- Multilabel Classification using Bayesian Compressed Sensing
*new*
Neural Information Processing Systems, NIPS 2012
Ashish Kapoor, Prateek Jain and Raajay Viswanathan
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- Context-Based Automatic Local Image Enhancement
*new*
European Conference on Computer Vision, ECCV 2012
Sung ju Hwang, Ashish Kapoor and Sing Bing Kang
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- Riffled Independence for Efficient Inference with Partial Rankings
*new*
Journal of Artificial Intelligence Research, JAIR 2012
Jonathan Huang, Ashish Kapoor and Carlos Guestrin
Email for pre-print
- Learning to Learn: Algorithmic Inspirations from Human Problem Solving
*new*
Association for the Advancement of Artificial Intelligence, AAAI 2012
Ashish Kapoor, Bongshin Lee, Desney Tan and Eric Horvitz
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- Performance and Preferences: Interactive Refinement of Machine Learning Procedures
*new*
Association for the Advancement of Artificial Intelligence, AAAI 2012
Ashish Kapoor, Bongshin Lee, Desney Tan and Eric Horvitz
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- Memory Constrained Face Recognition
*new*
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2012
Ashish Kapoor, Simon Baker, Sumit Basu and Eric Horvitz
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- How to Make Face RecognitionWork: The Power of Modeling Context (Keynote Paper)
*new*
Workshop on Activity Context Represntation at AAAI 2012
Ashish Kapoor, Dahua Lin, Simon Baker, Gang Hua and Amir Akbarzadeh
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- AffectAura: An Intelligent System for Emotional Memory
*new*
ACM Conference on Human Factors in Computing Systems, CHI 2012
Daniel McDuff, Amy Karlson, Ashish Kapoor, Asta Roseway and Mary Czerwinski
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- Efficient Probabilistic Inference with Partial Ranking Queries
Uncertainty and Artificial Inelligence, UAI 2011
Jonathan Huang, Ashish Kapoor and Carlos Guestrin
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- Effective End-User Interaction with Machine Learning
Nectar Track at American Association of Artificial Inelligence Conference, AAAI 2011
Saleema Amershi, James Fogarty, Ashish Kapoor and Desney Tan
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- Active Graph Reachability Reduction for Network
International Joint Conference on Artificial Intelligence, IJCAI 2011
Alice Zheng, Ashish Kapoor and John Dunagan
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- Using Multiple Models to Understand Data
International Joint Conference on Artificial Intelligence, IJCAI 2011
Kayur Patel, Steven Drucker, Ashish Kapoor, James Fogarty and Desney Tan
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- Human-Guided Machine Learning for Fast and Accurate Network Alarm Triage (Invited to Best Paper Track)
International Joint Conference on Artificial Intelligence, IJCAI 2011
Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan, and Blaine Christian
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- Learning a Blind Measure of Perceptual Image Quality
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011
Huixuan Tang, Neel Joshi and Ashish Kapoor
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- Collaborative Personalization of Image Enhancement
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2011
Juan C. Caicedo, Ashish Kapoor and Sing Bing Kang
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- Honest Signals in Video Conferencing
International Conference on Multimedia and Exposition, ICME 2011
Byungki Byun, Anurag Awasthi, Philip A. Chou, Ashish Kapoor, Bongshin Lee and Mary Czerwinski
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- CueT: Human-Guided Fast and Accurate Network Alarm Triage (Honorable Mention)
ACM Conference on Human Factors in Computing Systems, CHI 2011
Saleema Amershi, Bongshin Lee, Ashish Kapoor, Ratul Mahajan and Blaine Christian
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- Structure Learning from Partial Rankings
NIPS workshop on Computation Social Science and the Wisdom of the Crowds 2010
Jonathan Huang and Ashish Kapoor
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- Joint People, Event & Location Recognition in Personal Photo Collections using Cross-Domain Context
European Conference on Computer Vision, ECCV 2010
Dahua Lin, Ashish Kapoor, Gang Hua, and Simon Baker
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- Visual Recognition and Detection Under Bounded Computational Resources
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2010
Sudheendra Vijayanarasimhan and Ashish Kapoor
