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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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Unsupervised Data Augmentation for Consistency Training
Qizhe Xie, Zihang Dai, +3
arXiv (Cornell University)
|
2019
|
1,618 citations
Cross-lingual Language Model Pretraining
Guillaume Lample, Alexis Conneau
arXiv (Cornell University)
|
2019
|
1,617 citations
A Baseline for Detecting Misclassified and Out-of-Distribution Examples in Neural Networks
Dan Hendrycks, Kevin Gimpel
arXiv (Cornell University)
|
2016
|
1,615 citations
Proceedings of the 29th International Conference on Machine Learning (ICML-12)
John Langford, Joëlle Pineau
arXiv (Cornell University)
|
2012
|
1,613 citations
NetVLAD: CNN architecture for weakly supervised place recognition
Relja Arandjelović, Petr Gronát, +3
arXiv (Cornell University)
|
2015
|
1,598 citations
Thumbs Up or Thumbs Down? Semantic Orientation Applied to Unsupervised Classification of Reviews
Peter D. Turney
ArXiv.org
|
2002
|
1,580 citations
Introduction to the CoNLL-2002 Shared Task: Language-Independent Named Entity Recognition
Erik F. Tjong Kim Sang
ArXiv.org
|
2002
|
1,575 citations
Multi-Scale Context Aggregation by Dilated Convolutions
Fisher Yu, Vladlen Koltun
arXiv (Cornell University)
|
2015
|
1,572 citations
Learning a Probabilistic Latent Space of Object Shapes via 3D Generative-Adversarial Modeling
Jiajun Wu, Chengkai Zhang, +3
arXiv (Cornell University)
|
2016
|
1,562 citations
Imbalanced-learn: A Python Toolbox to Tackle the Curse of Imbalanced Datasets in Machine Learning
Guillaume Lemaître, Fernando Nogueira, +1
arXiv (Cornell University)
|
2016
|
1,560 citations
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