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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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Certified Adversarial Robustness via Randomized Smoothing
Jeremy M. Cohen, Elan Rosenfeld, +1
arXiv (Cornell University)
|
2019
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620 citations
FractalNet: Ultra-Deep Neural Networks without Residuals
Gustav Larsson, Michael Maire, +1
arXiv (Cornell University)
|
2016
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618 citations
AraBERT: Transformer-based Model for Arabic Language Understanding
Wissam Antoun, Fady Baly, +1
arXiv (Cornell University)
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2020
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617 citations
Tune: A Research Platform for Distributed Model Selection and Training
Richard Liaw, Eric Liang, +4
arXiv (Cornell University)
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2018
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615 citations
Bayesian Convolutional Neural Networks with Bernoulli Approximate Variational Inference
Yarin Gal, Zoubin Ghahramani
arXiv (Cornell University)
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2015
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614 citations
How NOT To Evaluate Your Dialogue System: An Empirical Study of Unsupervised Evaluation Metrics for Dialogue Response Generation
Chia‐Wei Liu, Ryan Lowe, +4
arXiv (Cornell University)
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2016
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614 citations
CutMix: Regularization Strategy to Train Strong Classifiers with Localizable Features
Sangdoo Yun, Dongyoon Han, +4
arXiv (Cornell University)
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2019
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613 citations
The Open Images Dataset V4: Unified image classification, object detection, and visual relationship detection at scale
Alina Kuznetsova, Hassan Rom, +10
arXiv (Cornell University)
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2018
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613 citations
Challenging Common Assumptions in the Unsupervised Learning of Disentangled Representations
Francesco Locatello, Stefan Bauer, +5
arXiv (Cornell University)
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2018
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612 citations
ClinicalBERT: Modeling Clinical Notes and Predicting Hospital Readmission
Kexin Huang, Jaan Altosaar, +1
arXiv (Cornell University)
|
2019
|
612 citations
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