dubuque water portal: evaluation of the uptake, use and impact of residential water consumption feedback. CHI 2012: 675-684 - 2011
- [j9]Milind R. Naphade, Guruduth Banavar, Colin Harrison, Jurij R. Paraszczak, Robert J. T. Morris
:
Smarter Cities and Their Innovation Challenges. Computer 44(6): 32-39 (2011) - [c76]Ming Li, Jing Dai, Sambit Sahu, Milind R. Naphade:
Trip analyzer through smartphone apps. GIS 2011: 537-540 - [c75]Jing Dai, Ming Li, Sambit Sahu, Milind R. Naphade, Feng Chen:
Multi-granular demand forecasting in SmarterWater. UbiComp 2011: 595-596 - [c74]Feng Chen, Jing Dai, Bingsheng Wang, Sambit Sahu, Milind R. Naphade, Chang-Tien Lu:
Activity analysis based on low sample rate smart meters. KDD 2011: 240-248 - [c73]KwangSoo Yang, Shashi Shekhar, Jing Dai, Sambit Sahu, Milind R. Naphade:
Smarter Water Management: A Challenge for Spatio-Temporal Network Databases. SSTD 2011: 471-474 - 2010
- [c72]Jing Dai, Feng Chen, Sambit Sahu, Milind R. Naphade:
Regional behavior change detection via local spatial scan. GIS 2010: 490-493
2000 – 2009
- 2009
- [c71]Qihong Shao, Anshul Sheopuri, Milind R. Naphade, Chitra Dorai, Daniel Johnson, Jane Hoffman:
Ranking Mortgage Origination Applications Using Customer, Product, Environment and Workflow Attributes. IEEE CLOUD 2009: 198-205 - 2007
- [c70]Alexander Haubold, Milind R. Naphade:
Classification of video events using 4-dimensional time-compressed motion features. CIVR 2007: 178-185 - [c69]Dhiraj Joshi, Milind R. Naphade, Apostol Natsev:
Semantics reinforcement and fusion learning for multimedia streams. CIVR 2007: 309-316 - [c68]Dhiraj Joshi, Milind R. Naphade, Apostol Natsev:
A Greedy Performance Driven Algorithm for Decision Fusion Learning. ICIP (6) 2007: 25-28 - [c67]Feng Kang, Milind R. Naphade:
A Generalized Multiple Instance Learning Algorithm for Iterative Distillation and Cross-Granular Propagation of Video Annotations. ICIP (2) 2007: 205-208 - 2006
- [j8]Milind R. Naphade, John R. Smith, Jelena Tesic, Shih-Fu Chang, Winston H. Hsu, Lyndon S. Kennedy, Alexander G. Hauptmann, Jon Curtis:
Large-Scale Concept Ontology for Multimedia. IEEE Multim. 13(3): 86-91 (2006) - [c66]Michael G. Christel, Milind R. Naphade, Apostol Natsev, Jelena Tesic:
Assessing the Filtering and Browsing Utility of Automatic Semantic Concepts for Multimedia Retrieval. CVPR Workshops 2006: 117 - [c65]Feng Kang, Milind R. Naphade:
A Generalized Multiple Instance Learning Algorithm with Multiple Selection Strategies for Cross Granular Learning. ICIP 2006: 3213-3216 - [c64]John R. Kender, Milind R. Naphade:
Video News Shot Labeling Refinement via Shot Rhythm Models. ICME 2006: 37-40 - [c63]Alexander Haubold, Apostol Natsev, Milind R. Naphade:
Semantic Multimedia Retrieval using Lexical Query Expansion and Model-Based Reranking. ICME 2006: 1761-1764 - [c62]Murray Campbell, Alexander Haubold, Shahram Ebadollahi, Dhiraj Joshi, Milind R. Naphade, Apostol Natsev, Joachim Seidl, John R. Smith, Katya Scheinberg, Jelena Tesic, Lexing Xie:
IBM Research TRECVID-2006 Video Retrieval System. TRECVID 2006 - [e1]Hari Sundaram, Milind R. Naphade, John R. Smith, Yong Rui:
Image and Video Retrieval, 5th International Conference, CIVR 2006, Tempe, AZ, USA, July 13-15, 2006, Proceedings. Lecture Notes in Computer Science 4071, Springer 2006, ISBN 3-540-36018-2 [contents] - 2005
- [c61]John R. Smith, Milind R. Naphade, Apostol Natsev, Jelena Tesic:
Multimedia Research Challenges for Industry. CIVR 2005: 28-37 - [c60]Rong Yan, Milind R. Naphade:
Semi-Supervised Cross Feature Learning for Semantic Concept Detection in Videos. CVPR (1) 2005: 657-663 - [c59]John R. Kender, Milind R. Naphade:
