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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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Publicly Available Clinical BERT Embeddings
Emily Alsentzer, John R. Murphy, +5
arXiv (Cornell University)
|
2019
|
720 citations
Towards AI-Complete Question Answering: A Set of Prerequisite Toy Tasks
Jason Weston, Antoine Bordes, +5
arXiv (Cornell University)
|
2015
|
720 citations
The Loss Surfaces of Multilayer Networks
Anna Choromanska, Mikael Henaff, +3
arXiv (Cornell University)
|
2014
|
716 citations
Deep Graph Library: A Graph-Centric, Highly-Performant Package for Graph Neural Networks
Minjie Wang, Da Zheng, +13
arXiv (Cornell University)
|
2019
|
713 citations
Inverted Residuals and Linear Bottlenecks: Mobile Networks for Classification, Detection and Segmentation
Andrew Howard, Andrey Zhmoginov, +3
arXiv (Cornell University)
|
2018
|
712 citations
Provable defenses against adversarial examples via the convex outer adversarial polytope
Eric Wong, J. Zico Kolter
arXiv (Cornell University)
|
2017
|
712 citations
Object Detectors Emerge in Deep Scene CNNs
Bolei Zhou, Aditya Khosla, +3
arXiv (Cornell University)
|
2014
|
711 citations
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
Liang-Chieh Chen, George Papandreou, +3
arXiv (Cornell University)
|
2016
|
710 citations
LaMDA: Language Models for Dialog Applications
Romal Thoppilan, Daniel De Freitas, +58
arXiv (Cornell University)
|
2022
|
705 citations
Predicting Parameters in Deep Learning
Misha Denil, Babak Shakibi, +3
arXiv (Cornell University)
|
2013
|
704 citations
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