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One-shot Implicit Animatable Avatars with Model-based Priors


Dec 05, 2022
Yangyi Huang, Hongwei Yi, Weiyang Liu, Haofan Wang, Boxi Wu, Wenxiao Wang, Binbin Lin, Debing Zhang, Deng Cai

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* Project website: https://elicit3d.github.io 

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Web-based Elicitation of Human Perception on mixup Data


Nov 02, 2022
Katherine M. Collins, Umang Bhatt, Weiyang Liu, Vihari Piratla, Bradley Love, Adrian Weller

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Iterative Teaching by Data Hallucination


Oct 31, 2022
Zeju Qiu, Weiyang Liu, Tim Z. Xiao, Zhen Liu, Umang Bhatt, Yucen Luo, Adrian Weller, Bernhard Schölkopf

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* Technical Report (21 pages, 24 figures) 

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Continual Learning by Modeling Intra-Class Variation


Oct 11, 2022
Longhui Yu, Tianyang Hu, Lanqing Hong, Zhen Liu, Adrian Weller, Weiyang Liu

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* Technical Report (23 pages, 13 figures) 

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Structural Causal 3D Reconstruction


Jul 20, 2022
Weiyang Liu, Zhen Liu, Liam Paull, Adrian Weller, Bernhard Schölkopf

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* ECCV 2022 (32 pages, 22 figures) 

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Data-Efficient Learning via Minimizing Hyperspherical Energy


Jul 16, 2022
Xiaofeng Cao, Weiyang Liu, Ivor W. Tsang

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Towards Principled Disentanglement for Domain Generalization


Nov 27, 2021
Hanlin Zhang, Yi-Fan Zhang, Weiyang Liu, Adrian Weller, Bernhard Schölkopf, Eric P. Xing

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* ICML2021 Machine Learning for Data Workshop 

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Advancing COVID-19 Diagnosis with Privacy-Preserving Collaboration in Artificial Intelligence


Nov 18, 2021
Xiang Bai, Hanchen Wang, Liya Ma, Yongchao Xu, Jiefeng Gan, Ziwei Fan, Fan Yang, Ke Ma, Jiehua Yang, Song Bai, Chang Shu, Xinyu Zou, Renhao Huang, Changzheng Zhang, Xiaowu Liu, Dandan Tu, Chuou Xu, Wenqing Zhang, Xi Wang, Anguo Chen, Yu Zeng, Dehua Yang, Ming-Wei Wang, Nagaraj Holalkere, Neil J. Halin, Ihab R. Kamel, Jia Wu, Xuehua Peng, Xiang Wang, Jianbo Shao, Pattanasak Mongkolwat, Jianjun Zhang, Weiyang Liu, Michael Roberts, Zhongzhao Teng, Lucian Beer, Lorena Escudero Sanchez, Evis Sala, Daniel Rubin, Adrian Weller, Joan Lasenby, Chuangsheng Zheng, Jianming Wang, Zhen Li, Carola-Bibiane Schönlieb, Tian Xia

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* Nature Machine Intelligence 

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Iterative Teaching by Label Synthesis


Nov 10, 2021
Weiyang Liu, Zhen Liu, Hanchen Wang, Liam Paull, Bernhard Schölkopf, Adrian Weller

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* NeurIPS 2021 Spotlight (v2: 28 pages, 20 figures) 

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