Guolei Sun

74 papers A* 17A 1Journal 47Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
DINO-Mix: Distilling Foundational Knowledge with Cross-Domain CutMix for Semi-supervised Class-imbalanced Medical Image Segmentation.
CoRR
Xinyu Liu, Guolei Sun
2026 J jnl
EgoSound: Benchmarking Sound Understanding in Egocentric Videos.
CoRR
Bingwen Zhu, Yuqian Fu, Qiaole Dong, Guolei Sun, Tianwen Qian, Yuzheng Wu, Danda Pani Paudel, Xiangyang Xue, Yanwei Fu
2026 J jnl
Revisiting Adaptive Rounding with Vectorized Reparameterization for LLM Quantization.
CoRR
Yuli Zhou, Qingxuan Chen, Luca Benini, Guolei Sun, Yawei Li
2026 J jnl
Video Understanding: From Geometry and Semantics to Unified Models.
CoRR
Zhaochong An, Zirui Li, Mingqiao Ye, Feng Qiao, Jiaang Li, Zongwei Wu, Vishal Thengane, Chengzu Li, Lei Li, Luc Van Gool, Guolei Sun, Serge J. Belongie
2025 J jnl
A Comprehensive Survey on Video Scene Parsing:Advances, Challenges, and Prospects.
CoRR
Guohuan Xie, Syed Ariff Syed Hesham, Wenya Guo, Bing Li, Ming-Ming Cheng, Guolei Sun, Yun Liu
2025 J jnl
CamSAM2: Segment Anything Accurately in Camouflaged Videos.
CoRR
Yuli Zhou, Guolei Sun, Yawei Li, Yuqian Fu, Luca Benini, Ender Konukoglu
2025 J jnl
EgoNight: Towards Egocentric Vision Understanding at Night with a Challenging Benchmark.
CoRR
Deheng Zhang, Yuqian Fu, Runyi Yang, Yang Miao, Tianwen Qian, Xu Zheng, Guolei Sun, Ajad Chhatkuli, Xuanjing Huang, Yu-Gang Jiang, Luc Van Gool, Danda Pani Paudel
2025 J jnl
Evaluating SAM2 for Video Semantic Segmentation.
CoRR
Syed Ariff Syed Hesham, Yun Liu, Guolei Sun, Jing Yang, Henghui Ding, Xue Geng, Xudong Jiang
2025 A* conf
Exploiting Temporal State Space Sharing for Video Semantic Segmentation.
CVPR
Syed Ariff Syed Hesham, Yun Liu, Guolei Sun, Henghui Ding, Jing Yang, Ender Konukoglu, Xue Geng, Xudong Jiang
2025 J jnl
Exploiting Temporal State Space Sharing for Video Semantic Segmentation.
CoRR
Syed Ariff Syed Hesham, Yun Liu, Guolei Sun, Henghui Ding, Jing Yang, Ender Konukoglu, Xue Geng, Xudong Jiang
2025 A* conf
Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language Model.
CVPR
Zhaochong An, Guolei Sun, Yun Liu, Runjia Li, Junlin Han, Ender Konukoglu, Serge J. Belongie
2025 J jnl
Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language Model.
CoRR
Zhaochong An, Guolei Sun, Yun Liu, Runjia Li, Junlin Han, Ender Konukoglu, Serge J. Belongie
2025 — conf
HiM2SAM: Enhancing SAM2 with Hierarchical Motion Estimation and Memory Optimization towards Long-term Tracking.
PRCV (16)
Ruixiang Chen, Guolei Sun, Yawei Li, Jie Qin, Luca Benini
2025 J jnl
HiM2SAM: Enhancing SAM2 with Hierarchical Motion Estimation and Memory Optimization towards Long-term Tracking.
CoRR
Ruixiang Chen, Guolei Sun, Yawei Li, Jie Qin, Luca Benini
2025 J jnl
MedVSR: Medical Video Super-Resolution with Cross State-Space Propagation.
CoRR
Xinyu Liu, Guolei Sun, Cheng Wang, Yixuan Yuan, Ender Konukoglu
2025 A* conf
Multimodality Helps Few-shot 3D Point Cloud Semantic Segmentation.
ICLR
Zhaochong An, Guolei Sun, Yun Liu, Runjia Li, Min Wu, Ming-Ming Cheng, Ender Konukoglu, Serge J. Belongie
2025 A* conf
SAM-Aware Graph Prompt Reasoning Network for Cross-Domain Few-Shot Segmentation.
