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Zhihui Zhu

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On the Optimization Landscape of Neural Collapse under MSE Loss: Global Optimality with Unconstrained Features

Mar 12, 2022
Jinxin Zhou, Xiao Li, Tianyu Ding, Chong You, Qing Qu, Zhihui Zhu

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Robust Training under Label Noise by Over-parameterization

Feb 28, 2022
Sheng Liu, Zhihui Zhu, Qing Qu, Chong You

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Rank Overspecified Robust Matrix Recovery: Subgradient Method and Exact Recovery

Sep 23, 2021
Lijun Ding, Liwei Jiang, Yudong Chen, Qing Qu, Zhihui Zhu

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Only Train Once: A One-Shot Neural Network Training And Pruning Framework

Jul 15, 2021
Tianyi Chen, Bo Ji, Tianyu Ding, Biyi Fang, Guanyi Wang, Zhihui Zhu, Luming Liang, Yixin Shi, Sheng Yi, Xiao Tu

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A Geometric Analysis of Neural Collapse with Unconstrained Features

May 06, 2021
Zhihui Zhu, Tianyu Ding, Jinxin Zhou, Xiao Li, Chong You, Jeremias Sulam, Qing Qu

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CDFI: Compression-Driven Network Design for Frame Interpolation

Mar 28, 2021
Tianyu Ding, Luming Liang, Zhihui Zhu, Ilya Zharkov

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Convolutional Normalization: Improving Deep Convolutional Network Robustness and Training

Mar 01, 2021
Sheng Liu, Xiao Li, Yuexiang Zhai, Chong You, Zhihui Zhu, Carlos Fernandez-Granda, Qing Qu

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Robust Recovery via Implicit Bias of Discrepant Learning Rates for Double Over-parameterization

Jun 16, 2020
Chong You, Zhihui Zhu, Qing Qu, Yi Ma

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Recovery and Generalization in Over-Realized Dictionary Learning

Jun 11, 2020
Jeremias Sulam, Chong You, Zhihui Zhu

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