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Sam Gross
Sam Gross
Facebook AI Research
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Pytorch: An imperative style, high-performance deep learning library
A Paszke, S Gross, F Massa, A Lerer, J Bradbury, G Chanan, T Killeen, ...
Advances in neural information processing systems 32, 2019
552292019
Automatic differentiation in pytorch
A Paszke, S Gross, S Chintala, G Chanan, E Yang, Z DeVito, Z Lin, ...
158602017
fairseq: A fast, extensible toolkit for sequence modeling
M Ott, S Edunov, A Baevski, A Fan, S Gross, N Ng, D Grangier, M Auli
arXiv preprint arXiv:1904.01038, 2019
33362019
Learning physical intuition of block towers by example
A Lerer, S Gross, R Fergus
International conference on machine learning, 430-438, 2016
3642016
Pytorch: An imperative style, high-performance deep learning library. arXiv 2019
A Paszke, S Gross, F Massa, A Lerer, J Bradbury, G Chanan, T Killeen, ...
arXiv preprint arXiv:1912.01703 10, 1912
3201912
Deep counterfactual regret minimization
N Brown, A Lerer, S Gross, T Sandholm
International conference on machine learning, 793-802, 2019
2932019
A multipath network for object detection
S Zagoruyko, A Lerer, TY Lin, PO Pinheiro, S Gross, S Chintala, P Dollár
arXiv preprint arXiv:1604.02135, 2016
2862016
Residual energy-based models for text
A Bakhtin, Y Deng, S Gross, M Ott, MA Ranzato, A Szlam
Journal of Machine Learning Research 22 (40), 1-41, 2021
218*2021
Training and investigating residual nets (2016)
S Gross, M Wilber
http://torch.ch/blog/2016/02/04/resnets.html, 2016
207*2016
Semi-supervised learning with context-conditional generative adversarial networks
E Denton, S Gross, R Fergus
arXiv preprint arXiv:1611.06430, 2016
2032016
PyTorch: an imperative style
A Paszke, S Gross, F Massa, A Lerer, J Bradbury, G Chanan, T Killeen, ...
High-Performance Deep Learning Library 12, 2019
1912019
Hard mixtures of experts for large scale weakly supervised vision
S Gross, MA Ranzato, A Szlam
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2017
1172017
Airblue: A system for cross-layer wireless protocol development
MC Ng, KE Fleming, M Vutukuru, S Gross, Arvind, H Balakrishnan
Proceedings of the 6th ACM/IEEE Symposium on Architectures for Networking …, 2010
772010
An imperative style, high-performance deep learning library
A Paszke, S Gross, F Massa, A Lerer, JP Bradbury, G Chanan, T Killeen, ...
Adv. Neural Inf. Process. Syst 32, 8026, 1912
411912
Pytorch: an imperative style, high-performance deep learning library. CoRR abs/1912.01703 (2019)
A Paszke, S Gross, F Massa, A Lerer, J Bradbury, G Chanan, T Killeen, ...
arXiv preprint arXiv:1912.01703, 1912
411912
WiLIS: Architectural modeling of wireless systems
KE Fleming, MC Ng, S Gross
(IEEE ISPASS) IEEE International Symposium on Performance Analysis of …, 2011
92011
Pytorch: An imperative style, high-performance deep learning library, vol. 32
A Paszke, S Gross, F Massa
Curran Associates, Inc, 8024-8035, 0
2
G, Chanan, E
A Paszke, S Gross, S Chintala
Yang, Z. DeVito, Z. Lin, A. Desmaison A, L. Antiga, and A. Lerer,“PyTorch …, 0
2
Hardware implementation of wireless bit rate adaptation
SA Gross
Massachusetts Institute of Technology, 2010
2010
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