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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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Focal Loss for Dense Object Detection
Tsung-Yi Lin, Priya Goyal, +3
arXiv (Cornell University)
|
2017
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1,337 citations
OverFeat: Integrated Recognition, Localization and Detection using Convolutional Networks
Pierre Sermanet, David Eigen, +4
arXiv (Cornell University)
|
2013
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1,333 citations
CatBoost: gradient boosting with categorical features support
Anna Veronika Dorogush, Vasily Ershov, +1
arXiv (Cornell University)
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2018
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1,325 citations
NIPS 2016 Tutorial: Generative Adversarial Networks
Ian Goodfellow
arXiv (Cornell University)
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2016
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1,321 citations
Unifying Visual-Semantic Embeddings with Multimodal Neural Language Models
Ryan Kiros, Ruslan Salakhutdinov, +1
arXiv (Cornell University)
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2014
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1,320 citations
The Lottery Ticket Hypothesis: Finding Sparse, Trainable Neural Networks
Jonathan Frankle, Michael Carbin
arXiv (Cornell University)
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2018
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1,319 citations
Supervised Topic Models
David M. Blei, Jon McAuliffe
arXiv (Cornell University)
|
2010
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1,316 citations
Ward's Hierarchical Clustering Method: Clustering Criterion and Agglomerative Algorithm
Fionn Murtagh, Pierre Legendre
arXiv (Cornell University)
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2011
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1,316 citations
Autoformer: Decomposition Transformers with Auto-Correlation for Long-Term Series Forecasting
Haixu Wu, Jiehui Xu, +2
arXiv (Cornell University)
|
2021
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1,311 citations
Is Space-Time Attention All You Need for Video Understanding?
Gedas Bertasius, Heng Wang, +1
arXiv (Cornell University)
|
2021
|
1,309 citations
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