| 2025 | ICCV | DIMCIM: A Quantitative Evaluation Framework for Default-Mode Diversity and Generalization in Text-to-Image Generative Models. | Revant Teotia, Candace Ross, Karen Ullrich, Sumit Chopra, Adriana Romero-Soriano, Melissa Hall, Matthew J. Muckley |
| 2025 | MICCAI | Harnessing Side Information for Highly Accelerated MRI. | Arda Atalik, Sumit Chopra, Daniel K. Sodickson |
| 2024 | ICML | Adaptive Sampling of k-Space in Magnetic Resonance for Rapid Pathology Prediction. | Chen-Yu Yen, Raghav Singhal, Umang Sharma, Rajesh Ranganath, Sumit Chopra, Lerrel Pinto |
| 2018 | AAAI | StarSpace: Embed All The Things! | Ledell Yu Wu, Adam Fisch, Sumit Chopra, Keith Adams, Antoine Bordes, Jason Weston |
| 2017 | ICLR | Dialogue Learning With Human-in-the-Loop. | Jiwei Li, Alexander H. Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston |
| 2017 | ICLR | Learning through Dialogue Interactions by Asking Questions. | Jiwei Li, Alexander H. Miller, Sumit Chopra, Marc'Aurelio Ranzato, Jason Weston |
| 2016 | NAACL | Abstractive Sentence Summarization with Attentive Recurrent Neural Networks. | Sumit Chopra, Michael Auli, Alexander M. Rush |
| 2015 | EMNLP | A Neural Attention Model for Abstractive Sentence Summarization. | Alexander M. Rush, Sumit Chopra, Jason Weston |
| 2014 | EMNLP | Question Answering with Subgraph Embeddings. | Antoine Bordes, Sumit Chopra, Jason Weston |
| 2014 | EMNLP | #TagSpace: Semantic Embeddings from Hashtags. | Jason Weston, Sumit Chopra, Keith Adams |
| 2012 | ICASSP | Weakly supervised neural networks for Part-Of-Speech tagging. | Sumit Chopra, Srinivas Bangalore |
| 2012 | ICDM | Computational Television Advertising. | Suhrid Balakrishnan, Sumit Chopra, David L. Applegate, Simon Urbanek |
| 2012 | WSDM | Collaborative ranking. | Suhrid Balakrishnan, Sumit Chopra |
| 2011 | ICASSP | Non-linear tagging models with localist and distributed word representations. | Sumit Chopra, Srinivas Bangalore |
| 2011 | Interspeech | Combining Frame and Segment Level Processing via Temporal Pooling for Phonetic Classification. | Sumit Chopra, Patrick Haffner, Dimitrios Dimitriadis |
| 2010 | ICDM | Two of a Kind or the Ratings Game? Adaptive Pairwise Preferences and Latent Factor Models. | Suhrid Balakrishnan, Sumit Chopra |
| 2007 | ICDAR | Energy-Based Models in Document Recognition and Computer Vision. | Yann LeCun, Sumit Chopra, Marc'Aurelio Ranzato, Fu Jie Huang |
| 2007 | KDD | Discovering the hidden structure of house prices with a non-parametric latent manifold model. | Sumit Chopra, Trivikraman Thampy, John Leahy, Andrew Caplin, Yann LeCun |
| 2006 | CVPR | Dimensionality Reduction by Learning an Invariant Mapping. | Raia Hadsell, Sumit Chopra, Yann LeCun |
| 2005 | CVPR | Learning a Similarity Metric Discriminatively, with Application to Face Verification. | Sumit Chopra, Raia Hadsell, Yann LeCun |
| 2003 | EuroPar | An Experimental Study of | Amit Agarwal, Tarun Agarwal, Sumit Chopra, Anja Feldmann, Nils Kammenhuber, Piotr Krysta, Berthold Vcking |