Visual Concepts for News Story Tracking: Analyzing and Exploiting the NIST TRECVID Video Annotation Experiment. CVPR (1) 2005: 1174-1181 - [c58]Milind R. Naphade, John R. Smith:
A generalized multiple instance learning algorithm for large scale modeling of multimedia semantics. ICASSP (5) 2005: 341-344 - [c57]Rong Yan, Milind R. Naphade:
Co-training non-robust classifiers for video semantic concept detection. ICIP (1) 2005: 1205-1208 - [c56]Rong Yan, Milind R. Naphade:
Multi-Modal Video Concept Extraction Using Co-Training. ICME 2005: 514-517 - [c55]John R. Kender, Milind R. Naphade:
Ontology Design for Video Semantic Threads. ICME 2005: 1302-1305 - [c54]Apostol Natsev, Milind R. Naphade, Jelena Tesic:
Learning the semantics of multimedia queries and concepts from a small number of examples. ACM Multimedia 2005: 598-607 - [c53]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:
IBM Research TRECVID-2005 Video Retrieval System. TRECVID 2005 - [p1]Milind R. Naphade, John R. Smith:
Mining the Semantics of Visual Concepts and Context. Multimedia Content and the Semantic Web 2005: 223-235 - 2004
- [j7]Arnon Amir, Sankar Basu, Giridharan Iyengar, Ching-Yung Lin, Milind R. Naphade, John R. Smith, Savitha Srinivasan, Belle L. Tseng:
A multi-modal system for the retrieval of semantic video events. Comput. Vis. Image Underst. 96(2): 216-236 (2004) - [j6]Milind R. Naphade:
On supervision and statistical learning for semantic multimedia analysis. J. Vis. Commun. Image Represent. 15(3): 348-369 (2004) - [c52]Arnon Amir, Giridharan Iyengar, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Chalapathy Neti, Harriet J. Nock, John R. Smith, Belle L. Tseng:
Multimodal video search techniques: late fusion of speech-based retrieval and visual content-based retrieval. ICASSP (3) 2004: 1048-1051 - [c51]Apostol Natsev, Milind R. Naphade, John R. Smith:
Over-complete representation and fusion for semantic concept detection. ICIP 2004: 2375-2378 - [c50]Milind R. Naphade, John R. Smith:
Active learning for simultaneous annotation of multiple binary semantic concepts. ICME 2004: 77-80 - [c49]Milind R. Naphade, Apostol Natsev, Ching-Yung Lin, John R. Smith:
Multi-granular detection of regional semantic concepts. ICME 2004: 109-112 - [c48]Apostol Natsev, Milind R. Naphade, John R. Smith:
Semantic representation: search and mining of multimedia content. KDD 2004: 641-646 - [c47]Milind R. Naphade, John R. Smith:
On the detection of semantic concepts at TRECVID. ACM Multimedia 2004: 660-667 - [c46]John R. Smith, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Belle L. Tseng:
Validity-weighted model vector-based retrieval of video. Storage and Retrieval Methods and Applications for Multimedia 2004: 271-279 - [c45]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, John R. Smith, Jelena Tesic, Gang Wu, Rong Yan, Donqing Zhang:
IBM Research TRECVID 2004 Video Retrieval System. TRECVID 2004 - 2003
- [j5]W. H. Adams, Giridharan Iyengar, Ching-Yung Lin, Milind R. Naphade, Chalapathy Neti, Harriet J. Nock, John R. Smith:
Semantic Indexing of Multimedia Content Using Visual, Audio, and Text Cues. EURASIP J. Adv. Signal Process. 2003(2): 170-185 (2003) - [c44]Milind R. Naphade, John R. Smith:
A Hybrid Framework for Detecting the Semantics of Concepts and Context. CIVR 2003: 196-205 - [c43]Ching-Yung Lin, Belle L. Tseng, Milind R. Naphade, Apostol Natsev, John R. Smith:
VideoAL: a novel end-to-end MPEG-7 video automatic labeling system. ICIP (3) 2003: 53-56 - [c42]Milind R. Naphade, John R. Smith:
Learning visual models of semantic concepts. ICIP (2) 2003: 531-534 - [c41]Belle L. Tseng, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, John R. Smith:
Normalized classifier fusion for semantic visual concept detection. ICIP (2) 2003: 535-538 - [c40]Milind R. Naphade, John R. Smith:
