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Iterative Graph Self-Distillation

Oct 23, 2020
Hanlin Zhang, Shuai Lin, Weiyang Liu, Pan Zhou, Jian Tang, Xiaodan Liang, Eric P. Xing


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Orthogonal Over-Parameterized Training

Apr 09, 2020
Weiyang Liu, Rongmei Lin, Zhen Liu, James M. Rehg, Li Xiong, Le Song

* Technical Report 

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Angular Visual Hardness

Jan 04, 2020
Beidi Chen, Weiyang Liu, Animesh Garg, Zhiding Yu, Anshumali Shrivastava, Jan Kautz, Anima Anandkumar

* Tech Report (24 pages) 

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Neural Similarity Learning

Dec 06, 2019
Weiyang Liu, Zhen Liu, James M. Rehg, Le Song

* NeurIPS 2019 (v3) 

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Compressive Hyperspherical Energy Minimization

Jun 12, 2019
Rongmei Lin, Weiyang Liu, Zhen Liu, Chen Feng, Zhiding Yu, James M. Rehg, Li Xiong, Le Song


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Bayesian Meta-network Architecture Learning

Dec 22, 2018
Albert Shaw, Bo Dai, Weiyang Liu, Le Song

* 9 pages, 4 figures 

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Learning towards Minimum Hyperspherical Energy

Oct 27, 2018
Weiyang Liu, Rongmei Lin, Zhen Liu, Lixin Liu, Zhiding Yu, Bo Dai, Le Song

* NIPS 2018 

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Simultaneous Edge Alignment and Learning

Oct 26, 2018
Zhiding Yu, Weiyang Liu, Yang Zou, Chen Feng, Srikumar Ramalingam, B. V. K. Vijaya Kumar, Jan Kautz

* Accepted to ECCV 2018 

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Disjoint Mapping Network for Cross-modal Matching of Voices and Faces

Jul 16, 2018
Yandong Wen, Mahmoud Al Ismail, Weiyang Liu, Bhiksha Raj, Rita Singh

* Tech report 

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Towards Black-box Iterative Machine Teaching

Jun 05, 2018
Weiyang Liu, Bo Dai, Xingguo Li, Zhen Liu, James M. Rehg, Le Song

* Published in ICML 2018 

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Additive Margin Softmax for Face Verification

May 30, 2018
Feng Wang, Weiyang Liu, Haijun Liu, Jian Cheng

* Published in Signal Processing Letters, Volume: 25 Issue: 7 Pages: 926-930 

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Decoupled Networks

Apr 22, 2018
Weiyang Liu, Zhen Liu, Zhiding Yu, Bo Dai, Rongmei Lin, Yisen Wang, James M. Rehg, Le Song

* CVPR 2018 (Spotlight) 

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Iterative Learning with Open-set Noisy Labels

Mar 31, 2018
Yisen Wang, Weiyang Liu, Xingjun Ma, James Bailey, Hongyuan Zha, Le Song, Shu-Tao Xia

* CVPR2018-Spotlight 

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Deep Hyperspherical Learning

Jan 30, 2018
Weiyang Liu, Yan-Ming Zhang, Xingguo Li, Zhiding Yu, Bo Dai, Tuo Zhao, Le Song

* NIPS 2017 (Spotlight) 

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SphereFace: Deep Hypersphere Embedding for Face Recognition

Jan 29, 2018
Weiyang Liu, Yandong Wen, Zhiding Yu, Ming Li, Bhiksha Raj, Le Song

* CVPR 2017 (v4: updated the Appendix) 

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Large-Margin Softmax Loss for Convolutional Neural Networks

Nov 17, 2017
Weiyang Liu, Yandong Wen, Zhiding Yu, Meng Yang

* Published in ICML 2016 (with typo fixed) 

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Iterative Machine Teaching

Nov 17, 2017
Weiyang Liu, Bo Dai, Ahmad Humayun, Charlene Tay, Chen Yu, Linda B. Smith, James M. Rehg, Le Song

* Published in ICML 2017 

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Jointly Learning Non-negative Projection and Dictionary with Discriminative Graph Constraints for Classification

Aug 05, 2016
Weiyang Liu, Zhiding Yu, Yandong Wen, Rongmei Lin, Meng Yang

* To appear in BMVC 2016 

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Robust Elastic Net Regression

May 01, 2016
Weiyang Liu, Rongmei Lin, Meng Yang


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Efficient Face Alignment via Locality-constrained Representation for Robust Recognition

Oct 31, 2015
Yandong Wen, Weiyang Liu, Meng Yang, Zhifeng Li


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Structured Occlusion Coding for Robust Face Recognition

Jul 25, 2015
Yandong Wen, Weiyang Liu, Meng Yang, Yuli Fu, Youjun Xiang, Rui Hu


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KCRC-LCD: Discriminative Kernel Collaborative Representation with Locality Constrained Dictionary for Visual Categorization

Oct 17, 2014
Weiyang Liu, Zhiding Yu, Lijia Lu, Yandong Wen, Hui Li, Yuexian Zou


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