AD
Alban Desmaison
cs.LGstat.MLcs.CVcs.AIcs.DCcs.IRcs.LOcs.MScs.NAcs.PF
On Valency
published · living versionsW_p6qsgd29·v1 · currentpublished
PyTorch: An Imperative Style, High-Performance Deep Learning Library
with Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer +16
1 version
Preprints & journals
15 papers in the corpus · 2016–2023Evaluating and Enhancing Robustness of Deep Recommendation Systems Against Hardware Errors2307.10244v1 · Dongning Ma, Xun Jiao, Fred Lin et al.2023 · 1 citationarXiv
PyTorch FSDP: Experiences on Scaling Fully Sharded Data Parallel2304.11277v2 · Yanli Zhao, Andrew Gu, Rohan Varma et al.2023 · 225 citationsarXiv
Fast and Green Computing with Graphics Processing Units for solving Sparse Linear Systems2112.10823v1 · Abal-Kassim Cheik Ahamed, Alban Desmaison, Frederic Magoules2021 · 3 citationsarXiv
Improved Branch and Bound for Neural Network Verification via Lagrangian Decomposition2104.06718v1 · Alessandro De Palma, Rudy Bunel, Alban Desmaison et al.2021 · 22 citationsarXiv
Lagrangian Decomposition for Neural Network Verification2002.10410v3 · Rudy Bunel, Alessandro De Palma, Alban Desmaison et al.2020 · 17 citationsarXiv
PyTorch: An Imperative Style, High-Performance Deep Learning Library1912.01703v1 · Adam Paszke, Sam Gross, Francisco Massa et al.2019 · 31,494 citationsarXivon Valency
Efficient Relaxations for Dense CRFs with Sparse Higher Order Potentials1805.09028v2 · Thomas Joy, Alban Desmaison, Thalaiyasingam Ajanthan et al.2018 · 10 citationsarXiv
Learning Disentangled Representations with Semi-Supervised Deep Generative Models1706.00400v2 · N. Siddharth, Brooks Paige, Jan-Willem van de Meent et al.2017 · 167 citationsarXiv
Learning to superoptimize programs - Workshop Version1612.01094v1 · Rudy Bunel, Alban Desmaison, M. Pawan Kumar et al.2016 · 1 citationarXiv
Playing Doom with SLAM-Augmented Deep Reinforcement Learning1612.00380v1 · Shehroze Bhatti, Alban Desmaison, Ondrej Miksik et al.2016 · 44 citationsarXiv
Efficient Linear Programming for Dense CRFs1611.09718v2 · Thalaiyasingam Ajanthan, Alban Desmaison, Rudy Bunel et al.2016 · 11 citationsarXiv
Inducing Interpretable Representations with Variational Autoencoders1611.07492v1 · N. Siddharth, Brooks Paige, Alban Desmaison et al.2016 · 6 citationsarXiv
Learning to superoptimize programs1611.01787v3 · Rudy Bunel, Alban Desmaison, M. Pawan Kumar et al.2016 · 19 citationsarXiv
Efficient Continuous Relaxations for Dense CRF1608.06192v1 · Alban Desmaison, Rudy Bunel, Pushmeet Kohli et al.2016 · 18 citationsarXiv
Adaptive Neural Compilation1605.07969v2 · Rudy Bunel, Alban Desmaison, Pushmeet Kohli et al.2016 · 27 citationsarXiv
Career total: 22 works. 15 are in this corpus.
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