Guolei Sun

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Luc Van Goolprofessor computer vision ETH Zurich,KU Leuven,INSAIT,Head Toyota Lab TRACE @KUL&ETHVerified email at ethz.ch
Radu TimofteHumboldt Professor for AI and Computer Vision, University of WürzburgVerified email at uni-wuerzburg.de
Ling Shao, Fellow of IEEE/IAPRGeneral Terminus Technologies; Former CEO of IIAI, Initiator/Provost & EVP of MBZUAIVerified email at inceptioniai.org
Fahad Shahbaz KhanMBZUAI, Linköping University SwedenVerified email at cvc.uab.es
Jingyun LiangETH ZurichVerified email at vision.ee.ethz.ch
Kai ZhangETH ZurichVerified email at vision.ee.ethz.ch
Yun LiuInstitute for Infocomm Research (I2R), A*STARVerified email at vision.ee.ethz.ch
Hisham CholakkalMohamed bin Zayed University of Artificial Intelligence (MBZUAI)Verified email at mbzuai.ac.ae
Salman KhanMBZUAI, Australian National UniversityVerified email at anu.edu.au
Deng-Ping FanProfessor, Nankai University | ETH Zurich | IIAIVerified email at mail.nankai.edu.cn
Wenguan WangZhejiang UniversityVerified email at zju.edu.cn
Thomas ProbstETH ZurichVerified email at vision.ee.ethz.ch
Nikola PopovicPhD Candidate, ETH ZürichVerified email at vision.ee.ethz.ch
Danda Pani PaudelINSAIT Sofia & ETH ZurichVerified email at vision.ee.ethz.ch
Ming-Ming ChengProfessor of Computer Science, Nankai UniversityVerified email at nankai.edu.cn
Ajad ChhatkuliETH ZurichVerified email at vision.ee.ethz.ch
Jifeng DaiAssociate Professor of EE, Tsinghua University; Adjuct Researcher of Shanghai AI LaboratoryVerified email at tsinghua.edu.cn
Dengxin DaiDirector of Research, Huawei Zurich Research CenterVerified email at huawei.com
Hao TangCarnegie Mellon University | ETH Zurich | University of Oxford | University of Trento | PKU | IIAIVerified email at andrew.cmu.edu
Henghui DingNanyang Technological UniversityVerified email at ethz.ch

Guolei Sun

ETH Zurich

Verified email at vision.ee.ethz.ch - Homepage

Computer Vision Segmentation Low-level Vision Deep Learning


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SwinIR: Image restoration using swin transformer J Liang, J Cao, G Sun, K Zhang, L Van Gool, R Timofte ICCVW 2021, 2021	1514	2021
Camouflaged object detection DP Fan, GP Ji, G Sun, MM Cheng, J Shen, L Shao CVPR 2020 (Oral), 2020	371	2020
Mining cross-image semantics for weakly supervised semantic segmentation G Sun, W Wang, J Dai, L Van Gool ECCV 2020 (Oral), 2020	268	2020
isaid: A large-scale dataset for instance segmentation in aerial images S Waqas Zamir, A Arora, A Gupta, S Khan, G Sun, F Shahbaz Khan, F Zhu, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019	240	2019
Object Counting and Instance Segmentation with Image-level Supervision H Cholakkal, G Sun, FS Khan, L Shao CVPR 2019, 2019	127*	2019
Fine-grained Recognition: Accounting for Subtle Differences between Similar Classes G Sun, H Cholakkal, S Khan, FS Khan, L Shao AAAI 2020, 2020	106	2020
Mutual affine network for spatially variant kernel estimation in blind image super-resolution J Liang, G Sun, K Zhang, L Van Gool, R Timofte ICCV 2021, 2021	75	2021
Transformer in convolutional neural networks Y Liu, G Sun, Y Qiu, L Zhang, A Chhatkuli, L Van Gool arXiv preprint arXiv:2106.03180 3, 2021	69*	2021
Walkranker: A unified pairwise ranking model with multiple relations for item recommendation L Yu, C Zhang, S Pei, G Sun, X Zhang AAAI 32 (1), 2018	53	2018
Boosting crowd counting with transformers G Sun, Y Liu, T Probst, DP Paudel, N Popovic, L Van Gool Machine Intelligence Research (MIR), 2023	50	2023
Looking beyond single images for weakly supervised semantic segmentation learning W Wang, G Sun, L Van Gool IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022	35	2022
Task switching network for multi-task learning G Sun, T Probst, DP Paudel, N Popović, M Kanakis, J Patel, D Dai, ... Proceedings of the IEEE/CVF international conference on computer vision …, 2021	35	2021
Coarse-to-Fine Feature Mining for Video Semantic Segmentation G Sun, Y Liu, H Ding, T Probst, L Van Gool CVPR 2022, 2022	27	2022
A novel framework for node/edge attributed graph embedding G Sun, X Zhang Advances in Knowledge Discovery and Data Mining: 23rd Pacific-Asia …, 2019	27*	2019
Multi-label learning with highly incomplete data via collaborative embedding Y Han, G Sun, Y Shen, X Zhang KDD 2018, 1494-1503, 2018	20	2018
Towards Partial Supervision for Generic Object Counting in Natural Scenes H Cholakkal, G Sun, S Khan, FS Khan, L Shao, L Van Gool TPAMI 2020, 2020	14	2020
Fixing Localization Errors to Improve Image Classification G Sun, S Khan, W Li, H Cholakkal, F Shahbaz, L Van Gool ECCV 2020, 2020	12	2020
Mining Relations among Cross-Frame Affinities for Video Semantic Segmentation G Sun, Y Liu, H Tang, A Chhatkuli, L Zhang, L Van Gool ECCV 2022, 2022	11	2022
Boosting few-shot semantic segmentation with transformers G Sun, Y Liu, J Liang, L Van Gool arXiv preprint arXiv:2108.02266, 2021	10	2021
CompositeTasking: Understanding Images by Spatial Composition of Tasks N Popovic, DP Paudel, T Probst, G Sun, L Van Gool CVPR 2021, 2021	6	2021

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