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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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Pelee: A Real-Time Object Detection System on Mobile Devices
Robert J. Wang, Xiang Li, +1
arXiv (Cornell University)
|
2018
|
101 citations
Practical Black-Box Attacks against Machine Learning
Nicolas Papernot, Patrick McDaniel, +4
arXiv (Cornell University)
|
2016
|
101 citations
Pre-training Tasks for Embedding-based Large-scale Retrieval
Wei-Cheng Chang
arXiv (Cornell University)
|
2020
|
101 citations
Preserving Causal Constraints in Counterfactual Explanations for Machine Learning Classifiers
Divyat Mahajan, Chenhao Tan, +1
arXiv (Cornell University)
|
2019
|
101 citations
Ristretto: Hardware-Oriented Approximation of Convolutional Neural Networks
Philipp Gysel
arXiv (Cornell University)
|
2016
|
101 citations
Root Mean Square Layer Normalization
Biao Zhang, Rico Sennrich
arXiv (Cornell University)
|
2019
|
101 citations
Shallow-Deep Networks: Understanding and Mitigating Network Overthinking
Yiğitcan Kaya, Sanghyun Hong, +1
arXiv (Cornell University)
|
2018
|
101 citations
Structured Attention Networks
Yoon Kim, Carl Denton, +2
arXiv (Cornell University)
|
2017
|
101 citations
Towards Image Understanding from Deep Compression without Decoding
Robert Torfason, Fabian Mentzer, +4
arXiv (Cornell University)
|
2018
|
101 citations
TransFuse: Fusing Transformers and CNNs for Medical Image Segmentation
Yundong Zhang, Huiye Liu, +1
arXiv (Cornell University)
|
2021
|
101 citations
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