AAAI
Shi-Feng Peng, Guolei Sun, Yong Li, Hongsong Wang, Guo-Sen Xie
2025 J jnl
SAM-Aware Graph Prompt Reasoning Network for Cross-Domain Few-Shot Segmentation.
CoRR
Shi-Feng Peng, Guolei Sun, Yong Li, Hongsong Wang, Guo-Sen Xie
2025 J jnl
Towards Open-Vocabulary Video Semantic Segmentation.
IEEE Trans. Multim.
Xinhao Li, Yun Liu, Guolei Sun, Min Wu, Le Zhang, Ce Zhu
2025 J jnl
When SAM2 meets video camouflaged object segmentation: a comprehensive evaluation and adaptation.
Vis. Intell.
Yuli Zhou, Guolei Sun, Yawei Li, Guo-Sen Xie, Luca Benini, Ender Konukoglu
2024 — —
Advanced Attention Mechanisms for Dense Prediction.
Guolei Sun
2024 J jnl
Global and Compact Video Context Embedding for Video Semantic Segmentation.
IEEE Access
Lei Sun, Yun Liu, Guolei Sun, Min Wu, Zhijie Xu, Kaiwei Wang, Luc Van Gool
2024 J jnl
Learning Local and Global Temporal Contexts for Video Semantic Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell.
Guolei Sun, Yun Liu, Henghui Ding, Min Wu, Luc Van Gool
2024 J jnl
Looking Beyond Single Images for Weakly Supervised Semantic Segmentation Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Wenguan Wang, Guolei Sun, Luc Van Gool
2024 J jnl
Multimodality Helps Few-Shot 3D Point Cloud Semantic Segmentation.
CoRR
Zhaochong An, Guolei Sun, Yun Liu, Runjia Li, Min Wu, Ming-Ming Cheng, Ender Konukoglu, Serge J. Belongie
2024 A* conf
Rethinking Few-shot 3D Point Cloud Semantic Segmentation.
CVPR
Zhaochong An, Guolei Sun, Yun Liu, Fayao Liu, Zongwei Wu, Dan Wang, Luc Van Gool, Serge J. Belongie
2024 J jnl
Rethinking Few-shot 3D Point Cloud Semantic Segmentation.
CoRR
Zhaochong An, Guolei Sun, Yun Liu, Fayao Liu, Zongwei Wu, Dan Wang, Luc Van Gool, Serge J. Belongie
2024 J jnl
Rethinking Global Context in Crowd Counting.
Mach. Intell. Res.
Guolei Sun, Yun Liu, Thomas Probst, Danda Pani Paudel, Nikola Popovic, Luc Van Gool
2024 J jnl
Self-Explainable Affordance Learning with Embodied Caption.
CoRR
Zhipeng Zhang, Zhimin Wei, Guolei Sun, Peng Wang, Luc Van Gool
2024 J jnl
Towards Open-Vocabulary Video Semantic Segmentation.
CoRR
Xinhao Li, Yun Liu, Guolei Sun, Min Wu, Le Zhang, Ce Zhu
2024 J jnl
Towards a Generalist and Blind RGB-X Tracker.
CoRR
Yuedong Tan, Zongwei Wu, Yuqian Fu, Zhuyun Zhou, Guolei Sun, Chao Ma, Danda Pani Paudel, Luc Van Gool, Radu Timofte
2024 — conf
Video Foundation Model for Medical 3D Segmentation.
ToothFairy/3DTeethLand/STS@MICCAI
Qi Ma, Guolei Sun, Guney I. Tombak, Shipra Jain, Niko Benjamin Huber, Luc Van Gool, Ender Konukoglu
2024 J jnl
Vision Transformers with Hierarchical Attention.
Mach. Intell. Res.
Yun Liu, Yu-Huan Wu, Guolei Sun, Le Zhang, Ajad Chhatkuli, Luc Van Gool
2024 J jnl
When SAM2 Meets Video Camouflaged Object Segmentation: A Comprehensive Evaluation and Adaptation.
CoRR
Yuli Zhou, Guolei Sun, Yawei Li, Luca Benini, Ender Konukoglu
2023 J jnl
Edge Guided GANs With Multi-Scale Contrastive Learning for Semantic Image Synthesis.
IEEE Trans. Pattern Anal. Mach. Intell.
