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Koustuv Sinha
Koustuv Sinha
Research Scientist, Meta AI (Fundamental AI Research), McGill University (MSc, PhD)
Verified email at mail.mcgill.ca - Homepage
Title
Cited by
Cited by
Year
Improving reproducibility in machine learning research (a report from the neurips 2019 reproducibility program)
J Pineau, P Vincent-Lamarre, K Sinha, V Larivière, A Beygelzimer, ...
Journal of machine learning research 22 (164), 1-20, 2021
11822021
Chameleon: Mixed-modal early-fusion foundation models
C Team
arXiv preprint arXiv:2405.09818, 2024
10282024
V-jepa 2: Self-supervised video models enable understanding, prediction and planning
M Assran, A Bardes, D Fan, Q Garrido, R Howes, M Muckley, A Rizvi, ...
arXiv preprint arXiv:2506.09985, 2025
8212025
Masked language modeling and the distributional hypothesis: Order word matters pre-training for little
K Sinha, R Jia, D Hupkes, J Pineau, A Williams, D Kiela
Proceedings of the 2021 conference on empirical methods in natural language …, 2021
3772021
CLUTRR: A diagnostic benchmark for inductive reasoning from text
K Sinha, S Sodhani, J Dong, J Pineau, WL Hamilton
Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019
3622019
Ethical challenges in data-driven dialogue systems
P Henderson, K Sinha, N Angelard-Gontier, NR Ke, G Fried, R Lowe, ...
Proceedings of the 2018 AAAI/ACM Conference on AI, Ethics, and Society, 123-129, 2018
2622018
Metamorph: Multimodal understanding and generation via instruction tuning
S Tong, D Fan, J Li, Y Xiong, X Chen, K Sinha, M Rabbat, Y LeCun, S Xie, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2025
2362025
A taxonomy and review of generalization research in NLP
D Hupkes, M Giulianelli, V Dankers, M Artetxe, Y Elazar, T Pimentel, ...
Nature Machine Intelligence 5 (10), 1161-1174, 2023
1832023
Unnatural language inference
K Sinha, P Parthasarathi, J Pineau, A Williams
Proceedings of the 59th annual meeting of the Association for Computational …, 2021
1432021
Learning an unreferenced metric for online dialogue evaluation
K Sinha, P Parthasarathi, J Wang, R Lowe, WL Hamilton, J Pineau
Proceedings of the 58th Annual Meeting of the Association for Computational …, 2020
1092020
V-jepa 2.1: Unlocking dense features in video self-supervised learning
L Mur-Labadia, M Muckley, A Bar, M Assran, K Sinha, M Rabbat, Y LeCun, ...
European Conference on Computer Vision, 671-689, 2026
972026
Covid-19 prognosis via self-supervised representation learning and multi-image prediction
A Sriram, M Muckley, K Sinha, F Shamout, J Pineau, KJ Geras, L Azour, ...
arXiv preprint arXiv:2101.04909, 2021
932021
Probing linguistic systematicity
E Goodwin, K Sinha, T O’Donnell
Proceedings of the 58th annual meeting of the Association for Computational …, 2020
802020
Measuring systematic generalization in neural proof generation with transformers
N Gontier, K Sinha, S Reddy, C Pal
Advances in Neural Information Processing Systems 33, 22231-22242, 2020
792020
A hierarchical neural attention-based text classifier
K Sinha, Y Dong, JCK Cheung, D Ruths
Proceedings of the 2018 conference on empirical methods in natural language …, 2018
782018
Efficient tool use with chain-of-abstraction reasoning
S Gao, J Dwivedi-Yu, P Yu, XE Tan, R Pasunuru, O Golovneva, K Sinha, ...
Proceedings of the 31st International Conference on Computational …, 2025
752025
Scaling language-free visual representation learning
D Fan, S Tong, J Zhu, K Sinha, Z Liu, X Chen, M Rabbat, N Ballas, ...
2025 IEEE/CVF International Conference on Computer Vision (ICCV), 1-13, 2025
722025
State-of-the-art generalisation research in NLP: a taxonomy and review
D Hupkes, M Giulianelli, V Dankers, M Artetxe, Y Elazar, T Pimentel, ...
arXiv preprint arXiv:2210.03050, 2022
722022
The art of llm refinement: Ask, refine, and trust
K Shridhar, K Sinha, A Cohen, T Wang, P Yu, R Pasunuru, M Sachan, ...
Proceedings of the 2024 Conference of the North American Chapter of the …, 2024
542024
Evaluating gender bias in natural language inference
S Sharma, M Dey, K Sinha
arXiv preprint arXiv:2105.05541, 2021
482021
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Articles 1–20