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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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