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- Personalization of Image Enhancement
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2010
Sing Bing Kang, Ashish Kapoor and Dani Lischinski
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- Modeling Long-Term Search Engine Usage (Best Paper Nominee)
User Modeling, Adaptation and Personalization, UMAP 2010
Ryen White, Ashish Kapoor and Susan Dumais
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- Interactive Optimization for Steering Machine Classification
Conference on Human Factors in Computing Systems, CHI 2010
Ashish Kapoor, Bongshin Lee, Desney Tan and Eric Horvitz
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- Examining Multiple Potential Models in End-User Interactive Concept Learning
Conference on Human Factors in Computing Systems, CHI 2010
Saleema Amershi, James Fogarty, Ashish Kapoor and Desney Tan
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- People, Quakes, and Communications: Inferences from Call Dynamics about a Seismic Event and its Influences on a Population
Workshop on Artificial Intelligence for Development (AI-D), AAAI Spring Symposiumg 2010
Ashish Kapoor, Nathan Eagle and Eric Horvitz
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- Breaking Boundaries: Active Information Acquisition Across Learning and Diagnosis
Neural Information Processing Systems, NIPS 2009
Ashish Kapoor and Eric Horvitz
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- Gaussian Processes for Object Categorization
International Journal of Computer Vision, IJCV 2009
Ashish Kapoor, Kristen Grauman, Raquel Urtasun and Trevor Darrell
<Springer Online>
- Which Faces to Tag: Adding Prior Constraints into Active Learning
IEEE International Conference on Computer Vision, ICCV 2009
Ashish Kapoor, Gang Hua, Amir Akbarzadeh and Simon Baker
<Download pdf> and <Supplementary Material>
- Overview-Based Example Selection in End-User Interactive Concept Learning
Symposium on User Interface Software and Technology, UIST 2009
Saleema Amreshi, James Fogarty, Ashish Kapoor and Desney Tan
<Download pdf>
- Active Learning for Large Multi-class Problems
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009
Prateek Jain and Ashish Kapoor
<Download pdf> and Source Code
- Co-training with Noisy Perceptual Observations
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2009
C. Mario Christoudias, Raquel Urtasun, Ashish Kapoor and Trevor Darrell
<Download pdf>
- New Frontiers in Machine Learning for Predictive User Modeling
Book Chapter in Human-Centric Interfaces for Ambient Intelligence (eds. Aghajan, Delgado and Augusto), 2009
Ashish Kapoor
Preprint Available on Request
- EnsembleMatrix: Interactive Visualization to Support Machine Learning with Multiple Classifiers
Conference on Human Factors in Computing Systems, CHI 2009
Justin Talbot, Bongshin Lee, Ashish Kapoor, Desney S. Tan
<Download pdf>
- Complementary Computing for Visual Tasks: Meshing Computer Vision with Human Visual Processing
IEEE International Conference on Automatic Face and Gesture Recognition, FG 2008
Ashish Kapoor, Desney Tan, Pradeep Shenoy and Eric Horvitz
<Download pdf>
- Combining Brain Computer Interfaces with Vision for Object Categorization
IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2008
Ashish Kapoor, Pradeep Shenoy and Desney Tan
<Download pdf>
- Experience Sampling for Building Predictive User Models: A Comparative Study
Conference on Human Factors in Computing Systems, CHI 2008
Ashish Kapoor and Eric Horvitz
<Download pdf>
- CueFlik: Interactive Concept Learning in Image Search
Conference on Human Factors in Computing Systems, CHI 2008
James Fogarty, Desney Tan, Ashish Kapoor and Simon Winder
<Download pdf>
- Active Learning with Gaussian Processes for Object Categorization
International Conference on Computer Vision, ICCV 2007
Ashish Kapoor, Kristen Grauman, Raquel Urtasun and Trevor Darrell
<Download pdf>
- Automatic Prediction of Frustration
International Journal of Human Computer Studies 2007
Ashish Kapoor, Winslow Burleson and Rosalind W. Picard
Volume 65, Issue 8, August 2007, Pages 724-736 IJHCS online by subscription
- On Discarding, Caching, and Recalling Samples in Active Learning
Uncertainty and Artificial Intelligence, UAI 2007
Ashish Kapoor and Eric Horvitz
<Download pdf>
- Principles of Lifelong Learning for Predictive User Modeling
User Modeling, UM 2007
Ashish Kapoor and Eric Horvitz
<Download pdf>
- Selective Supervision: Guiding Supervised Learning with Decision-Theoretic Active Learning
International Joint Conference on Artificial Intelligence, IJCAI 2007
Ashish Kapoor, Eric Horvitz and Sumit Basu
<Download pdf>
- Semi-Supervised Analysis of Gene Expression Profiles for Lineage-Specific Development