Learning regional semantic concepts from incomplete annotation. ICIP (2) 2003: 603-606 - [c39]Milind R. Naphade, Apostol Natsev, John R. Smith:
Exploring semantic dependencies for scalable concept detection. ICIP (3) 2003: 625-628 - [c38]John R. Smith, Alejandro Jaimes, Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Belle L. Tseng:
Interactive search fusion methods for video database retrieval. ICIP (1) 2003: 741-744 - [c37]Milind R. Naphade, Ching-Yung Lin, Apostol Natsev, Belle L. Tseng, John R. Smith:
A framework for moderate vocabulary semantic visual concept detection. ICME 2003: 437-440 - [c36]John R. Smith, Milind R. Naphade, Apostol Natsev:
Multimedia semantic indexing using model vectors. ICME 2003: 445-448 - [c35]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, Kun-Lung Wu, Philip S. Yu:
Epi-SPIRE: a system for environmental and public health activity monitoring. ICME 2003: 713-716 - [c34]Ching-Yung Lin, Belle L. Tseng, Milind R. Naphade, Apostol Natsev, John R. Smith:
MPEG-7 video automatic labeling system. ACM Multimedia 2003: 98-99 - [c33]Ching-Yung Lin, Milind R. Naphade, Apostol Natsev, Chalapathy Neti, John R. Smith, Belle L. Tseng, Harriet J. Nock, W. H. Adams:
User-trainable video annotation using multimodal cues. SIGIR 2003: 403-404 - [c32]Milind R. Naphade, John R. Smith:
Role of classifiers in multimedia content management. Storage and Retrieval for Media Databases 2003: 89-99 - [c31]Alejandro Jaimes, Milind R. Naphade, Harriet J. Nock, John R. Smith, Belle L. Tseng:
Context-enhanced video understanding. Storage and Retrieval for Media Databases 2003: 277-288 - [c30]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, Yi Wu, Donqing Zhang:
IBM Research TRECVID-2003 Video Retrieval System. TRECVID 2003 - 2002
- [j4]Milind R. Naphade, Igor Kozintsev, Thomas S. Huang:
Factor graph framework for semantic video indexing. IEEE Trans. Circuits Syst. Video Technol. 12(1): 40-52 (2002) - [j3]Milind R. Naphade, Thomas S. Huang:
Extracting semantics from audio-visual content: the final frontier in multimedia retrieval. IEEE Trans. Neural Networks 13(4): 793-810 (2002) - [c29]Milind R. Naphade:
Statistical techniques in video data management. IEEE Workshop on Multimedia Signal Processing 2002: 210-215 - [c28]Sankar Basu, Milind R. Naphade, John R. Smith:
A statistical modeling approach to content based retrieval. ICASSP 2002: 4080-4083 - [c27]Milind R. Naphade, Thomas S. Huang:
Discovering recurrent events in video using unsupervised methods. ICIP (2) 2002: 13-16 - [c26]Milind R. Naphade, Sankar Basu, John R. Smith, Ching-Yung Lin, Belle L. Tseng:
Modeling semantic concepts to support query by keywords in video. ICIP (1) 2002: 145-148 - [c25]Milind R. Naphade, Ching-Yung Lin, John R. Smith:
Video texture indexing using spatio-temporal wavelets. ICIP (2) 2002: 437-440 - [c24]John R. Smith, Sankar Basu, Ching-Yung Lin, Milind R. Naphade, Belle L. Tseng:
Interactive content-based retrieval of video. ICIP (1) 2002: 976-979 - [c23]Milind R. Naphade, Ching-Yung Lin, John R. Smith:
Learning semantic multimedia representations from a small set of examples. ICME (2) 2002: 513-516 - [c22]Milind R. Naphade, Sankar Basu, John R. Smith, Ching-Yung Lin, Belle L. Tseng:
A Statistical Modeling Approach to Content Based Video Retrieval. ICPR (2) 2002: 953-956 - [c21]Milind R. Naphade, Ching-Yung Lin, John R. Smith, Belle L. Tseng, Sankar Basu:
Learning to annotate video databases. Storage and Retrieval for Media Databases 2002: 264-275 - [c20]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, Milind R. Naphade, John R. Smith, Belle L. Tseng, Sugata Ghosal, Raghavendra Singh, T. V. Ashwin, DongQing Zhang:
