@inproceedings{vyetrenko2009combining, title={On combining information-theoretic and cryptographic approaches to network coding security against the pollution attack}, author={Vyetrenko, S. and Khosla, A. and Ho, T.}, booktitle={Signals, Systems and Computers, 2009 Conference Record of the Forty-Third Asilomar Conference on}, pages={788--792}, year={2009}, organization={IEEE} } @inproceedings{mahabal2008towards, title={Towards real-time classification of astronomical transients}, author={Mahabal, A. and Djorgovski, SG and Williams, R. and Drake, A. and Donalek, C. and Graham, M. and Moghaddam, B. and Turmon, M. and Jewell, J. and Khosla, A. and others}, booktitle={AIP Conference Proceedings}, number={1082}, pages={287--293}, year={2008}, organization={American Institute of Physics} } @inproceedings{CVPR11_0254, author = "Bangpeng Yao$^*$ and Aditya Khosla$^*$ and Li Fei-Fei", title = "Combining Randomization and Discrimination for Fine-Grained Image Categorization", booktitle = "IEEE Conference on Computer Vision and Pattern Recognition (CVPR)", year = "2011", month = "June", address = "Springs, USA", note = "$^*$ indicates equal contribution" } @inproceedings{CVPR13_Khosla, author = "Aditya Khosla and Raffay Hamid and Chih-Jen Lin and Neel Sundaresan", title = "Large-Scale Video Summarization Using Web-Image Priors", booktitle = "IEEE Conference on Computer Vision and Pattern Recognition (CVPR)", year = "2013", month = "June", address = "Portland, USA" } @inproceedings{CVPR14_Khosla, author = "Aditya Khosla and Byoungkwon An and Joseph J. Lim and Antonio Torralba", title = "Looking Beyond the Visible Scene", booktitle = "IEEE Conference on Computer Vision and Pattern Recognition (CVPR)", year = "2014", month = "June", address = "Ohio, USA" } @inproceedings{CVPR15_Wu, author = "Zhirong Wu and Shuran Song and Aditya Khosla and Linguang Zhang and Xiaoou Tang and Jianxiong Xiao", title = "3D ShapeNets: A Deep Representation for Volumetric Shape Modeling ", booktitle = "IEEE Conference on Computer Vision and Pattern Recognition (CVPR)", year = "2015", month = "June", address = "Boston, USA" } @inproceedings{cvpr2016_zhou, Author = {Bolei Zhou and Aditya Khosla and Agata Lapedriza and Aude Oliva and Antonio Torralba}, Title = {Learning Deep Features for Discriminative Localization}, Year = {2016}, Booktitle = {IEEE Conference on Computer Vision and Pattern Recognition (CVPR)} } @inproceedings{ECCV12_Khosla, author = "Aditya Khosla and Tinghui Zhou and Tomasz Malisiewicz and Alexei Efros and Antonio Torralba", title = "Undoing the Damage of Dataset Bias", booktitle = "European Conference on Computer Vision (ECCV)", year = "2012", month = "October", address = "Florence, Italy" } @inproceedings{ECCV14_Lim, author = "Joseph J. Lim and Aditya Khosla and Antonio Torralba", title = "FPM: Fine pose Parts-based Model with 3D CAD Models", booktitle = "European Conference on Computer Vision (ECCV)", year = "2014", month = "September", address = "Zurich, Switzerland" } @inproceedings{khosla_fgvc2011, author = "Aditya Khosla and Bangpeng Yao and Nityananda Jayadevaprakash and Li Fei-Fei", title = "Novel Dataset for Fine-Grained Image Categorization", booktitle = "First Workshop on Fine-Grained Visual Categorization, IEEE Conference on Computer Vision and Pattern Recognition", year = "2011", month = "June", address = "Colorado Springs, CO", } @inproceedings{ICCV11_0744, author = "Bangpeng Yao and Xiaoye Jiang and Aditya Khosla and Andy~Lai Lin and Leonidas~J. Guibas and Li Fei-Fei", title = "Action Recognition by Learning Bases of Action Attributes and Parts", booktitle = "International Conference on Computer Vision (ICCV)", year = "2011", month = "November", address = "Barcelona, Spain" }@article{iccv2013hoggles, title={HOGgles: Visualizing Object Detection Features}, author={Vondrick, C. and Khosla, A. and Malisiewicz, T. and Torralba, A.