in the Caenorhabditis Elegans Embryo
International Conference on Intelligent Systems for Molecular Biology, ISMB 2006
Yuan (Alan) Qi, Patrycja E. Missiuro, Ashish Kapoor, Craig P. Hunter, Tommi S. Jaakkola, David K. Gifford and Hui Ge
<Download pdf>
- Learning Discriminative Models with Incomplete Data
PhD Thesis, MIT Media Lab
Ashish Kapoor
<Download pdf>
- Located Hidden Random Fields: Learning Discriminative Parts for Object Detection
European Conference on Computer Vision, ECCV 2006
Ashish Kapoor and John Winn
<Download pdf>
- Hyperparameter and Kernel Learning for Graph Based Semi-Supervised Classification
Neural Information Processing System, NIPS 2005
Ashish Kapoor, Yuan (Alan) Qi, Hyungil Ahn and Rosalind W. Picard
<Download pdf>
- Multimodal Affect Recognition in Learning Environments
ACM Multimedia (Invited Paper), MM 2005
Ashish Kapoor and Rosalind W. Picard
<Download pdf>
- Mixture of Gaussian Processes for Combining Multiple Modalities
Workshop on Multiple Classifier Systems, MCS 2005
Ashish Kapoor, Hyungil Ahn and Rosalind W. Picard
<Download pdf>
- The Audio Epitome: A New Representation for Modeling and Classifying Auditory Phenomena
International Conference on Acoustics, Speech and Signal Processing, ICASSP 2005
Ashish Kapoor and Sumit Basu
<Download
pdf>
- Nodding in Conversations with a Robot
Demonstration Paper Computer Human Interaction, CHI 2004
Christopher Lee, Neal Lesh, Candace L. Sidner, Trevor Darrell, Ashish Kapoor, Louis Philippe Morency
<Download
pdf>
- Probabilistic Combination of Multiple Modalities to Detect Interest
International Conference on Pattern Recognition (ICPR), Cambridge, UK, 2004
Ashish Kapoor and Rosalind W. Picard, (Affective Computing Group, MIT Media Lab)
<Download
pdf>
- Fully Automatic Upper Facial Action Recognition
Workshop on IEEE International Workshop on Analysis and Modeling of
Faces and Gestures (AMFG) 2003, held in conjunction with International
Conference on Computer Vision (ICCV-2003), Nice, France, October, 2003
Ashish Kapoor, Yuan Qi and Rosalind W. Picard, (Affective Computing Group, MIT Media Lab)
<Abstract>
<Download
pdf>
- Automatic Facial Action Analysis
Masters Thesis, MIT Media Lab
Ashish Kapoor
<Abstract>
<Download pdf>
- Real-Time, Fully Automatic Upper Facial Feature Tracking
Appears in the Proceedings of the 5th International Conference on
Automatic Face and Gesture Recognition 2002, Washington D.C., May 20-21, 2002
Ashish Kapoor and Rosalind W. Picard, (Affective Computing Group, MIT Media Lab)
<Abstract>
<Download
pdf>
- A Real-Time Head Nod and Shake Detector
Workshop on Perceptive User Interfaces, Orlando FL, 15th-16th
Novemeber, 2001
Ashish Kapoor and Rosalind W. Picard, (Affective Computing Group, MIT Media Lab)
Vismod Technical Report # 544
<Abstract>
<Download pdf>
- Towards a Learning Companion that Recognizes Affect
Emotional and Intelligent II: The Tangled Knot of Social Cognition, AAAI Fall Symposium 2001, North Falmouth, MA, 2nd-4th November, 2001
Ashish Kapoor, Selene Mota and Rosalind W. Picard, (Affective Computing Group, MIT Media Lab)
Vismod Technical Report # 543
<Abstract>
<Download pdf>
- Audio Driven Facial Animation For Audio-Visual Reality
ICME 2001, Proceedings of IEEE International Conference on Multimedia and Expo 2001, Tokyo, Japan, 22nd-25th August, 2001
Ashish Kapoor, Rohit J. Kate,(Deptt. of Comp. Sc. and Engg.,IIT Delhi on internship at IBM India Research Lab)
Tanveer A. Faruquie, Nitendra Rajput, L. Venkat Subramaniam, (IBM India Research Lab)
<Download ps.gz>
- VTalk: A System for Generating Text-to-Audio-Visual Speech
IETE Technical Review, Volume 18, No. 4, July-August 2001, pp.
307-314
Prem Kalra, Ashish Kapoor and Udit Kumar Goyal,(Deptt. of Comp.
Sc. and Engg.,IIT Delhi)
This paper got the IETE KS Krishnan Memorial Award for best system oriented
paper
<Download pdf>
- Modeling Co-articulation in Text-to-Audio Visual
Speech
ICVGIP 2000, Indian Conference on Computer Vision,
Graphics and Image Processing 2000, Bangalore, 20th-22nd
December 2000
Ashish Kapoor, Udit Kumar Goyal and Prem
Kalra,(Deptt. of Comp. Sc. and Engg.,IIT Delhi)
<Abstract> <Download pdf>
- Text-to-Audiovisual Speech Synthesizer
Virtual World 2000, 2nd International Conference on
Virtual Worlds 2000, International Institute of Multimedia,
Paris 5th-7th July 2000
Udit Kumar Goyal, Ashish Kapoor and Prem
Kalra,(Deptt. of Comp. Sc. and Engg.,IIT Delhi)
<Abstract> <Download pdf>
Technical Reports
- MultiPath Routing for Adhoc Networks
Pankaj Thakkar, Ashish Kapoor, Huzur Saran, (Deptt.
of Comp. Sc. and Engg.,IIT Delhi)
<Abstract>
- Finding Large Prime Numbers: A Hardware-Software Codesign System
Vaibhav Vaish and Ashish Kapoor, (Deptt.
of Comp. Sc. and Engg.,IIT Delhi)
<Download pdf>