AP
Adam Paszke
cs.LGcs.PLcs.DCcs.AIcs.CLcs.CVcs.DMcs.FLcs.LOcs.MS
On Valency
published · living versionsW_p6qsgd29·v1 · currentpublished
PyTorch: An Imperative Style, High-Performance Deep Learning Library
with Sam Gross, Francisco Massa, Adam Lerer, James Bradbury +16
1 version
W_u2dfs7sd·v1published
Preprints & journals
17 papers in the corpus · 2016–2024RecurrentGemma: Moving Past Transformers for Efficient Open Language Models2404.07839v2 · Aleksandar Botev, Soham De, Samuel L Smith et al.2024 · 5 citationsarXiv
Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context2403.05530v5 · Gemini Team Google: Petko Georgiev, Ving Ian Lei, Ryan Burnell et al.2024 · 302 citationsarXiv
PartIR: Composing SPMD Partitioning Strategies for Machine Learning2401.11202v4 · Sami Alabed, Daniel Belov, Bart Chrzaszcz et al.2024 · 4 citationsASPLOS 2025: Proceedings of the 30th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Volume 1, Pages 794 - 810
Gemini: A Family of Highly Capable Multimodal Models2312.11805v5 · Gemini Team Google: Rohan Anil, Sebastian Borgeaud, Jean-Baptiste Alayrac et al.2023 · 988 citationsarXiv
The Foil: Capture-Avoiding Substitution With No Sharp Edges2210.04729v1 · Dougal Maclaurin, Alexey Radul, Adam Paszke2022 · 3 citationsarXiv
You Only Linearize Once: Tangents Transpose to Gradients2204.10923v2 · Alexey Radul, Adam Paszke, Roy Frostig et al.2022 · 13 citationsarXiv
Automap: Towards Ergonomic Automated Parallelism for ML Models2112.02958v1 · Michael Schaarschmidt, Dominik Grewe, Dimitrios Vytiniotis et al.2021 · 5 citationsarXiv
Memory-efficient array redistribution through portable collective communication2112.01075v2 · Norman A. Rink, Adam Paszke, Dimitrios Vytiniotis et al.2021 · 3 citationsarXiv
Parallel Algebraic Effect Handlers2110.07493v1 · Ningning Xie, Daniel D. Johnson, Dougal Maclaurin et al.2021 · 0 citationsarXiv
Decomposing reverse-mode automatic differentiation2105.09469v1 · Roy Frostig, Matthew J. Johnson, Dougal Maclaurin et al.2021 · 3 citationsarXiv
Getting to the Point. Index Sets and Parallelism-Preserving Autodiff for Pointful Array Programming2104.05372v1 · Adam Paszke, Daniel Johnson, David Duvenaud et al.2021 · 40 citationsarXiv
Tensors Fitting Perfectly2102.13254v1 · Adam Paszke, Brennan Saeta2021 · 0 citationsarXiv
PyTorch Distributed: Experiences on Accelerating Data Parallel Training2006.15704v1 · Shen Li, Yanli Zhao, Rohan Varma et al.2020 · 113 citationsarXiv
VC density of set systems defnable in tree-like graphs2003.14177v1 · Adam Paszke, MichałPilipczuk2020 · 0 citationsarXiv
PyTorch: An Imperative Style, High-Performance Deep Learning Library1912.01703v1 · Adam Paszke, Sam Gross, Francisco Massa et al.2019 · 31,494 citationsarXivon Valency
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation1606.02147v1 · Adam Paszke, Abhishek Chaurasia, Sangpil Kim et al.2016 · 1,826 citationsarXiv
An Analysis of Deep Neural Network Models for Practical Applications1605.07678v4 · Alfredo Canziani, Adam Paszke, Eugenio Culurciello2016 · 969 citationsarXivon Valency
Career total: 26 works. 17 are in this corpus.
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