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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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Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering
Michaël Defferrard, Xavier Bresson, +1
arXiv (Cornell University)
|
2016
|
1,701 citations
Asynchronous Methods for Deep Reinforcement Learning
Volodymyr Mnih, Adrià Puigdomènech Badia, +6
arXiv (Cornell University)
|
2016
|
1,690 citations
ViLBERT: Pretraining Task-Agnostic Visiolinguistic Representations for Vision-and-Language Tasks
Jiasen Lu, Dhruv Batra, +2
arXiv (Cornell University)
|
2019
|
1,673 citations
Static Analysis of Shape in TensorFlow Programs
The Theano Development Team, Al-Rfou, Rami, +111
arXiv (Cornell University)
|
2016
|
1,671 citations
Unsupervised Learning of Video Representations using LSTMs
Nitish Srivastava, Elman Mansimov, +1
arXiv (Cornell University)
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2015
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1,663 citations
Deep Generative Image Models using a Laplacian Pyramid of Adversarial Networks
Emily Denton, Soumith Chintala, +2
arXiv (Cornell University)
|
2015
|
1,657 citations
Federated Optimization: Distributed Machine Learning for On-Device Intelligence
Jakub Konečný, H. Brendan McMahan, +2
arXiv (Cornell University)
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2016
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1,652 citations
Learning Face Representation from Scratch
Yi Dong, Zhen Lei, +2
arXiv (Cornell University)
|
2014
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1,651 citations
DSSD : Deconvolutional Single Shot Detector
Cheng-Yang Fu, Wei Liu, +3
arXiv (Cornell University)
|
2017
|
1,636 citations
Microsoft COCO Captions: Data Collection and Evaluation Server
Xinlei Chen, Hao Fang, +5
arXiv (Cornell University)
|
2015
|
1,628 citations
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