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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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Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations
Eirikur Agustsson, Fabian Mentzer, +5
arXiv (Cornell University)
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2017
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262 citations
DARTS+: Improved Differentiable Architecture Search with Early Stopping
Hanwen Liang, Shifeng Zhang, +5
arXiv (Cornell University)
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2019
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261 citations
Early-Learning Regularization Prevents Memorization of Noisy Labels
Sheng Liu, Jonathan Niles‐Weed, +2
arXiv (Cornell University)
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2020
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261 citations
Fine-Grained Analysis of Optimization and Generalization for Overparameterized Two-Layer Neural Networks
Sanjeev Arora, Simon S. Du, +3
arXiv (Cornell University)
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2019
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261 citations
Mistral 7B
Albert Q. Jiang, Alexandre Sablayrolles, +16
arXiv (Cornell University)
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2023
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261 citations
Non-stationary Transformers: Exploring the Stationarity in Time Series Forecasting
Yong Liu, Haixu Wu, +2
arXiv (Cornell University)
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2022
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261 citations
Protection Against Reconstruction and Its Applications in Private Federated Learning
Abhishek Bhowmick, John C. Duchi, +3
arXiv (Cornell University)
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2018
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261 citations
Semantic Image Synthesis with Spatially-Adaptive Normalization
Taesung Park, Ming-Yu Liu, +2
arXiv (Cornell University)
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2019
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261 citations
TurkerGaze: Crowdsourcing Saliency with Webcam based Eye Tracking
Pingmei Xu, Krista A. Ehinger, +4
arXiv (Cornell University)
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2015
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261 citations
A Review on Generative Adversarial Networks: Algorithms, Theory, and Applications
Jie Gui, Zhenan Sun, +3
arXiv (Cornell University)
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2020
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260 citations
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