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Online Distillation with Mixed Sample Augmentation


Jun 24, 2022
Yiqing Shen, Liwu Xu, Yuzhe Yang, Yaqian Li, Yandong Guo

* 5 pages 

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Personalized Image Aesthetics Assessment with Rich Attributes


Mar 31, 2022
Yuzhe Yang, Liwu Xu, Leida Li, Nan Qie, Yaqian Li, Peng Zhang, Yandong Guo

* Accepted to CVPR2022 

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Self-Distillation from the Last Mini-Batch for Consistency Regularization


Mar 30, 2022
Yiqing Shen, Liwu Xu, Yuzhe Yang, Yaqian Li, Yandong Guo

* 10 pages 

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On Multi-Domain Long-Tailed Recognition, Generalization and Beyond


Mar 17, 2022
Yuzhe Yang, Hao Wang, Dina Katabi

* Code and data are available at https://github.com/YyzHarry/multi-domain-imbalance 

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Domain Adaptation with Factorizable Joint Shift


Mar 06, 2022
Hao He, Yuzhe Yang, Hao Wang

* 6 pages, 5 figures, ICML 2021 Workshop 

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Targeted Supervised Contrastive Learning for Long-Tailed Recognition


Nov 27, 2021
Tianhong Li, Peng Cao, Yuan Yuan, Lijie Fan, Yuzhe Yang, Rogerio Feris, Piotr Indyk, Dina Katabi

* The first two authors contributed equally to this paper 

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Delving into Deep Imbalanced Regression


Feb 18, 2021
Yuzhe Yang, Kaiwen Zha, Ying-Cong Chen, Hao Wang, Dina Katabi

* Code and data are available at https://github.com/YyzHarry/imbalanced-regression 

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Rethinking the Value of Labels for Improving Class-Imbalanced Learning


Jun 13, 2020
Yuzhe Yang, Zhi Xu


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Sample Efficient Reinforcement Learning via Low-Rank Matrix Estimation


Jun 11, 2020
Devavrat Shah, Dogyoon Song, Zhi Xu, Yuzhe Yang


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When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks


Nov 26, 2019
Minghao Guo, Yuzhe Yang, Rui Xu, Ziwei Liu

* First two authors contributed equally 

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