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Emerging Properties in Self-Supervised Vision Transformers


Apr 29, 2021
Mathilde Caron, Hugo Touvron, Ishan Misra, Hervé Jégou, Julien Mairal, Piotr Bojanowski, Armand Joulin

* 21 pages 

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


Apr 28, 2021
Mahmoud Assran, Mathilde Caron, Ishan Misra, Piotr Bojanowski, Armand Joulin, Nicolas Ballas, Michael Rabbat


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


Apr 26, 2021
Aishwarya Kamath, Mannat Singh, Yann LeCun, Ishan Misra, Gabriel Synnaeve, Nicolas Carion


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Robust Audio-Visual Instance Discrimination


Mar 29, 2021
Pedro Morgado, Ishan Misra, Nuno Vasconcelos


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


Mar 18, 2021
Mandela Patrick, Yuki M. Asano, Bernie Huang, Ishan Misra, Florian Metze, Joao Henriques, Andrea Vedaldi


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Self-supervised Pretraining of Visual Features in the Wild


Mar 05, 2021
Priya Goyal, Mathilde Caron, Benjamin Lefaudeux, Min Xu, Pengchao Wang, Vivek Pai, Mannat Singh, Vitaliy Liptchinsky, Ishan Misra, Armand Joulin, Piotr Bojanowski


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Barlow Twins: Self-Supervised Learning via Redundancy Reduction


Mar 04, 2021
Jure Zbontar, Li Jing, Ishan Misra, Yann LeCun, Stéphane Deny

* 13 pages, 5 figures 

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


Jan 07, 2021
Zaiwei Zhang, Rohit Girdhar, Armand Joulin, Ishan Misra


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Can Temporal Information Help with Contrastive Self-Supervised Learning?


Nov 25, 2020
Yutong Bai, Haoqi Fan, Ishan Misra, Ganesh Venkatesh, Yongyi Lu, Yuyin Zhou, Qihang Yu, Vikas Chandra, Alan Yuille


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Unsupervised Learning of Visual Features by Contrasting Cluster Assignments


Jul 17, 2020
Mathilde Caron, Ishan Misra, Julien Mairal, Priya Goyal, Piotr Bojanowski, Armand Joulin


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Audio-Visual Instance Discrimination with Cross-Modal Agreement


Apr 27, 2020
Pedro Morgado, Nuno Vasconcelos, Ishan Misra


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In Defense of Grid Features for Visual Question Answering


Jan 10, 2020
Huaizu Jiang, Ishan Misra, Marcus Rohrbach, Erik Learned-Miller, Xinlei Chen


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ClusterFit: Improving Generalization of Visual Representations


Dec 06, 2019
Xueting Yan, Ishan Misra, Abhinav Gupta, Deepti Ghadiyaram, Dhruv Mahajan


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Self-Supervised Learning of Pretext-Invariant Representations


Dec 04, 2019
Ishan Misra, Laurens van der Maaten


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Does Object Recognition Work for Everyone?


Jun 18, 2019
Terrance DeVries, Ishan Misra, Changhan Wang, Laurens van der Maaten


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


Jun 06, 2019
Nilesh Kulkarni, Ishan Misra, Shubham Tulsiani, Abhinav Gupta

* Project page: https://nileshkulkarni.github.io/relative3d/ 

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Scaling and Benchmarking Self-Supervised Visual Representation Learning


Jun 06, 2019
Priya Goyal, Dhruv Mahajan, Abhinav Gupta, Ishan Misra


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Binary Image Selection (BISON): Interpretable Evaluation of Visual Grounding


Jan 19, 2019
Hexiang Hu, Ishan Misra, Laurens van der Maaten


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Learning by Asking Questions


Dec 04, 2017
Ishan Misra, Ross Girshick, Rob Fergus, Martial Hebert, Abhinav Gupta, Laurens van der Maaten


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


Aug 04, 2017
Debidatta Dwibedi, Ishan Misra, Martial Hebert

* To appear in ICCV 2017 

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Shuffle and Learn: Unsupervised Learning using Temporal Order Verification


Jul 26, 2016
Ishan Misra, C. Lawrence Zitnick, Martial Hebert

* Accepted at ECCV 2016 

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Generating Natural Questions About an Image


Jun 09, 2016
Nasrin Mostafazadeh, Ishan Misra, Jacob Devlin, Margaret Mitchell, Xiaodong He, Lucy Vanderwende

* Proceedings of the 54th Annual Meeting of the Association for Computational Linguistics 

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Visual Storytelling


Apr 13, 2016
Ting-Hao, Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Aishwarya Agrawal, Jacob Devlin, Ross Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley, Margaret Mitchell

* to appear in NAACL 2016 

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


Apr 12, 2016
Ishan Misra, C. Lawrence Zitnick, Margaret Mitchell, Ross Girshick

* To appear in CVPR 2016 

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Cross-stitch Networks for Multi-task Learning


Apr 12, 2016
Ishan Misra, Abhinav Shrivastava, Abhinav Gupta, Martial Hebert

* To appear in CVPR 2016 (Spotlight) 

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Watch and Learn: Semi-Supervised Learning of Object Detectors from Videos


May 21, 2015
Ishan Misra, Abhinav Shrivastava, Martial Hebert

* To appear in CVPR 2015 

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