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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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Skip Connections Eliminate Singularities
A. Emin Orhan, Xaq Pitkow
arXiv (Cornell University)
|
2017
|
86 citations
Spatio-Temporal Data Mining: A Survey of Problems and Methods
Gowtham Atluri, Anuj Karpatne, +1
arXiv (Cornell University)
|
2017
|
86 citations
The GTZAN dataset: Its contents, its faults, their effects on evaluation, and its future use
Bob L. Sturm
VBN Forskningsportal (Aalborg Universitet)
|
2013
|
86 citations
The Locality of Distributed Symmetry Breaking
Leonid Barenboim, Michael Elkin, +2
arXiv (Cornell University)
|
2012
|
86 citations
The Parallel Knowledge Gradient Method for Batch Bayesian Optimization
Jian Wu, Peter I. Frazier
arXiv (Cornell University)
|
2016
|
86 citations
Topology-Preserving Deep Image Segmentation
Xiao Hu, Fuxin Li, +2
arXiv (Cornell University)
|
2019
|
86 citations
Towards Automatic Concept-based Explanations
Amirata Ghorbani, James Wexler, +2
arXiv (Cornell University)
|
2019
|
86 citations
Towards Demystifying Membership Inference Attacks
Stacey Truex, Ling Liu, +3
arXiv (Cornell University)
|
2018
|
86 citations
Towards moderate overparameterization: global convergence guarantees for training shallow neural networks
Samet Oymak, Mahdi Soltanolkotabi
arXiv (Cornell University)
|
2019
|
86 citations
Towards the first adversarially robust neural network model on MNIST
Lukas Schott, Jonas Rauber, +2
arXiv (Cornell University)
|
2018
|
86 citations
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