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2020 – today
- 2025
[c22]Shi-Feng Peng, Guolei Sun, Yong Li, Hongsong Wang, Guo-Sen Xie:
SAM-Aware Graph Prompt Reasoning Network for Cross-Domain Few-Shot Segmentation. AAAI 2025: 6488-6496- [c21]Zhaochong An, Guolei Sun, Yun Liu, Runjia Li, Min Wu, Ming-Ming Cheng, Ender Konukoglu, Serge J. Belongie:
Multimodality Helps Few-shot 3D Point Cloud Semantic Segmentation. ICLR 2025 - [i29]Shi-Feng Peng, Guolei Sun, Yong Li, Hongsong Wang, Guo-Sen Xie:
SAM-Aware Graph Prompt Reasoning Network for Cross-Domain Few-Shot Segmentation. CoRR abs/2501.00303 (2025) - [i28]Zhaochong An, Guolei Sun, Yun Liu, Runjia Li, Junlin Han, Ender Konukoglu, Serge J. Belongie:
Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language Model. CoRR abs/2503.16282 (2025) - [i27]Yuli Zhou, Guolei Sun, Yawei Li, Yuqian Fu, Luca Benini, Ender Konukoglu:
CamSAM2: Segment Anything Accurately in Camouflaged Videos. CoRR abs/2503.19730 (2025) - [i26]Syed Ariff Syed Hesham, Yun Liu, Guolei Sun, Henghui Ding, Jing Yang, Ender Konukoglu, Xue Geng, Xudong Jiang:
Exploiting Temporal State Space Sharing for Video Semantic Segmentation. CoRR abs/2503.20824 (2025) - 2024
- [b1]Guolei Sun:
Advanced Attention Mechanisms for Dense Prediction. ETH Zurich, Zürich, Switzerland, 2024 - [j7]Lei Sun, Yun Liu, Guolei Sun, Min Wu, Zhijie Xu, Kaiwei Wang, Luc Van Gool:
Global and Compact Video Context Embedding for Video Semantic Segmentation. IEEE Access 12: 135589-135600 (2024) - [j6]Guolei Sun
, Yun Liu, Thomas Probst, Danda Pani Paudel, Nikola Popovic, Luc Van Gool:
Rethinking Global Context in Crowd Counting. Mach. Intell. Res. 21(4): 640-651 (2024) - [j5]Yun Liu, Yu-Huan Wu, Guolei Sun, Le Zhang, Ajad Chhatkuli, Luc Van Gool:
Vision Transformers with Hierarchical Attention. Mach. Intell. Res. 21(4): 670-683 (2024) - [j4]Wenguan Wang, Guolei Sun, Luc Van Gool:
Looking Beyond Single Images for Weakly Supervised Semantic Segmentation Learning. IEEE Trans. Pattern Anal. Mach. Intell. 46(3): 1635-1649 (2024) - [j3]Guolei Sun, Yun Liu, Henghui Ding, Min Wu, Luc Van Gool:
Learning Local and Global Temporal Contexts for Video Semantic Segmentation. IEEE Trans. Pattern Anal. Mach. Intell. 46(10): 6919-6934 (2024) - [c20]Zhaochong An, Guolei Sun, Yun Liu, Fayao Liu, Zongwei Wu, Dan Wang, Luc Van Gool, Serge J. Belongie:
Rethinking Few-shot 3D Point Cloud Semantic Segmentation. CVPR 2024: 3996-4006 - [i25]Zhaochong An, Guolei Sun, Yun Liu, Fayao Liu, Zongwei Wu, Dan Wang, Luc Van Gool, Serge J. Belongie:
Rethinking Few-shot 3D Point Cloud Semantic Segmentation. CoRR abs/2403.00592 (2024) - [i24]Zhipeng Zhang, Zhimin Wei, Guolei Sun, Peng Wang, Luc Van Gool:
Self-Explainable Affordance Learning with Embodied Caption. CoRR abs/2404.05603 (2024) - [i23]Yuedong Tan, Zongwei Wu, Yuqian Fu, Zhuyun Zhou, Guolei Sun, Chao Ma, Danda Pani Paudel, Luc Van Gool, Radu Timofte:
Towards a Generalist and Blind RGB-X Tracker. CoRR abs/2405.17773 (2024) - [i22]Yuli Zhou, Guolei Sun, Yawei Li, Luca Benini, Ender Konukoglu:
When SAM2 Meets Video Camouflaged Object Segmentation: A Comprehensive Evaluation and Adaptation. CoRR abs/2409.18653 (2024) - [i21]Zhaochong An, Guolei Sun, Yun Liu, Runjia Li, Min Wu, Ming-Ming Cheng, Ender Konukoglu, Serge J. Belongie:
Multimodality Helps Few-Shot 3D Point Cloud Semantic Segmentation. CoRR abs/2410.22489 (2024) - [i20]Xinhao Li, Yun Liu, Guolei Sun, Min Wu, Le Zhang, Ce Zhu:
Towards Open-Vocabulary Video Semantic Segmentation. CoRR abs/2412.09329 (2024) - 2023
