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DINER: Disorder-Invariant Implicit Neural Representation


Nov 15, 2022
Shaowen Xie, Hao Zhu, Zhen Liu, Qi Zhang, You Zhou, Xun Cao, Zhan Ma

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* 10 pages, 11 figures 

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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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BRIEF but Powerful: Byzantine-Robust and Privacy-Preserving Federated Learning via Model Segmentation and Secure clustering


Aug 22, 2022
Rui Wang, Xingkai Wang, Huanhuan Chen, Stjepan Picek, Zhen Liu, Kaitai Liang

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Ghost-free High Dynamic Range Imaging with Context-aware Transformer


Aug 10, 2022
Zhen Liu, Yinglong Wang, Bing Zeng, Shuaicheng Liu

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* ECCV 2022 

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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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Expressiveness and Learnability: A Unifying View for Evaluating Self-Supervised Learning


Jun 02, 2022
Yuchen Lu, Zhen Liu, Aristide Baratin, Romain Laroche, Aaron Courville, Alessandro Sordoni

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NTIRE 2022 Challenge on High Dynamic Range Imaging: Methods and Results


May 25, 2022
Eduardo Pérez-Pellitero, Sibi Catley-Chandar, Richard Shaw, Aleš Leonardis, Radu Timofte, Zexin Zhang, Cen Liu, Yunbo Peng, Yue Lin, Gaocheng Yu, Jin Zhang, Zhe Ma, Hongbin Wang, Xiangyu Chen, Xintao Wang, Haiwei Wu, Lin Liu, Chao Dong, Jiantao Zhou, Qingsen Yan, Song Zhang, Weiye Chen, Yuhang Liu, Zhen Zhang, Yanning Zhang, Javen Qinfeng Shi, Dong Gong, Dan Zhu, Mengdi Sun, Guannan Chen, Yang Hu, Haowei Li, Baozhu Zou, Zhen Liu, Wenjie Lin, Ting Jiang, Chengzhi Jiang, Xinpeng Li, Mingyan Han, Haoqiang Fan, Jian Sun, Shuaicheng Liu, Juan Marín-Vega, Michael Sloth, Peter Schneider-Kamp, Richard Röttger, Chunyang Li, Long Bao, Gang He, Ziyao Xu, Li Xu, Gen Zhan, Ming Sun, Xing Wen, Junlin Li, Jinjing Li, Chenghua Li, Ruipeng Gang, Fangya Li, Chenming Liu, Shuang Feng, Fei Lei, Rui Liu, Junxiang Ruan, Tianhong Dai, Wei Li, Zhan Lu, Hengyan Liu, Peian Huang, Guangyu Ren, Yonglin Luo, Chang Liu, Qiang Tu, Fangya Li, Ruipeng Gang, Chenghua Li, Jinjing Li, Sai Ma, Chenming Liu, Yizhen Cao, Steven Tel, Barthelemy Heyrman, Dominique Ginhac, Chul Lee, Gahyeon Kim, Seonghyun Park, An Gia Vien, Truong Thanh Nhat Mai, Howoon Yoon, Tu Vo, Alexander Holston, Sheir Zaheer, Chan Y. Park

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* Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2022 
* CVPR Workshops 2022. 15 pages, 21 figures, 2 tables 

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Generative Flow Networks for Discrete Probabilistic Modeling


Feb 03, 2022
Dinghuai Zhang, Nikolay Malkin, Zhen Liu, Alexandra Volokhova, Aaron Courville, Yoshua Bengio

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* 17 pages; code: https://github.com/zdhNarsil/EB_GFN 

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VirtualCube: An Immersive 3D Video Communication System


Dec 29, 2021
Yizhong Zhang, Jiaolong Yang, Zhen Liu, Ruicheng Wang, Guojun Chen, Xin Tong, Baining Guo

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* Project page: https://www.microsoft.com/en-us/research/project/virtualcube/ 

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