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Athul Paul Jacob
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Mode regularized generative adversarial networks
T Che, Y Li, AP Jacob, Y Bengio, W Li
International Conference on Learning Representations(ICLR) - 2017, 2016
5472016
Boundary-seeking GANs
RD Hjelm, AP Jacob, A Trischler, G Che, K Cho, Y Bengio
International Conference on Learning Representations(ICLR) - 2018, 2018
184*2018
Straight to the Tree: Constituency Parsing with Neural Syntactic Distance
Y Shen, Z Lin, AP Jacob, A Sordoni, A Courville, Y Bengio
56th Annual Meeting of the Association of Computational Linguistics (ACL …, 2018
762018
Learning Hierarchical Structures On-The-Fly with a Recurrent-Recursive Model for Sequences
AP Jacob, Z Lin, A Sordoni, Y Bengio
56th Annual Meeting of the Association of Computational Linguistics (ACL …, 2018
172018
Modeling Strong and Human-like Gameplay with KL-regularized Search
AP Jacob, DJ Wu, G Farina, A Lerer, H Hu, A Bakhtin, J Andreas, N Brown
International Conference on Machine Learning (ICML) - 2022, 9695-9728, 2022
122022
Multitasking Inhibits Semantic Drift
AP Jacob, M Lewis, J Andreas
2021 Annual Conference of the North American Chapter of the Association for …, 2021
62021
Mastering the Game of No-Press Diplomacy via Human-Regularized Reinforcement Learning and Planning
A Bakhtin, DJ Wu, A Lerer, J Gray, AP Jacob, G Farina, AH Miller, ...
arXiv preprint arXiv:2210.05492, 2022
12022
Human-level play in the game of Diplomacy by combining language models with strategic reasoning
Meta Fundamental AI Research Diplomacy Team (FAIR)†, A Bakhtin, ...
Science, eade9097, 2022
2022
AutoReply: Detecting Nonsense in Dialogue Introspectively with Discriminative Replies
W Shi, E Dinan, A Renduchintala, D Fried, AP Jacob, Z Yu, M Lewis
arXiv preprint arXiv:2211.12615, 2022
2022
Learning Effective and Human-like Policies for Strategic, Multi-Agent Games
AP Jacob
Massachusetts Institute of Technology, 2022
2022
Boundary-seeking GANs: A new method for adversarial generation of discrete data
D Hjelm, AP Jacob
https://www.microsoft.com/en-us/research/blog/boundary-seeking-gans-new …, 2018
2018
Joint Training in Generative Adversarial Networks
DR Hjelm, AP Jacob, Y Bengio
International Conference on Machine Learning(ICML) - 2017 Workshop on …, 2017
2017
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Articles 1–12