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Compound Batch Normalization for Long-tailed Image Classification


Dec 02, 2022
Lechao Cheng, Chaowei Fang, Dingwen Zhang, Guanbin Li, Gang Huang

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* Accepted by ACM MM 2022 

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Divide and Contrast: Source-free Domain Adaptation via Adaptive Contrastive Learning


Nov 12, 2022
Ziyi Zhang, Weikai Chen, Hui Cheng, Zhen Li, Siyuan Li, Liang Lin, Guanbin Li

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* NeurIPS 2022 Accept 

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OhMG: Zero-shot Open-vocabulary Human Motion Generation


Oct 28, 2022
Junfan Lin, Jianlong Chang, Lingbo Liu, Guanbin Li, Liang Lin, Qi Tian, Chang-wen Chen

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View-Disentangled Transformer for Brain Lesion Detection


Sep 20, 2022
Haofeng Li, Junjia Huang, Guanbin Li, Zhou Liu, Yihong Zhong, Yingying Chen, Yunfei Wang, Xiang Wan

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* International Symposium on Biomedical Imaging (ISBI) 2022, code: https://github.com/lhaof/ISBI-VDFormer 

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Attentive Symmetric Autoencoder for Brain MRI Segmentation


Sep 19, 2022
Junjia Huang, Haofeng Li, Guanbin Li, Xiang Wan

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* MICCAI 2022, code:https://github.com/lhaof/ASA 

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Align, Reason and Learn: Enhancing Medical Vision-and-Language Pre-training with Knowledge


Sep 15, 2022
Zhihong Chen, Guanbin Li, Xiang Wan

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* Natural Language Processing. 10 pages, 3 figures 

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Multi-Modal Masked Autoencoders for Medical Vision-and-Language Pre-Training


Sep 15, 2022
Zhihong Chen, Yuhao Du, Jinpeng Hu, Yang Liu, Guanbin Li, Xiang Wan, Tsung-Hui Chang

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* Natural Language Processing. 11 pages, 3 figures 

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Cross-Modal Causal Relational Reasoning for Event-Level Visual Question Answering


Aug 15, 2022
Yang Liu, Guanbin Li, Liang Lin

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* 18 pages, 10 figures. This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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Neighborhood Collective Estimation for Noisy Label Identification and Correction


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

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

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Robust Real-World Image Super-Resolution against Adversarial Attacks


Jul 31, 2022
Jiutao Yue, Haofeng Li, Pengxu Wei, Guanbin Li, Liang Lin

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* Proceedings of the 29th ACM International Conference on Multimedia (2021) 5148-5157 
* ACM-MM 2021, Code: https://github.com/lhaof/Robust-SR-against-Adversarial-Attacks 

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