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Computer Science 论文解读
Computer Science 领域重要论文的 AI 解读列表，按研究动机、方法与结果结构化呈现。
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Nonuniform Dynamic Discretization in Hybrid Networks
Alexander V. Kozlov, Daphne Koller
arXiv (Cornell University)
|
2013
|
138 citations
One-Shot Federated Learning
Neel Guha, Ameet Talwalkar, +1
arXiv (Cornell University)
|
2019
|
138 citations
Probabilistic Evaluation of Sequential Plans from Causal Models with Hidden Variables
Judea Pearl, James M. Robins
arXiv (Cornell University)
|
2013
|
138 citations
Pyramidal Convolution: Rethinking Convolutional Neural Networks for Visual Recognition
Ionuţ Cosmin Duţă, Li Liu, +2
arXiv (Cornell University)
|
2020
|
138 citations
Shannon Information and Kolmogorov Complexity
Peter Grünwald, Paul Vitányi
arXiv (Cornell University)
|
2004
|
138 citations
Solving Inverse Problems in Medical Imaging with Score-Based Generative Models
Yang Song, Liyue Shen, +2
arXiv (Cornell University)
|
2021
|
138 citations
TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing
Augustus Odena, Ian Goodfellow
arXiv (Cornell University)
|
2018
|
138 citations
The Community Authorization Service: Status and Future
Laura Pearlman, Von Welch, +3
ArXiv.org
|
2003
|
138 citations
Which Neural Net Architectures Give Rise To Exploding and Vanishing Gradients?
Boris Hanin
arXiv (Cornell University)
|
2018
|
138 citations
A Description Logic Primer
Markus Krötzsch, Simancik, Frantisek, +1
arXiv (Cornell University)
|
2012
|
137 citations
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