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Dynamic Ensemble of Low-fidelity Experts: Mitigating NAS "Cold-Start"


Feb 02, 2023
Junbo Zhao, Xuefei Ning, Enshu Liu, Binxin Ru, Zixuan Zhou, Tianchen Zhao, Chen Chen, Jiajin Zhang, Qingmin Liao, Yu Wang

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Meta-Learning based Degradation Representation for Blind Super-Resolution


Jul 28, 2022
Bin Xia, Yapeng Tian, Yulun Zhang, Yucheng Hang, Wenming Yang, Qingmin Liao

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SCS-Co: Self-Consistent Style Contrastive Learning for Image Harmonization


Apr 29, 2022
Yucheng Hang, Bin Xia, Wenming Yang, Qingmin Liao

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* Accepted by CVPR 2022 

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STDAN: Deformable Attention Network for Space-Time Video Super-Resolution


Mar 14, 2022
Hai Wang, Xiaoyu Xiang, Yapeng Tian, Wenming Yang, Qingmin Liao

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Coarse-to-Fine Embedded PatchMatch and Multi-Scale Dynamic Aggregation for Reference-based Super-Resolution


Jan 12, 2022
Bin Xia, Yapeng Tian, Yucheng Hang, Wenming Yang, Qingmin Liao, Jie Zhou

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* AAAI2022 

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Efficient Non-Local Contrastive Attention for Image Super-Resolution


Jan 11, 2022
Bin Xia, Yucheng Hang, Yapeng Tian, Wenming Yang, Qingmin Liao, Jie Zhou

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* AAAI2022 

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APANet: Adaptive Prototypes Alignment Network for Few-Shot Semantic Segmentation


Nov 24, 2021
Jiacheng Chen, Bin-Bin Gao, Zongqing Lu, Jing-Hao Xue, Chengjie Wang, Qingmin Liao

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* 11 pages, Submitted to IEEE TMM. arXiv admin note: substantial text overlap with arXiv:2104.09216 

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Group Fisher Pruning for Practical Network Compression


Aug 02, 2021
Liyang Liu, Shilong Zhang, Zhanghui Kuang, Aojun Zhou, Jing-Hao Xue, Xinjiang Wang, Yimin Chen, Wenming Yang, Qingmin Liao, Wayne Zhang

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* ICML2021; Code: https://github.com/jshilong/FisherPruning 

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Subjective Opinions Matter: Controllable Image Quality Assessment Using Pseudo Reference Images


May 06, 2021
Jingyu Guo, Wei Wang, Wenming Yang, Qingmin Liao, Jie Zhou

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* 10 pages, 5 figures 

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SCNet: Enhancing Few-Shot Semantic Segmentation by Self-Contrastive Background Prototypes


Apr 28, 2021
Jiacheng Chen, Bin-Bin Gao, Zongqing Lu, Jing-Hao Xue, Chengjie Wang, Qingmin Liao

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* 9 pages, 5 figures 

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