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Publications (complete bibfile, Google Scholar page)
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Large-Scale Video Summarization Using Web-Image Priors
Aditya Khosla, Raffay Hamid, Chih-Jen Lin and Neel Sundaresan
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2013.
[paper] [bibtex]
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Inverting and Visualizing Features for Object Detection
Carl Vondrick, Aditya Khosla, Tomasz Malisiewicz and Antonio Torralba
Arxiv preprint cs.CV/1212.2278, 2013.
[paper] [bibtex] [project page] [code] [demo]
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Memorability of Image Regions
Aditya Khosla, Jianxiong Xiao, Antonio Torralba and Aude Oliva
Advances in Neural Information Processing Systems (NIPS), 2012.
[paper] [bibtex] [project page]
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Image Memorability and Visual Inception
Aditya Khosla*, Jianxiong Xiao*, Phillip Isola, Antonio Torralba and Aude Oliva (* - indicates equal contribution)
SIGGRAPH Asia, 2012. (Invited paper)
[paper] [bibtex]
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Undoing the Damage of Dataset Bias
Aditya Khosla, Tinghui Zhou, Tomasz Malisiewicz, Alexei A. Efros, and Antonio Torralba
European Conference on Computer Vision (ECCV), 2012.
[paper] [bibtex] [project page] [code]
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Human Action Recognition by Learning Bases of Action Attributes and Parts
Bangpeng Yao, Xiaoye Jiang, Aditya Khosla, Andy Lai Lin, Leonidas J. Guibas, and Li Fei-Fei
International Conference on Computer Vision (ICCV), 2011.
Oral presentation
[paper] [extended paper] [bibtex] [slides] [video] [dataset]
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Classifying Actions and Measuring Action Similarity by Modeling the Mutual Context of Objects
and Human Poses
Bangpeng Yao, Aditya Khosla, and Li Fei-Fei
International Conference on Machine Learning (ICML), 2011.
Oral presentation in the cross-conference track
[paper] [bibtex] [slides]
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Multimodal Deep Learning
Jiquan Ngiam, Aditya Khosla, Mingyu Kim, Juhan Nam, Honglak Lee, and Andrew Y. Ng
International Conference on Machine Learning (ICML), 2011.
Oral presentation
[paper] [bibtex] [poster] [slides]
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Combining Randomization and Discrimination for Fine-Grained Image Categorization
Aditya Khosla*, Bangpeng Yao* and Li Fei-Fei (* - indicates equal contribution)
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2011.
[paper] [bibtex] [poster] [slides] [code]
PASCAL VOC Action Classification Winner 2011 & 2012!
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An Integrated Machine Learning Approach to Stroke Prediction
Aditya Khosla, Yu Cao, Cliff Chiung-Yu Lin, Hsu-Kuang Chiu, Junling Hu, and Honglak Lee
16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2010.
Oral presentation
[paper] [bibtex] [slides] [video] [code]
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On combining information theoretic and cryptographic approaches to network coding security
against the pollution attack
Svitlana Vyetrenko, Aditya Khosla and Tracey Ho
Asilomar Conference on Signals, Systems and Computers (Asilomar), 2009.
[paper] [bibtex]
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Towards Real-time Classification of Astronomical Transients
Mahabal, A.; Djorgovski, S. G.; Williams, R.; Drake, A.; Donalek, C.; Graham, M.; Moghaddam, B.;
Turmon, M.; Jewell, J.; Khosla, A.; Hensley, B.
International conference on Classification and Discovery in Large Astronomical Surveys (Class), 2008.
[paper] [bibtex]
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