}, journal={ICCV}, year={2013} } @inproceedings{ICCV13_Khosla, author = "Aditya Khosla and Wilma A. Bainbridge and Antonio Torralba and Aude Oliva", title = "Modifying the Memorability of Face Photographs", booktitle = "International Conference on Computer Vision (ICCV)", year = "2013" } @inproceedings{ICCV15_Dubey, author = "Rachit Dubey and Joshua Peterson and Aditya Khosla and Ming-Hsuan Yang and Bernard Ghanem", title = "What makes an object memorable?", booktitle = "International Conference on Computer Vision (ICCV)", year = "2015" } @inproceedings{ICCV15_Khosla, author = "Aditya Khosla and Akhil S. Raju and Antonio Torralba and Aude Oliva", title = "Understanding and Predicting Image Memorability at a Large Scale", booktitle = "International Conference on Computer Vision (ICCV)", year = "2015" } @inproceedings{scenecnn_iclr15, Author = {Bolei Zhou and Aditya Khosla and Agata Lapedriza and Aude Oliva and Antonio Torralba}, Title = {Object Detectors Emerge in Deep Scene CNNs}, Year = {2015}, Booktitle = {International Conference on Learning Representations (ICLR)} } @inproceedings{icml11_ngiam, title="Multimodal Deep Learning", author="Jiquan Ngiam and Aditya Khosla and Mingyu Kim and Juhan Nam and Honglak Lee and Andrew Y. Ng", booktitle = "International Conference on Machine Learning (ICML)", year = "2011", month = "June", address = "Bellevue, USA" } @inproceedings{icml11_yao, author = "Bangpeng Yao and Aditya Khosla and Li Fei-Fei", title = "Classifying Actions and Measuring Action Similarity by Modeling the Mutual Context of Objects and Human Poses", booktitle = "International Conference on Machine Learning (ICML)", year = "2011", month = "June", address = "Bellevue, USA" } @article{ihog, title={Inverting and Visualizing Features for Object Detection}, author={Carl Vondrick and Aditya Khosla and Tomasz Malisiewicz and Antonio Torralba}, journal={Arxiv preprint cs.CV/1212.2278}, year={2012} } @article{ijcv2015visualizing, title={Visualizing Object Detection Features}, author={Vondrick, C. and Khosla, A. and Pirsiavash, H. and Malisiewicz, T. and Torralba, A.}, journal={IJCV}, year={2015} } @inproceedings{ILSVRCijcv15, Author = {Olga Russakovsky and Jia Deng and Hao Su and Jonathan Krause and Sanjeev Satheesh and Sean Ma and Zhiheng Huang and Andrej Karpathy and Aditya Khosla and Michael Bernstein and Alexander C. Berg and Li Fei-Fei}, Title = {ImageNet Large Scale Visual Recognition Challenge}, Year = {2015}, booktitle = {International Journal of Computer Vision} } @inproceedings{Khosla+etal:kdd10, author = {Khosla, Aditya and Cao, Yu and Lin, Cliff Chiung-Yu and Chiu, Hsu-Kuang and Hu, Junling and Lee, Honglak}, title = {An integrated machine learning approach to stroke prediction}, booktitle = {Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining}, year = {2010}, pages = {183--192}, } @article{neuroimage16_Cichy, author = "Radoslaw M. Cichy and Aditya Khosla and Dimitrios Pantazis and Aude Oliva", title = "Dynamics of Scene Representations in the Human Brain revealed by {MEG} and Deep Neural Networks", journal = "NeuroImage", year = "2016" } @inproceedings{NIPS12_Khosla, author = "Aditya Khosla and Jianxiong Xiao and Antonio Torralba and Aude Oliva", title = "Memorability of Image Regions", booktitle = "Advances in Neural Information Processing Systems (NIPS)", year = "2012", month = "December", address = "Lake Tahoe, USA" } @inproceedings{nips15_recasens, author = "Adria Recasens$^*$ and Aditya Khosla$^*$ and Carl Vondrick and Antonio Torralba", title = "Where are they looking?", booktitle = "Advances in Neural Information Processing Systems (NIPS)", year = "2015", note = "$^*$ indicates equal contribution" } @inproceedings{KhoslaAnalysis13, author = {Khosla, Aditya and Hoiem, Derek and Belongie, Serge}, title = {Analysis of Reviews for CVPR 2012}, year = {2013}, } @article{scientificreports16_Cichy, author = "Radoslaw M. Cichy and Aditya Khosla and Dimitrios Pantazis and Antonio Torralba and Aude Oliva", title = "Comparison of Deep Neural Networks to Spatio-temporal Cortical Dynamics of Human Visual Object Recognition reveals Hierarchical Correspondence", journal = "Scientific Reports", year = "2016" } @inproceedings{SIGGRAPH12_Khosla, author = {Aditya Khosla$^*$ and Jianxiong Xiao$^*$ and Phillip Isola and Antonio Torralba and Aude Oliva}, title = {Image Memorability and Visual Inception}, booktitle = {SIGGRAPH Asia Technical Briefs}, year = {2012}, note = {$^*$ indicates equal contribution} } @inproceedings{SPIE13_Oliva, author = "Aude Oliva and Phillip Isola and Aditya Khosla and Wilma A. Bainbridge", title = "What makes a picture memorable?", booktitle = "SPIE Newsroom Article", year = "2013", month = "May" } @inproceedings{springer14_khosla, author = "Aditya Khosla and Bangpeng Yao and Li Fei-Fei", title = "Integrating Randomization and Discrimination for Classifying Human-Object Interaction Activities", booktitle = "Human-Centered Social Media Analytics", publisher = "Springer", year = "2014" } @inproceedings{www14_khosla, author = "Aditya Khosla and Atish Das Sarma and Raffay Hamid", title = "What Makes an Image Popular?", booktitle = "International World Wide Web Conference (WWW)", year = "2014", month = "April", address = "Seoul, Korea" }