Publications

You can also find my articles on my Google Scholar profile.

* Equal contribution

Indiscernible Object Counting in Underwater Scenes IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2023 Guolei Sun, Zhaochong An, Yun Liu, Ce Liu, Christos Sakaridis, Deng-Ping Fan, Luc Van Gool [paper] [code]

Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic Image Synthesis IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023 Hao Tang, Guolei Sun, Nicu Sebe, Luc Van Gool [paper] [code]

Mining Relations among Cross-Frame Affinities for Video Semantic Segmentation European Conference on Computer Vision (ECCV), 2022 Guolei Sun, Yun Liu, Hao Tang, Ajad Chhatkuli, Le Zhang, Luc Van Gool [paper] [code]

Coarse-to-Fine Feature Mining for Video Semantic Segmentation IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022 Guolei Sun, Yun Liu, Henghui Ding, Thomas Probst, Luc Van Gool [paper] [code]

Looking Beyond Single Images for Weakly Supervised Semantic Segmentation Learning IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022 Wenguan Wang, Guolei Sun, Luc Van Gool [paper] [code]

SwinIR: Image Restoration using Swin Transformer International Conference on Computer Vision Workshop (ICCVW), 2021 Jingyun Liang, Jiezhang Cao, Guolei Sun, Kai Zhang, Luc Van Gool, Radu Timofte [paper] [code]

Task Switching Network for Multi-task Learning International Conference on Computer Vision (ICCV), 2021 Guolei Sun, Thomas Probst, Danda Pani Paudel, Nikola Popović, Menelaos Kanakis, Jagruti Patel, Dengxin Dai, Luc Van Gool [paper] [code]

Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-resolution International Conference on Computer Vision (ICCV), 2021 Jingyun Liang, Guolei Sun, Kai Zhang, Luc Van Gool, Radu Timofte [paper] [code]

CompositeTasking: Understanding Images by Spatial Composition of Tasks IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021 Nikola Popovic, Danda Pani Paudel, Thomas Probst, Guolei Sun, Luc Van Gool [paper] [code]

Towards Partial Supervision for Generic Object Counting in Natural Scenes IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2020 Hisham Cholakkal*, Guolei Sun*, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Luc Van Gool [paper] [code]

Mining Cross-image Semantics for Weakly Supervised Semantic Segmentation European Conference on Computer Vision (ECCV), 2020 Guolei Sun, Wenguan Wang, Jifeng Dai, Luc Van Gool [paper] [code] [Oral, acceptance rate: 2%]

Fixing Localization Errors to Improve Image Classification European Conference on Computer Vision (ECCV), 2020 Guolei Sun*, Salman Khan*, Wen Li, Hisham Cholakkal, Fahad Shahbaz, Luc Van Gool [paper] [code]

Camouflaged Object Detection IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020 Deng-Ping Fan, Ge-Peng Ji, Guolei Sun, Ming-Ming Cheng, Jianbing Shen, Ling Shao [paper] [code] [Oral, acceptance rate: 6%]

Fine-grained Recognition: Accounting for Subtle Differences between Similar Classes AAAI Conference on Artificial Intelligence (AAAI), 2020 Guolei Sun, Hisham Cholakkal, Salman Khan, Fahad Shahbaz Khan, Ling Shao [paper] [code]

Object Counting and Instance Segmentation with Image-level Supervision IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019 Hisham Cholakkal*, Guolei Sun*, Fahad Shahbaz Khan, Ling Shao [paper] [code]

isaid: A Large-scale Dataset for Instance Segmentation in Aerial Images IEEE Conference on Computer Vision and Pattern Recognition Workshop (CVPRW), 2019 Syed Waqas Zamir, Aditya Arora, Akshita Gupta, Salman Khan, Guolei Sun, Fahad Shahbaz Khan, Fan Zhu, Ling Shao, Gui-Song Xia, Xiang Bai [paper] [code] [MMSeg]