Hao Tang, Guolei Sun, Nicu Sebe, Luc Van Gool
2023 A* conf
Edge Guided GANs with Contrastive Learning for Semantic Image Synthesis.
ICLR
Hao Tang, Xiaojuan Qi, Guolei Sun, Dan Xu, Nicu Sebe, Radu Timofte, Luc Van Gool
2023 J jnl
Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic Image Synthesis.
CoRR
Hao Tang, Guolei Sun, Nicu Sebe, Luc Van Gool
2023 A* conf
Indiscernible Object Counting in Underwater Scenes.
CVPR
Guolei Sun, Zhaochong An, Yun Liu, Ce Liu, Christos Sakaridis, Deng-Ping Fan, Luc Van Gool
2023 J jnl
Indiscernible Object Counting in Underwater Scenes.
CoRR
Guolei Sun, Zhaochong An, Yun Liu, Ce Liu, Christos Sakaridis, Deng-Ping Fan, Luc Van Gool
2023 A* conf
Object Segmentation by Mining Cross-Modal Semantics.
ACM Multimedia
Zongwei Wu, Jingjing Wang, Zhuyun Zhou, Zhaochong An, Qiuping Jiang, Cédric Demonceaux, Guolei Sun, Radu Timofte
2023 J jnl
Object Segmentation by Mining Cross-Modal Semantics.
CoRR
Zongwei Wu, Jingjing Wang, Zhuyun Zhou, Zhaochong An, Qiuping Jiang, Cédric Demonceaux, Guolei Sun, Radu Timofte
2023 A conf
Temporal-aware Hierarchical Mask Classification for Video Semantic Segmentation.
BMVC
Zhaochong An, Guolei Sun, Zongwei Wu, Hao Tang, Luc Van Gool
2023 J jnl
Temporal-aware Hierarchical Mask Classification for Video Semantic Segmentation.
CoRR
Zhaochong An, Guolei Sun, Zongwei Wu, Hao Tang, Luc Van Gool
2022 A* conf
Coarse-to-Fine Feature Mining for Video Semantic Segmentation.
CVPR
Guolei Sun, Yun Liu, Henghui Ding, Thomas Probst, Luc Van Gool
2022 J jnl
Coarse-to-Fine Feature Mining for Video Semantic Segmentation.
CoRR
Guolei Sun, Yun Liu, Henghui Ding, Thomas Probst, Luc Van Gool
2022 — conf
Mining Relations Among Cross-Frame Affinities for Video Semantic Segmentation.
ECCV (34)
Guolei Sun, Yun Liu, Hao Tang, Ajad Chhatkuli, Le Zhang, Luc Van Gool
2022 J jnl
Mining Relations among Cross-Frame Affinities for Video Semantic Segmentation.
CoRR
Guolei Sun, Yun Liu, Hao Tang, Ajad Chhatkuli, Le Zhang, Luc Van Gool
2022 J jnl
Towards Partial Supervision for Generic Object Counting in Natural Scenes.
IEEE Trans. Pattern Anal. Mach. Intell.
Hisham Cholakkal, Guolei Sun, Salman H. Khan, Fahad Shahbaz Khan, Ling Shao, Luc Van Gool
2021 J jnl
Boosting Crowd Counting with Transformers.
CoRR
Guolei Sun, Yun Liu, Thomas Probst, Danda Pani Paudel, Nikola Popovic, Luc Van Gool
2021 J jnl
Boosting Few-shot Semantic Segmentation with Transformers.
CoRR
Guolei Sun, Yun Liu, Jingyun Liang, Luc Van Gool
2021 A* conf
CompositeTasking: Understanding Images by Spatial Composition of Tasks.
CVPR
Nikola Popovic, Danda Pani Paudel, Thomas Probst, Guolei Sun, Luc Van Gool
2021 A* conf
Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution.
ICCV
Jingyun Liang, Guolei Sun, Kai Zhang, Luc Van Gool, Radu Timofte
2021 J jnl
Mutual Affine Network for Spatially Variant Kernel Estimation in Blind Image Super-Resolution.
CoRR
Jingyun Liang, Guolei Sun, Kai Zhang, Luc Van Gool, Radu Timofte
2021 — conf
SwinIR: Image Restoration Using Swin Transformer.
