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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
The Secret Sharer: Evaluating and Testing Unintended Memorization in Neural Networks
Nicholas Carlini, Chang Liu, +3
arXiv (Cornell University)
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2018
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504 citations
MPNet: Masked and Permuted Pre-training for Language Understanding
Kaitao Song, Xu Tan, +3
arXiv (Cornell University)
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2020
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503 citations
On Evaluation of Embodied Navigation Agents
Peter Anderson, Anne Lynn S. Chang, +9
arXiv (Cornell University)
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2018
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503 citations
A simple neural network module for relational reasoning
Adam Santoro, David Raposo, +5
arXiv (Cornell University)
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2017
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501 citations
RL$^2$: Fast Reinforcement Learning via Slow Reinforcement Learning
Yan Duan, John Schulman, +4
arXiv (Cornell University)
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2016
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501 citations
TransMIL: Transformer based Correlated Multiple Instance Learning for Whole Slide Image Classification
Zhuchen Shao, Hao Bian, +5
arXiv (Cornell University)
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2021
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501 citations
Generalized power method for sparse principal component analysis
Michel Journée, Yurii Nesterov, +2
arXiv (Cornell University)
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2008
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500 citations
Multi-Task Learning Using Uncertainty to Weigh Losses for Scene Geometry and Semantics
Alex Kendall, Yarin Gal, +1
arXiv (Cornell University)
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2017
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500 citations
DivideMix: Learning with Noisy Labels as Semi-supervised Learning
Junnan Li, Richard Socher, +1
arXiv (Cornell University)
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2020
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499 citations
Deep Unsupervised Clustering with Gaussian Mixture Variational Autoencoders
Nat Dilokthanakul, Pedro A. M. Mediano, +5
arXiv (Cornell University)
|
2016
|
498 citations
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