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HORIZON: A High-Resolution Panorama Synthesis Framework


Oct 10, 2022
Kun Yan, Lei Ji, Chenfei Wu, Jian Liang, Ming Zhou, Nan Duan, Shuai Ma


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Towards Understanding and Mitigating Dimensional Collapse in Heterogeneous Federated Learning


Oct 01, 2022
Yujun Shi, Jian Liang, Wenqing Zhang, Vincent Y. F. Tan, Song Bai


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NUWA-Infinity: Autoregressive over Autoregressive Generation for Infinite Visual Synthesis


Jul 20, 2022
Chenfei Wu, Jian Liang, Xiaowei Hu, Zhe Gan, Jianfeng Wang, Lijuan Wang, Zicheng Liu, Yuejian Fang, Nan Duan

* 24 pages, 19 figures 

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Finding Diverse and Predictable Subgraphs for Graph Domain Generalization


Jun 19, 2022
Junchi Yu, Jian Liang, Ran He


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Heterogeneous Face Recognition via Face Synthesis with Identity-Attribute Disentanglement


Jun 10, 2022
Ziming Yang, Jian Liang, Chaoyou Fu, Mandi Luo, Xiao-Yu Zhang

* IEEE Transactions on Information Forensics and Security, vol. 17, pp. 1344-1358, 2022 
* Accepted for publication in IEEE Transactions on Information Forensics and Security (TIFS) 

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A sentiment analysis model for car review texts based on adversarial training and whole word mask BERT


Jun 06, 2022
Xingchen Liu, Yawen Li, Yingxia Shao, Ang Li, Jian Liang


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DiVAE: Photorealistic Images Synthesis with Denoising Diffusion Decoder


Jun 01, 2022
Jie Shi, Chenfei Wu, Jian Liang, Xiang Liu, Nan Duan


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ProxyMix: Proxy-based Mixup Training with Label Refinery for Source-Free Domain Adaptation


May 29, 2022
Yuhe Ding, Lijun Sheng, Jian Liang, Aihua Zheng, Ran He


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Adversarial Filtering Modeling on Long-term User Behavior Sequences for Click-Through Rate Prediction


Apr 26, 2022
Xiaochen Li, Rui Zhong, Jian Liang, Xialong Liu, Yu Zhang

* 5 pages 

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Causality Inspired Representation Learning for Domain Generalization


Mar 27, 2022
Fangrui Lv, Jian Liang, Shuang Li, Bin Zang, Chi Harold Liu, Ziteng Wang, Di Liu

* Accepted in CVPR 2022 

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