Aurko Roy
Cited by
Cited by
Adversarial patch
TB Brown, D Mané, A Roy, M Abadi, J Gilmer
Advances in Neural Information Processing Systems (Workshop Track), 2017
Palm 2 technical report
R Anil, AM Dai, O Firat, M Johnson, D Lepikhin, A Passos, S Shakeri, ...
arXiv preprint arXiv:2305.10403, 2023
Gemini: a family of highly capable multimodal models
G Team, R Anil, S Borgeaud, Y Wu, JB Alayrac, J Yu, R Soricut, ...
arXiv preprint arXiv:2312.11805, 2023
Technical report on the cleverhans v2.1.0
N Papernot, F Faghri, A Roy, N Carlini, I Goodfellow, R Feinman, ...
arXiv preprint arXiv:1610.00768, 2018
Thermometer encoding: One hot way to resist adversarial examples
J Buckman, A Roy, C Raffel, I Goodfellow
International Conference on Learning Representations (ICLR), 2018
Efficient content-based sparse attention with routing transformers
A Roy, M Saffar, A Vaswani, D Grangier
Transactions of the Association for Computational Linguistics (TACL) 9, 53-68, 2021
Learning to Remember Rare Events
L Kaiser, O Nachum, A Roy, S Bengio
International Conference on Learning Representations (ICLR), 2017
Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer
D Berthelot, C Raffel, A Roy, I Goodfellow
International Conference on Learning Representations (ICLR), 2019
Fast Decoding in Sequence Models Using Discrete Latent Variables
Ł Kaiser, A Roy, A Vaswani, N Pamar, S Bengio, J Uszkoreit, N Shazeer
International Conference on Machine Learning (ICML), 2390-2399, 2018
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
M Reid, N Savinov, D Teplyashin, D Lepikhin, T Lillicrap, J Alayrac, ...
arXiv preprint arXiv:2403.05530, 2024
Hurdles to Progress in Long-form Question Answering
K Krishna, A Roy, M Iyyer
North American Chapter of the Association for Computational Linguistics (NAACL), 2021
Hierarchical clustering via spreading metrics
A Roy, S Pokutta
Advances in Neural Information Processing Systems (NIPS), 2316-2324, 2016
Theory and experiments on vector quantized autoencoders
A Roy, A Vaswani, A Neelakantan, N Parmar
arXiv preprint arXiv:1805.11063, 2018
Reinforcement learning under model mismatch
A Roy, H Xu, S Pokutta
Advances in Neural Information Processing Systems (NIPS), 3043-3052, 2017
Unsupervised Paraphrasing without Translation
A Roy, D Grangier
Association for Computational Linguistics (ACL) 57, 6033–6039, 2019
Strong reductions for extended formulations
G Braun, S Pokutta, A Roy
Mathematical Programming 172 (1-2), 591-620, 2018
The matching problem has no small symmetric SDP
G Braun, J Brown-Cohen, A Huq, S Pokutta, P Raghavendra, A Roy, ...
ACM-SIAM Symposium on Discrete Algorithms (SODA) 16, 1067-1078, 2017
N-grammer: Augmenting transformers with latent n-grams
A Roy, R Anil, G Lai, B Lee, J Zhao, S Zhang, S Wang, Y Zhang, S Wu, ...
arXiv preprint arXiv:2207.06366, 2022
Progress and Challenges in Long-Form Open-Domain Question Answering
A Roy
LP and SDP extended formulations: lower bounds and approximation algorithms
A Roy
Georgia Institute of Technology, 2017
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