- [j2]Hao Tang, Guolei Sun, Nicu Sebe, Luc Van Gool:
Edge Guided GANs With Multi-Scale Contrastive Learning for Semantic Image Synthesis. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 14435-14452 (2023) - [c19]Zhaochong An, Guolei Sun, Zongwei Wu, Hao Tang, Luc Van Gool:
Temporal-aware Hierarchical Mask Classification for Video Semantic Segmentation. BMVC 2023: 542 - [c18]Guolei Sun, Zhaochong An, Yun Liu, Ce Liu, Christos Sakaridis, Deng-Ping Fan, Luc Van Gool:
Indiscernible Object Counting in Underwater Scenes. CVPR 2023: 13791-13801 - [c17]Hao Tang, Xiaojuan Qi, Guolei Sun, Dan Xu, Nicu Sebe, Radu Timofte, Luc Van Gool:
Edge Guided GANs with Contrastive Learning for Semantic Image Synthesis. ICLR 2023 - [c16]Zongwei Wu, Jingjing Wang, Zhuyun Zhou, Zhaochong An, Qiuping Jiang, Cédric Demonceaux, Guolei Sun, Radu Timofte:
Object Segmentation by Mining Cross-Modal Semantics. ACM Multimedia 2023: 3455-3464 - [i19]Guolei Sun, Zhaochong An, Yun Liu, Ce Liu, Christos Sakaridis, Deng-Ping Fan, Luc Van Gool:
Indiscernible Object Counting in Underwater Scenes. CoRR abs/2304.11677 (2023) - [i18]Zongwei Wu, Jingjing Wang, Zhuyun Zhou, Zhaochong An, Qiuping Jiang, Cédric Demonceaux, Guolei Sun, Radu Timofte:
Object Segmentation by Mining Cross-Modal Semantics. CoRR abs/2305.10469 (2023) - [i17]Hao Tang, Guolei Sun, Nicu Sebe, Luc Van Gool:
Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic Image Synthesis. CoRR abs/2307.12084 (2023) - [i16]Zhaochong An, Guolei Sun, Zongwei Wu, Hao Tang, Luc Van Gool:
Temporal-aware Hierarchical Mask Classification for Video Semantic Segmentation. CoRR abs/2309.08020 (2023) - 2022
- [j1]Hisham Cholakkal, Guolei Sun, Salman H. Khan, Fahad Shahbaz Khan, Ling Shao, Luc Van Gool:
Towards Partial Supervision for Generic Object Counting in Natural Scenes. IEEE Trans. Pattern Anal. Mach. Intell. 44(3): 1604-1622 (2022) - [c15]Guolei Sun, Yun Liu, Henghui Ding, Thomas Probst, Luc Van Gool:
Coarse-to-Fine Feature Mining for Video Semantic Segmentation. CVPR 2022: 3116-3127 - [c14]Guolei Sun, Yun Liu, Hao Tang, Ajad Chhatkuli, Le Zhang, Luc Van Gool:
Mining Relations Among Cross-Frame Affinities for Video Semantic Segmentation. ECCV (34) 2022: 522-539 - [i15]Guolei Sun, Yun Liu, Henghui Ding, Thomas Probst, Luc Van Gool:
Coarse-to-Fine Feature Mining for Video Semantic Segmentation. CoRR abs/2204.03330 (2022) - [i14]Guolei Sun, Yun Liu, Hao Tang, Ajad Chhatkuli, Le Zhang, Luc Van Gool:
Mining Relations among Cross-Frame Affinities for Video Semantic Segmentation. CoRR abs/2207.10436 (2022) - 2021
- [c13]Nikola Popovic, Danda Pani Paudel, Thomas Probst, Guolei Sun, Luc Van Gool:
CompositeTasking: Understanding Images by Spatial Composition of Tasks. CVPR 2021: 6870-6880 - [c12]Jingyun Liang, Guolei Sun, Kai Zhang, Luc Van Gool, Radu Timofte:
Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution. ICCV 2021: 4076-4085 - [c11]Guolei Sun, Thomas Probst, Danda Pani Paudel, Nikola Popovic, Menelaos Kanakis, Jagruti Patel, Dengxin Dai, Luc Van Gool:
Task Switching Network for Multi-task Learning. ICCV 2021: 8271-8280 - [c10]Jingyun Liang, Jiezhang Cao, Guolei Sun, Kai Zhang, Luc Van Gool, Radu Timofte:
SwinIR: Image Restoration Using Swin Transformer. ICCVW 2021: 1833-1844 - [i13]Guolei Sun, Yun Liu, Thomas Probst, Danda Pani Paudel, Nikola Popovic, Luc Van Gool:
Boosting Crowd Counting with Transformers. CoRR abs/2105.10926 (2021) - [i12]Yun Liu, Guolei Sun, Yu Qiu, Le Zhang, Ajad Chhatkuli, Luc Van Gool:
Transformer in Convolutional Neural Networks. CoRR abs/2106.03180 (2021) - [i11]Guolei Sun, Yun Liu, Jingyun Liang, Luc Van Gool:
Boosting Few-shot Semantic Segmentation with Transformers. CoRR abs/2108.02266 (2021) - [i10]Jingyun Liang, Guolei Sun, Kai Zhang, Luc Van Gool, Radu Timofte:
Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution. CoRR abs/2108.05302 (2021) - [i9]Jingyun Liang, Jiezhang Cao, Guolei Sun, Kai Zhang, Luc Van Gool, Radu Timofte:
SwinIR: Image Restoration Using Swin Transformer. CoRR abs/2108.10257 (2021) - 2020
- [c9]Guolei Sun, Hisham Cholakkal, Salman H. Khan, Fahad Shahbaz Khan, Ling Shao:
Fine-Grained Recognition: Accounting for Subtle Differences between Similar Classes. AAAI 2020: 12047-12054 - [c8]Deng-Ping Fan, Ge-Peng Ji, Guolei Sun, Ming-Ming Cheng, Jianbing Shen, Ling Shao:
Camouflaged Object Detection. CVPR 2020: 2774-2784 - [c7]Guolei Sun, Salman H. Khan, Wen Li, Hisham Cholakkal, Fahad Shahbaz Khan, Luc Van Gool:
Fixing Localization Errors to Improve Image Classification. ECCV (25) 2020: 271-287 - [c6]Guolei Sun, Wenguan Wang, Jifeng Dai, Luc Van Gool:
Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation. ECCV (2) 2020: 347-365 - [i8]Guolei Sun, Wenguan Wang, Jifeng Dai, Luc Van Gool:
Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation. CoRR abs/2007.01947 (2020) - [i7]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:
LID 2020: The Learning from Imperfect Data Challenge Results. CoRR abs/2010.11724 (2020) - [i6]Nikola Popovic, Danda Pani Paudel, Thomas Probst, Guolei Sun, Luc Van Gool:
CompositeTasking: Understanding Images by Spatial Composition of Tasks. CoRR abs/2012.09030 (2020)
2010 – 2019
- 2019
- [c5]Syed Waqas Zamir, Aditya Arora, Akshita Gupta, Salman H. Khan, Guolei Sun, Fahad Shahbaz Khan, Fan Zhu, Ling Shao, Gui-Song Xia, Xiang Bai:
iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images. CVPR Workshops 2019: 28-37 - [c4]Hisham Cholakkal, Guolei Sun, Fahad Shahbaz Khan, Ling Shao:
Object Counting and Instance Segmentation With Image-Level Supervision. CVPR 2019: 12397-12405 - [c3]Guolei Sun, Xiangliang Zhang:
A Novel Framework for Node/Edge Attributed Graph Embedding. PAKDD (3) 2019: 169-182 - [i5]Hisham Cholakkal, Guolei Sun, Fahad Shahbaz Khan, Ling Shao:
Object Counting and Instance Segmentation with Image-level Supervision. CoRR abs/1903.02494 (2019) - [i4]Syed Waqas Zamir, Aditya Arora, Akshita Gupta, Salman H. Khan, Guolei Sun, Fahad Shahbaz Khan, Fan Zhu, Ling Shao, Gui-Song Xia, Xiang Bai:
iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images. CoRR abs/1905.12886 (2019) - [i3]Hisham Cholakkal, Guolei Sun, Salman H. Khan, Fahad Shahbaz Khan, Ling Shao, Luc Van Gool:
Towards Partial Supervision for Generic Object Counting in Natural Scenes. CoRR abs/1912.06448 (2019) - [i2]Guolei Sun, Hisham Cholakkal, Salman H. Khan, Fahad Shahbaz Khan, Ling Shao:
Fine-grained Recognition: Accounting for Subtle Differences between Similar Classes. CoRR abs/1912.06842 (2019) - 2018
- [c2]Lu Yu, Chuxu Zhang, Shichao Pei, Guolei Sun, Xiangliang Zhang:
WalkRanker: A Unified Pairwise Ranking Model With Multiple Relations for Item Recommendation. AAAI 2018: 2596-2603 - [c1]Yufei Han, Guolei Sun, Yun Shen, Xiangliang Zhang:
Multi-label Learning with Highly Incomplete Data via Collaborative Embedding. KDD 2018: 1494-1503 - 2017
- [i1]Guolei Sun, Xiangliang Zhang:
Graph Embedding with Rich Information through Bipartite Heterogeneous Network. CoRR abs/1710.06879 (2017)
Coauthor Index
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