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Mining Relations among Cross-Frame Affinities for Video Semantic Segmentation


Jul 21, 2022
Guolei Sun, Yun Liu, Hao Tang, Ajad Chhatkuli, Le Zhang, Luc Van Gool

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* Accepted to ECCV 2022 

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Coarse-to-Fine Feature Mining for Video Semantic Segmentation


Apr 07, 2022
Guolei Sun, Yun Liu, Henghui Ding, Thomas Probst, Luc Van Gool

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* Accepted to CVPR2022 

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SwinIR: Image Restoration Using Swin Transformer


Aug 23, 2021
Jingyun Liang, Jiezhang Cao, Guolei Sun, Kai Zhang, Luc Van Gool, Radu Timofte

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* Sota results on classical/lightweight/real-world image SR, image denoising and JPEG compression artifact reduction. Code: https://github.com/JingyunLiang/SwinIR 

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Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution


Aug 11, 2021
Jingyun Liang, Guolei Sun, Kai Zhang, Luc Van Gool, Radu Timofte

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* Accepted by ICCV2021. Code: https://github.com/JingyunLiang/MANet 

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Boosting Few-shot Semantic Segmentation with Transformers


Aug 04, 2021
Guolei Sun, Yun Liu, Jingyun Liang, Luc Van Gool

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* Technical report. Code and pretrained models will be available: https://github.com/GuoleiSun/TRFS 

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Transformer in Convolutional Neural Networks


Jun 09, 2021
Yun Liu, Guolei Sun, Yu Qiu, Le Zhang, Ajad Chhatkuli, Luc Van Gool

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Boosting Crowd Counting with Transformers


May 23, 2021
Guolei Sun, Yun Liu, Thomas Probst, Danda Pani Paudel, Nikola Popovic, Luc Van Gool

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CompositeTasking: Understanding Images by Spatial Composition of Tasks


Dec 16, 2020
Nikola Popovic, Danda Pani Paudel, Thomas Probst, Guolei Sun, Luc Van Gool

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LID 2020: The Learning from Imperfect Data Challenge Results


Oct 17, 2020
Yunchao Wei, Shuai Zheng, Ming-Ming Cheng, Hang Zhao, Liwei Wang, Errui Ding, Yi Yang, Antonio Torralba, Ting Liu, Guolei Sun, Wenguan Wang, Luc Van Gool, Wonho Bae, Junhyug Noh, Jinhwan Seo, Gunhee Kim, Hao Zhao, Ming Lu, Anbang Yao, Yiwen Guo, Yurong Chen, Li Zhang, Chuangchuang Tan, Tao Ruan, Guanghua Gu, Shikui Wei, Yao Zhao, Mariia Dobko, Ostap Viniavskyi, Oles Dobosevych, Zhendong Wang, Zhenyuan Chen, Chen Gong, Huanqing Yan, Jun He

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* Summary of the 2nd Learning from Imperfect Data Workshop in conjunction with CVPR 2020 

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