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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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Hands Deep in Deep Learning for Hand Pose Estimation
Markus Oberweger, Paul Wohlhart, +1
arXiv (Cornell University)
|
2015
|
322 citations
Pay Less Attention with Lightweight and Dynamic Convolutions
Felix Wu, Angela Fan, +3
arXiv (Cornell University)
|
2019
|
322 citations
A Generalization of Transformer Networks to Graphs
Vijay Prakash Dwivedi, Xavier Bresson
arXiv (Cornell University)
|
2020
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321 citations
Breaking the Curse of Dimensionality with Convex Neural Networks
Francis Bach
arXiv (Cornell University)
|
2014
|
321 citations
Coordinate Attention for Efficient Mobile Network Design
Qibin Hou, Daquan Zhou, +1
arXiv (Cornell University)
|
2021
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321 citations
Invariant Risk Minimization
Martín Arjovsky, Léon Bottou, +2
arXiv (Cornell University)
|
2019
|
321 citations
ReMixMatch: Semi-Supervised Learning with Distribution Alignment and Augmentation Anchoring
David Berthelot, Nicholas Carlini, +5
arXiv (Cornell University)
|
2019
|
321 citations
Adversarial Perturbations Against Deep Neural Networks for Malware Classification
Kathrin Grosse, Nicolas Papernot, +3
arXiv (Cornell University)
|
2016
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320 citations
Class-balanced Grouping and Sampling for Point Cloud 3D Object Detection
Benjin Zhu, Zhengkai Jiang, +3
arXiv (Cornell University)
|
2019
|
320 citations
FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models
Will Grathwohl, Ricky T. Q. Chen, +3
arXiv (Cornell University)
|
2018
|
320 citations
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