IBM Research TREC 2002 Video Retrieval System. TREC 2002 - 2001
- [b1]Milind R. Naphade:
A Probablistic Framework for Mapping Audio-Visual Features to High-Level Semantics in Terms of Concepts and Context. University of Illinois Urbana-Champaign, USA, 2001 - [j2]Milind R. Naphade, Ruoyu Roy Wang, Thomas S. Huang:
Audio-visual query and retrieval: A system that uses dynamic programming and relevance feedback. J. Electronic Imaging 10(4): 861-870 (2001) - [j1]Milind R. Naphade, Thomas S. Huang:
A probabilistic framework for semantic video indexing, filtering, and retrieval. IEEE Trans. Multim. 3(1): 141-151 (2001) - [c19]Milind R. Naphade, Thomas S. Huang:
Detecting Semantic Concepts Using Context and Audiovisual Features. IEEE Workshop on Detection and Recognition of Events in Video 2001: 92-98 - [c18]Milind R. Naphade, Thomas S. Huang:
Recognizing high-level audio-visual concepts using context. ICIP (3) 2001: 46-49 - [c17]Milind R. Naphade, Ashutosh Garg, Thomas S. Huang:
Duration Dependent Input Output Markov Models For Audio-Visual Event Detection. ICME 2001 - [c16]Milind R. Naphade, Roy Wang, Thomas S. Huang:
Classifying Motion Picture Soundtrack For Video Indexing. ICME 2001 - [c15]Milind R. Naphade, Roy Wang, Thomas S. Huang:
Supporting audiovisual query using dynamic programming. ACM Multimedia 2001: 411-420 - [c14]Roy Wang, Milind R. Naphade, Thomas S. Huang:
Video retrieval and relevance feedback in the context of a post-integration model. MMSP 2001: 33-38 - [c13]Milind R. Naphade, Ruoyu Roy Wang, Thomas S. Huang:
Multimodal pattern matching for audio-visual query and retrieval. Storage and Retrieval for Media Databases 2001: 188-195 - [c12]Milind R. Naphade, Thomas S. Huang:
Semantic filtering of video content. Storage and Retrieval for Media Databases 2001: 270-279 - [c11]John R. Smith, Savitha Srinivasan, Arnon Amir, Sankar Basu, Giridharan Iyengar, Ching-Yung Lin, Milind R. Naphade, Dulce B. Ponceleon, Belle L. Tseng:
Integrating Features, Models, and Semantics for TREC Video Retrieval. TREC 2001 - 2000
- [c10]Milind R. Naphade, Thomas S. Huang:
Multimedia Understanding: Challenges in the New Millennium. ICIP 2000: 33-37 - [c9]Milind R. Naphade, Thomas S. Huang:
Inferring Semantic Concepts for Video Indexing and Retrieval. ICIP 2000: 766-769 - [c8]Milind R. Naphade, Thomas S. Huang:
A Probabilistic Framework for Semantic Indexing and Retrieval in Video. IEEE International Conference on Multimedia and Expo (I) 2000: 475-478 - [c7]Milind R. Naphade, Lawrence S. Chen, Thomas S. Huang, Brendan J. Frey:
Learning Sparse Multiple Cause Models. ICPR 2000: 2642-2647 - [c6]Milind R. Naphade, Thomas S. Huang:
Semantic Video Indexing Using a Probabilistic Framework. ICPR 2000: 3083-3088 - [c5]Milind R. Naphade, Igor Kozintsev, Thomas S. Huang:
Probabilistic Semantic Video Indexing. NIPS 2000: 967-973 - [c4]Milind R. Naphade, Thomas S. Huang:
Stochastic modeling of soundtrack for efficient segmentation and indexing of video. Storage and Retrieval for Media Databases 2000: 168-176 - [c3]Milind R. Naphade, Minerva M. Yeung, Boon-Lock Yeo:
Novel scheme for fast and efficent video sequence matching using compact signatures. Storage and Retrieval for Media Databases 2000: 564-572
1990 – 1999
- 1998
- [c2]Milind R. Naphade, Trausti T. Kristjansson, Brendan J. Frey, Thomas S. Huang:
Probabalistic Multimedia Objects (Multijects): A Novel Approach to Video Indexing and Retrieval in Multimedia Systems. ICIP (3) 1998: 536-540 - [c1]Milind R. Naphade, Rajiv Mehrotra, A. Müfit Ferman, Jim Warnick, Thomas S. Huang, A. Murat Tekalp:
A High-Performance Shot Boundary Detection Algorithm using Multiple Cues. ICIP (1) 1998: 884-887
Coauthor Index
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