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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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9999+ results
Successive Convexification: A Superlinearly Convergent Algorithm for Non-convex Optimal Control Problems
Yuanqi Mao, Michael Szmuk, +2
arXiv (Cornell University)
|
2018
|
99 citations
Switching Convolutional Neural Network for Crowd Counting
Deepak Babu Sam, Shiv Surya, +1
ePrints-IISc. (Indian Institute of Science Bangalore)
|
2017
|
99 citations
Ten Years of Pedestrian Detection, What Have We Learned?
Rodrigo Benenson, Mohamed Omran, +2
arXiv (Cornell University)
|
2014
|
99 citations
The Author-Topic Model for Authors and Documents
Michal Rosen‐Zvi, Thomas L. Griffiths, +2
arXiv (Cornell University)
|
2012
|
99 citations
The Tsetlin Machine -- A Game Theoretic Bandit Driven Approach to Optimal Pattern Recognition with Propositional Logic
Ole‐Christoffer Granmo
arXiv (Cornell University)
|
2018
|
99 citations
Torchreid: A Library for Deep Learning Person Re-Identification in Pytorch
Kaiyang Zhou, Tao Xiang
arXiv (Cornell University)
|
2019
|
99 citations
Towards Theoretically Understanding Why SGD Generalizes Better Than ADAM in Deep Learning
Pan Zhou, Jiashi Feng, +4
arXiv (Cornell University)
|
2020
|
99 citations
Variational Gaussian Process State-Space Models
Roger Frigola, Yutian Chen, +1
arXiv (Cornell University)
|
2014
|
99 citations
Variational Information Maximisation for Intrinsically Motivated Reinforcement Learning
Shakir Mohamed, Danilo Jimenez Rezende
arXiv (Cornell University)
|
2015
|
99 citations
Virtual-to-real Deep Reinforcement Learning: Continuous Control of Mobile Robots for Mapless Navigation
Lei Tai, Giuseppe Paolo, +1
arXiv (Cornell University)
|
2017
|
99 citations
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