Ishan Misra

Most-cited papers

1. DINOv2: Learning Robust Visual Features without Supervision

   M. Oquab, Timothée Darcet, Théo Moutakanni, Huy V. Vo +22 more

   2023Trans. Mach. Learn. Res.12K citations Open access

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2. Emerging Properties in Self-Supervised Vision Transformers

   Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou +3 more

   2021IEEE International Conference on Computer Vision11K citations Open access

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3. Unsupervised Learning of Visual Features by Contrasting Cluster Assignments

   Mathilde Caron, Ishan Misra, Julien Mairal, Priya Goyal +2 more

   2020Neural Information Processing Systems5,307 citations

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4. Masked-attention Mask Transformer for Universal Image Segmentation

   Bowen Cheng, Ishan Misra, A. Schwing, Alexander Kirillov +1 more

   2021Computer Vision and Pattern Recognition4,735 citations Open access

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5. Barlow Twins: Self-Supervised Learning via Redundancy Reduction

   Jure Zbontar, Li Jing, Ishan Misra, Yann LeCun +1 more

   2021International Conference on Machine Learning3,337 citations

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6. ImageBind One Embedding Space to Bind Them All

   Rohit Girdhar, Alaaeldin El-Nouby, Zhuang Liu, Mannat Singh +3 more

   2023Computer Vision and Pattern Recognition1,873 citations Open access

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7. Self-Supervised Learning of Pretext-Invariant Representations

   Ishan Misra, L. van der Maaten

   2019Computer Vision and Pattern Recognition1,643 citations Open access

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8. Cross-Stitch Networks for Multi-task Learning

   Ishan Misra, Abhinav Shrivastava, A. Gupta, M. Hebert

   2016Computer Vision and Pattern Recognition1,607 citations Open access

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9. Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture

   Mahmoud Assran, Quentin Duval, Ishan Misra, P. Bojanowski +4 more

   2023Computer Vision and Pattern Recognition1,490 citations Open access

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10. MDETR - Modulated Detection for End-to-End Multi-Modal Understanding

    Aishwarya Kamath, Mannat Singh, Yann LeCun, Gabriel Synnaeve +2 more

    2021IEEE International Conference on Computer Vision1,262 citations

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11. Detecting Twenty-thousand Classes using Image-level Supervision

    Xingyi Zhou, Rohit Girdhar, A. Joulin, Philipp Krähenbühl +1 more

    2022European Conference on Computer Vision944 citations Open access

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12. Shuffle and Learn: Unsupervised Learning Using Temporal Order Verification

    Ishan Misra, C. Zitnick, M. Hebert

    2016European Conference on Computer Vision912 citations Open access

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13. Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection

    Debidatta Dwibedi, Ishan Misra, M. Hebert

    2017IEEE International Conference on Computer Vision727 citations Open access

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14. An End-to-End Transformer Model for 3D Object Detection

    Ishan Misra, Rohit Girdhar, A. Joulin

    2021IEEE International Conference on Computer Vision653 citations Open access

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15. Visual Storytelling

    Ting-Hao, Huang, Francis Ferraro, N. Mostafazadeh +12 more

    2016North American Chapter of the Association for Computational Linguistics553 citations Open access

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16. Masked Siamese Networks for Label-Efficient Learning

    Mahmoud Assran, Mathilde Caron, Ishan Misra, P. Bojanowski +5 more

    2022European Conference on Computer Vision456 citations Open access

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17. Scaling and Benchmarking Self-Supervised Visual Representation Learning

    Priya Goyal, D. Mahajan, A. Gupta, Ishan Misra

    2019IEEE International Conference on Computer Vision434 citations Open access

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18. Keeping Your Eye on the Ball: Trajectory Attention in Video Transformers

    Mandela Patrick, Dylan Campbell, Yuki M. Asano, Ishan Misra +4 more

    2021Neural Information Processing Systems386 citations

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19. In Defense of Grid Features for Visual Question Answering

    Huaizu Jiang, Ishan Misra, Marcus Rohrbach, Erik G. Learned-Miller +1 more

    2020Computer Vision and Pattern Recognition374 citations Open access

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20. Self-Supervised Pretraining of 3D Features on any Point-Cloud

    Zaiwei Zhang, Rohit Girdhar, A. Joulin, Ishan Misra

    2021IEEE International Conference on Computer Vision355 citations Open access

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21. Omnivore: A Single Model for Many Visual Modalities

    Rohit Girdhar, Mannat Singh, Nikhil Ravi, L. van der Maaten +2 more

    2022Computer Vision and Pattern Recognition332 citations Open access

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22. Audio-Visual Instance Discrimination with Cross-Modal Agreement

    Pedro Morgado, N. Vasconcelos, Ishan Misra

    2020Computer Vision and Pattern Recognition321 citations Open access

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23. Generating Natural Questions About an Image

    N. Mostafazadeh, Ishan Misra, J. Devlin, C. Zitnick +3 more

    2016Annual Meeting of the Association for Computational Linguistics319 citations Open access

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24. From Red Wine to Red Tomato: Composition with Context

    Ishan Misra, A. Gupta, M. Hebert

    2017Computer Vision and Pattern Recognition310 citations

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25. Self-supervised Pretraining of Visual Features in the Wild

    Priya Goyal, Mathilde Caron, Benjamin Lefaudeux, Min Xu +7 more

    2021arXiv.org306 citations

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26. Does Object Recognition Work for Everyone?

