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Adam Paszke
Adam Paszke
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students.mimuw.edu.pl의 이메일 확인됨 - 홈페이지
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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, ...
NeurIPS '19: Proceedings of the 33rd International Conference on Neural …, 2019
46167*2019
ENet: A Deep Neural Network Architecture for Real-Time Semantic Segmentation
A Paszke, A Chaurasia, S Kim, E Culurciello
arXiv preprint arXiv:1606.02147, 2016
22992016
JAX: composable transformations of Python+NumPy programs
J Bradbury, R Frostig, P Hawkins, MJ Johnson, C Leary, D Maclaurin, ...
http://github.com/google/jax, 2018
17132018
An Analysis of Deep Neural Network Models for Practical Applications
A Canziani, A Paszke, E Culurciello
arXiv preprint arXiv:1605.07678, 2016
14732016
PyTorch Distributed: Experiences on Accelerating Data Parallel Training
S Li, Y Zhao, R Varma, O Salpekar, P Noordhuis, T Li, A Paszke, J Smith, ...
Proceedings of the VLDB Endowment 13 (12), 3005-3018, 2020
3222020
Evaluation of neural network architectures for embedded systems
A Canziani, E Culurciello, A Paszke
2017 IEEE international symposium on Circuits and systems (ISCAS), 1-4, 2017
412017
Getting to the Point. Index Sets and Parallelism-Preserving Autodiff for Pointful Array Programming
A Paszke, D Johnson, D Duvenaud, D Vytiniotis, A Radul, M Johnson, ...
Proc. ACM Program. Lang. 5 (ICFP), 2021
342021
PyTorch: An imperative style, high-performance deep learning library.(NeurIPS)(2019)
A Paszke, S Gross, F Massa, A Lerer, J Bradbury, G Chanan, T Killeen, ...
301912
Decomposing reverse-mode automatic differentiation
R Frostig, MJ Johnson, D Maclaurin, A Paszke, A Radul
LAFI 2021, 2021
102021
You Only Linearize Once: Tangents Transpose to Gradients
A Radul, A Paszke, R Frostig, MJ Johnson, D Maclaurin
Proceedings of the ACM on Programming Languages 7 (POPL), 1246-1274, 2023
92023
Automap: Towards Ergonomic Automated Parallelism for ML Models
M Schaarschmidt, D Grewe, D Vytiniotis, A Paszke, GS Schmid, T Norman, ...
ML for Systems (NeurIPS 2021), 2021
72021
VC Density of Set Systems Definable in Tree-Like Graphs
A Paszke, M Pilipczuk
45th International Symposium on Mathematical Foundations of Computer Science …, 2020
52020
Memory-efficient array redistribution through portable collective communication
NA Rink, A Paszke, D Vytiniotis, GS Schmid
arXiv preprint arXiv:2112.01075, 2021
42021
Parallelism-preserving automatic differentiation for second-order array languages
A Paszke, MJ Johnson, R Frostig, D Maclaurin
Proceedings of the 9th ACM SIGPLAN International Workshop on Functional High …, 2021
42021
Parallel Algebraic Effect Handlers
N Xie, DD Johnson, D Maclaurin, A Paszke
PEPM 2022, 2021
12021
Tensors Fitting Perfectly
A Paszke, B Saeta
arXiv preprint arXiv:2102.13254, 2021
12021
Infix-Extensible Record Types for Tabular Data
A Paszke, N Xie
Proceedings of the 8th ACM SIGPLAN International Workshop on Type-Driven …, 2023
2023
The Foil: Capture-Avoiding Substitution With No Sharp Edges
D Maclaurin, A Radul, A Paszke
Proceedings of the 34th Symposium on Implementation and Application of …, 2022
2022
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