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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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9999+ results
Variational Graph Auto-Encoders
Thomas Kipf, Max Welling
arXiv (Cornell University)
|
2016
|
897 citations
DeepID3: Face Recognition with Very Deep Neural Networks
Yi Sun, Ding Liang, +2
arXiv (Cornell University)
|
2015
|
895 citations
Comparative Study of CNN and RNN for Natural Language Processing
Wenpeng Yin, Katharina Kann, +2
arXiv (Cornell University)
|
2017
|
894 citations
Energy-based Generative Adversarial Network
Junbo Zhao, Michaël Mathieu, +1
arXiv (Cornell University)
|
2016
|
893 citations
Decision-Based Adversarial Attacks: Reliable Attacks Against Black-Box Machine Learning Models
Wieland Brendel, Jonas Rauber, +1
arXiv (Cornell University)
|
2017
|
889 citations
Visualizing and Understanding Recurrent Networks
Andrej Karpathy, Justin Johnson, +1
arXiv (Cornell University)
|
2015
|
888 citations
When Does Label Smoothing Help?
Rafael Rios Müller, Simon Kornblith, +1
arXiv (Cornell University)
|
2019
|
884 citations
ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices
Xiangyu Zhang, Xinyu Zhou, +2
arXiv (Cornell University)
|
2017
|
882 citations
GPipe: Efficient Training of Giant Neural Networks using Pipeline Parallelism
Yanping Huang, Youlong Cheng, +9
arXiv (Cornell University)
|
2018
|
881 citations
Conv-Linformer: Boosting Linformer's Performance with Convolution in Small-Scale Settings
Sinong Wang, Belinda Z. Li, +3
arXiv (Cornell University)
|
2020
|
880 citations
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