    Terrance Devries, Ishan Misra, Changhan Wang, L. van der Maaten

    2019CVPR Workshops300 citations

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27. Cut and Learn for Unsupervised Object Detection and Instance Segmentation

    Xu-Dong Wang, Rohit Girdhar, Stella X. Yu, Ishan Misra

    2023Computer Vision and Pattern Recognition299 citations Open access

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28. Learning Video Representations from Large Language Models

    Yue Zhao, Ishan Misra, Philipp Krahenbuhl, Rohit Girdhar

    2022Computer Vision and Pattern Recognition275 citations Open access

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29. Mask2Former for Video Instance Segmentation

    Bowen Cheng, Anwesa Choudhuri, Ishan Misra, Alexander Kirillov +2 more

    2021arXiv.org249 citations

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30. Seeing through the Human Reporting Bias: Visual Classifiers from Noisy Human-Centric Labels

    Ishan Misra, C. Zitnick, Margaret Mitchell, Ross B. Girshick

    2015Computer Vision and Pattern Recognition238 citations Open access

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31. Frame Averaging for Invariant and Equivariant Network Design

    Omri Puny, Matan Atzmon, Heli Ben-Hamu, Edward James Smith +3 more

    2021International Conference on Learning Representations226 citations

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32. Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples

    Mahmoud Assran, Mathilde Caron, Ishan Misra, P. Bojanowski +3 more

    2021IEEE International Conference on Computer Vision177 citations Open access

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33. ClusterFit: Improving Generalization of Visual Representations

    Xueting Yan, Ishan Misra, A. Gupta, Deepti Ghadiyaram +1 more

    2019Computer Vision and Pattern Recognition140 citations Open access

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34. OmniMAE: Single Model Masked Pretraining on Images and Videos

    Rohit Girdhar, Alaaeldin El-Nouby, Mannat Singh, Kalyan Vasudev Alwala +2 more

    2022Computer Vision and Pattern Recognition138 citations Open access

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35. Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision

    Priya Goyal, Quentin Duval, Isaac Seessel, Mathilde Caron +4 more

    2022arXiv.org126 citations

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36. Robust Audio-Visual Instance Discrimination

    P. Morgado, Ishan Misra, N. Vasconcelos

    2021Computer Vision and Pattern Recognition126 citations Open access

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37. Watch and learn: Semi-supervised learning of object detectors from videos

    Ishan Misra, Abhinav Shrivastava, M. Hebert

    2015Computer Vision and Pattern Recognition124 citations Open access

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38. Mainstream: Dynamic Stem-Sharing for Multi-Tenant Video Processing

    Angela H. Jiang, Daniel L.-K. Wong, Christopher Canel, Lilia Tang +6 more

    2018USENIX Annual Technical Conference118 citations

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39. The effectiveness of MAE pre-pretraining for billion-scale pretraining

    Mannat Singh, Quentin Duval, Kalyan Vasudev Alwala, Haoqi Fan +8 more

    2023IEEE International Conference on Computer Vision101 citations Open access

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40. Learning by Asking Questions

    Ishan Misra, Ross B. Girshick, R. Fergus, M. Hebert +2 more

    20172018 IEEE/CVF Conference on Computer Vision and Pattern Recognition88 citations Open access

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41. GeneCIS: A Benchmark for General Conditional Image Similarity

    S. Vaze, Nicolas Carion, Ishan Misra

    2023Computer Vision and Pattern Recognition74 citations Open access

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42. The Hidden Uniform Cluster Prior in Self-Supervised Learning

    Mahmoud Assran, Randall Balestriero, Quentin Duval, Florian Bordes +5 more

    2022International Conference on Learning Representations70 citations Open access

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43. Unsupervised Learning using Sequential Verification for Action Recognition

    Ishan Misra, C. Zitnick, M. Hebert

    2016arXiv.org70 citations

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44. 3D Spatial Recognition without Spatially Labeled 3D

    Zhongzheng Ren, Ishan Misra, A. Schwing, Rohit Girdhar

    2021Computer Vision and Pattern Recognition69 citations Open access

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45. 3D-RelNet: Joint Object and Relational Network for 3D Prediction

    Nilesh Kulkarni, Ishan Misra, Shubham Tulsiani, A. Gupta

    2019IEEE International Conference on Computer Vision48 citations Open access

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46. VideoCutLER: Surprisingly Simple Unsupervised Video Instance Segmentation

    Xu-Dong Wang, Ishan Misra, Ziyun Zeng, Rohit Girdhar +1 more

    2023Computer Vision and Pattern Recognition47 citations Open access

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47. Can Temporal Information Help with Contrastive Self-Supervised Learning?

    Yutong Bai, Haoqi Fan, Ishan Misra, Ganesh Venkatesh +5 more

    2020arXiv.org41 citations

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48. Space-Time Crop & Attend: Improving Cross-modal Video Representation Learning

    Mandela Patrick, Po-Yao (Bernie) Huang, Ishan Misra, Florian Metze +3 more

    2021IEEE International Conference on Computer Vision36 citations Open access

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49. Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based Disparities

    Melissa Hall, Laura Gustafson, Aaron B. Adcock, Ishan Misra +1 more

    2023arXiv.org34 citations Open access

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50. MOST: Multiple Object localization with Self-supervised Transformers for object discovery

    Sai Saketh Rambhatla, Ishan Misra, R. Chellappa, Abhinav Shrivastava

    2023IEEE International Conference on Computer Vision24 citations Open access

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