ICCVW
Jingyun Liang, Jiezhang Cao, Guolei Sun, Kai Zhang, Luc Van Gool, Radu Timofte
2021 J jnl
SwinIR: Image Restoration Using Swin Transformer.
CoRR
Jingyun Liang, Jiezhang Cao, Guolei Sun, Kai Zhang, Luc Van Gool, Radu Timofte
2021 A* conf
Task Switching Network for Multi-task Learning.
ICCV
Guolei Sun, Thomas Probst, Danda Pani Paudel, Nikola Popovic, Menelaos Kanakis, Jagruti Patel, Dengxin Dai, Luc Van Gool
2021 J jnl
Transformer in Convolutional Neural Networks.
CoRR
Yun Liu, Guolei Sun, Yu Qiu, Le Zhang, Ajad Chhatkuli, Luc Van Gool
2020 A* conf
Camouflaged Object Detection.
CVPR
Deng-Ping Fan, Ge-Peng Ji, Guolei Sun, Ming-Ming Cheng, Jianbing Shen, Ling Shao
2020 J jnl
CompositeTasking: Understanding Images by Spatial Composition of Tasks.
CoRR
Nikola Popovic, Danda Pani Paudel, Thomas Probst, Guolei Sun, Luc Van Gool
2020 A* conf
Fine-Grained Recognition: Accounting for Subtle Differences between Similar Classes.
AAAI
Guolei Sun, Hisham Cholakkal, Salman H. Khan, Fahad Shahbaz Khan, Ling Shao
2020 — conf
Fixing Localization Errors to Improve Image Classification.
ECCV (25)
Guolei Sun, Salman H. Khan, Wen Li, Hisham Cholakkal, Fahad Shahbaz Khan, Luc Van Gool
2020 J jnl
LID 2020: The Learning from Imperfect Data Challenge Results.
CoRR
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
2020 — conf
Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation.
ECCV (2)
Guolei Sun, Wenguan Wang, Jifeng Dai, Luc Van Gool
2020 J jnl
Mining Cross-Image Semantics for Weakly Supervised Semantic Segmentation.
CoRR
Guolei Sun, Wenguan Wang, Jifeng Dai, Luc Van Gool
2019 — conf
A Novel Framework for Node/Edge Attributed Graph Embedding.
PAKDD (3)
Guolei Sun, Xiangliang Zhang
2019 J jnl
Fine-grained Recognition: Accounting for Subtle Differences between Similar Classes.
CoRR
Guolei Sun, Hisham Cholakkal, Salman H. Khan, Fahad Shahbaz Khan, Ling Shao
2019 A* conf
Object Counting and Instance Segmentation With Image-Level Supervision.
CVPR
Hisham Cholakkal, Guolei Sun, Fahad Shahbaz Khan, Ling Shao
2019 J jnl
Object Counting and Instance Segmentation with Image-level Supervision.
CoRR
Hisham Cholakkal, Guolei Sun, Fahad Shahbaz Khan, Ling Shao
2019 J jnl
Towards Partial Supervision for Generic Object Counting in Natural Scenes.
CoRR
Hisham Cholakkal, Guolei Sun, Salman H. Khan, Fahad Shahbaz Khan, Ling Shao, Luc Van Gool
2019 — conf
iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images.
CVPR Workshops
Syed Waqas Zamir, Aditya Arora, Akshita Gupta, Salman H. Khan, Guolei Sun, Fahad Shahbaz Khan, Fan Zhu, Ling Shao, Gui-Song Xia, Xiang Bai
2019 J jnl
iSAID: A Large-scale Dataset for Instance Segmentation in Aerial Images.
CoRR
Syed Waqas Zamir, Aditya Arora, Akshita Gupta, Salman H. Khan, Guolei Sun, Fahad Shahbaz Khan, Fan Zhu, Ling Shao, Gui-Song Xia, Xiang Bai
2018 A* conf
Multi-label Learning with Highly Incomplete Data via Collaborative Embedding.
KDD
Yufei Han, Guolei Sun, Yun Shen, Xiangliang Zhang
2018 A* conf
WalkRanker: A Unified Pairwise Ranking Model With Multiple Relations for Item Recommendation.
AAAI
Lu Yu, Chuxu Zhang, Shichao Pei, Guolei Sun, Xiangliang Zhang
2017 J jnl
Graph Embedding with Rich Information through Bipartite Heterogeneous Network.
CoRR
Guolei Sun, Xiangliang Zhang