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Coresets for Robust Training of Neural Networks against Noisy Labels

Nov 15, 2020
Baharan Mirzasoleiman, Kaidi Cao, Jure Leskovec

* Advances in Neural Information Processing Systems 2020 

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Concept Learners for Generalizable Few-Shot Learning

Jul 14, 2020
Kaidi Cao, Maria Brbic, Jure Leskovec


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Heteroskedastic and Imbalanced Deep Learning with Adaptive Regularization

Jun 29, 2020
Kaidi Cao, Yining Chen, Junwei Lu, Nikos Arechiga, Adrien Gaidon, Tengyu Ma


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Learning Temporal Action Proposals With Fewer Labels

Oct 03, 2019
Jingwei Ji, Kaidi Cao, Juan Carlos Niebles


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Delving Deep Into Hybrid Annotations for 3D Human Recovery in the Wild

Aug 20, 2019
Yu Rong, Ziwei Liu, Cheng Li, Kaidi Cao, Chen Change Loy

* To appear in ICCV 2019. Code and models are available at https://penincillin.github.io/dct_iccv2019 

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Few-Shot Video Classification via Temporal Alignment

Jun 27, 2019
Kaidi Cao, Jingwei Ji, Zhangjie Cao, Chien-Yi Chang, Juan Carlos Niebles


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Learning Imbalanced Datasets with Label-Distribution-Aware Margin Loss

Jun 18, 2019
Kaidi Cao, Colin Wei, Adrien Gaidon, Nikos Arechiga, Tengyu Ma


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Disentangling Content and Style via Unsupervised Geometry Distillation

May 11, 2019
Wayne Wu, Kaidi Cao, Cheng Li, Chen Qian, Chen Change Loy

* Accepted to ICLR 2019 Workshop 

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TransGaGa: Geometry-Aware Unsupervised Image-to-Image Translation

Apr 21, 2019
Wayne Wu, Kaidi Cao, Cheng Li, Chen Qian, Chen Change Loy

* Accepted to CVPR 2019. Project page: https://wywu.github.io/projects/TGaGa/TGaGa.html 

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CariGANs: Unpaired Photo-to-Caricature Translation

Nov 02, 2018
Kaidi Cao, Jing Liao, Lu Yuan

* ACM Transactions on Graphics, Vol. 37, No. 6, Article 244. Publication date: November 2018 
* To appear at SIGGRAPH Asia 2018 

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Pose-Robust Face Recognition via Deep Residual Equivariant Mapping

Mar 02, 2018
Kaidi Cao, Yu Rong, Cheng Li, Xiaoou Tang, Chen Change Loy

* Accepted to CVPR2018 

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Merge or Not? Learning to Group Faces via Imitation Learning

Jul 13, 2017
Yue He, Kaidi Cao, Cheng Li, Chen Change Loy


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