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Ishan Misra
Ishan Misra
Research Scientist, Facebook AI Research
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Unsupervised learning of visual features by contrasting cluster assignments
M Caron, I Misra, J Mairal, P Goyal, P Bojanowski, A Joulin
Advances in Neural Information Processing Systems 33, 9912-9924, 2020
8952020
Cross-stitch Networks for Multi-task Learning
I Misra, A Shrivastava, A Gupta, M Hebert
Computer Vision Pattern Recognition (CVPR), 2016
8712016
Shuffle and Learn: Unsupervised Learning using Temporal Order Verification
I Misra, CL Zitnick, M Hebert
European Conference on Computer Vision (ECCV), 2016
6902016
Self-supervised learning of pretext-invariant representations
I Misra, L Maaten
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
6192020
Emerging properties in self-supervised vision transformers
M Caron, H Touvron, I Misra, H Jégou, J Mairal, P Bojanowski, A Joulin
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
3992021
Cut, Paste and Learn: Surprisingly Easy Synthesis for Instance Detection
D Dwibedi, I Misra, M Hebert
ICCV, 2017
3812017
Barlow twins: Self-supervised learning via redundancy reduction
J Zbontar, L Jing, I Misra, Y LeCun, S Deny
International Conference on Machine Learning, 12310-12320, 2021
3422021
Visual Storytelling
THK Huang, F Ferraro, N Mostafazadeh, I Misra, A Agrawal, J Devlin, ...
NAACL, 2016
2982016
Scaling and benchmarking self-supervised visual representation learning
P Goyal, D Mahajan, A Gupta, I Misra
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
2442019
Generating Natural Questions About an Image
N Mostafazadeh, I Misra, J Devlin, M Mitchell, X He, L Vanderwende
arXiv preprint arXiv:1603.06059, 2016
2442016
Seeing through the Human Reporting Bias: Visual Classifiers from Noisy Human-Centric Labels
I Misra, CL Zitnick, M Mitchell, R Girshick
Computer Vision Pattern Recognition (CVPR), 2016
1762016
Watch and Learn: Semi-Supervised Learning for Object Detectors From Video
I Misra, A Shrivastava, M Hebert
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
1322015
From red wine to red tomato: Composition with context
I Misra, A Gupta, M Hebert
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
1272017
In Defense of Grid Features for Visual Question Answering
H Jiang, I Misra, M Rohrbach, E Learned-Miller, X Chen
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
1222020
Does object recognition work for everyone?
T De Vries, I Misra, C Wang, L Van der Maaten
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
1102019
Audio-visual instance discrimination with cross-modal agreement
P Morgado, N Vasconcelos, I Misra
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
812021
Self-supervised Pretraining of Visual Features in the Wild
P Goyal, M Caron, B Lefaudeux, M Xu, P Wang, V Pai, M Singh, ...
arXiv preprint arXiv:2103.01988, 2021
792021
Mdetr-modulated detection for end-to-end multi-modal understanding
A Kamath, M Singh, Y LeCun, G Synnaeve, I Misra, N Carion
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
762021
ClusterFit: Improving Generalization of Visual Representations
X Yan, I Misra, A Gupta, D Ghadiyaram, D Mahajan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
622020
Learning by asking questions
I Misra, R Girshick, R Fergus, M Hebert, A Gupta, L Van Der Maaten
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
602018
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