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Neighborhood Collective Estimation for Noisy Label Identification and Correction


Aug 05, 2022
Jichang Li, Guanbin Li, Feng Liu, Yizhou Yu

* Accepted to European Conference on Computer Vision (ECCV), 2022 

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Centrality and Consistency: Two-Stage Clean Samples Identification for Learning with Instance-Dependent Noisy Labels


Jul 29, 2022
Ganlong Zhao, Guanbin Li, Yipeng Qin, Feng Liu, Yizhou Yu

* Accepted to ECCV2022 

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Shift-tolerant Perceptual Similarity Metric


Jul 27, 2022
Abhijay Ghildyal, Feng Liu

* ECCV 2022, http://github.com/abhijay9/ShiftTolerant-LPIPS/ 

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2D GANs Meet Unsupervised Single-view 3D Reconstruction


Jul 20, 2022
Feng Liu, Xiaoming Liu

* to be published in ECCV 2022 

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Controllable and Guided Face Synthesis for Unconstrained Face Recognition


Jul 20, 2022
Feng Liu, Minchul Kim, Anil Jain, Xiaoming Liu

* to be published in ECCV 2022 

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A simple normalization technique using window statistics to improve the out-of-distribution generalization on medical images


Jul 14, 2022
Chengfeng Zhou, Songchang Chen, Chenming Xu, Jun Wang, Feng Liu, Chun Zhang, Juan Ye, Hefeng Huang, Dahong Qian


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SNeRF: Stylized Neural Implicit Representations for 3D Scenes


Jul 05, 2022
Thu Nguyen-Phuoc, Feng Liu, Lei Xiao

* SIGGRAPH 2022 (Journal track). Project page: https://research.facebook.com/publications/snerf-stylized-neural-implicit-representations-for-3d-scenes/ 

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Bilateral Dependency Optimization: Defending Against Model-inversion Attacks


Jun 18, 2022
Xiong Peng, Feng Liu, Jingfen Zhang, Long Lan, Junjie Ye, Tongliang Liu, Bo Han

* Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2022) 
* Accepted to KDD 2022 (Research Track) 

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Fast and Reliable Evaluation of Adversarial Robustness with Minimum-Margin Attack


Jun 15, 2022
Ruize Gao, Jiongxiao Wang, Kaiwen Zhou, Feng Liu, Binghui Xie, Gang Niu, Bo Han, James Cheng


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Multi-class Classification with Fuzzy-feature Observations: Theory and Algorithms


Jun 09, 2022
Guangzhi Ma, Jie Lu, Feng Liu, Zhen Fang, Guangquan Zhang

* This article has been accepted by IEEE Transactions on Cybernetics on June 4, 2022 

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