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Chuanlong Xie

Provable Contrastive Continual Learning

May 29, 2024
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Enhancing Out-of-Distribution Detection with Multitesting-based Layer-wise Feature Fusion

Mar 16, 2024
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Heavy-Tailed Regularization of Weight Matrices in Deep Neural Networks

Apr 07, 2023
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Fair-CDA: Continuous and Directional Augmentation for Group Fairness

Apr 01, 2023
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Boosting Out-of-Distribution Detection with Multiple Pre-trained Models

Dec 24, 2022
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ZooD: Exploiting Model Zoo for Out-of-Distribution Generalization

Oct 17, 2022
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Boosting Out-of-distribution Detection with Typical Features

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Oct 09, 2022
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MixACM: Mixup-Based Robustness Transfer via Distillation of Activated Channel Maps

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Nov 09, 2021
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NASOA: Towards Faster Task-oriented Online Fine-tuning with a Zoo of Models

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Aug 07, 2021
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Towards a Theoretical Framework of Out-of-Distribution Generalization

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Jun 13, 2021
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