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Lawin Transformer: Improving Semantic Segmentation Transformer with Multi-Scale Representations via Large Window Attention

5 January 2022

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Papers citing "Lawin Transformer: Improving Semantic Segmentation Transformer with Multi-Scale Representations via Large Window Attention"

31 / 31 papers shown

Title
Colorectal Cancer Tumor Grade Segmentation in Digital Histopathology Images: From Giga to Mini Challenge Alper Bahcekapili Duygu Arslan Umut Ozdemir Berkay Ozkirli Emre Akbas ... Luc Téot Fahad Alsharekh Shahad Alghannam Hexiang Mao Wenhua Zhang 182 0 0 07 Jul 2025
SIGHT: Synthesizing Image-Text Conditioned and Geometry-Guided 3D Hand-Object Trajectories Alexey Gavryushin Florian Redhardt Gaia Di Lorenzo Luc Van Gool Marc Pollefeys Kaichun Mo 274 1 0 28 Mar 2025
HAFormer: Unleashing the Power of Hierarchy-Aware Features for Lightweight Semantic Segmentation Guoan Xu Wenjing Jia Tao Wu Ligeng Chen Guangwei Gao ViT 223 23 0 10 Jul 2024
DocParseNet: Advanced Semantic Segmentation and OCR Embeddings for Efficient Scanned Document Annotation Ahmad Mohammadshirazi Ali Nosrati Firoozsalari Mengxi Zhou Dheeraj Kulshrestha R. Ramnath 230 2 0 25 Jun 2024
MarsSeg: Mars Surface Semantic Segmentation with Multi-level Extractor and Connector Junbo Li Keyan Chen Gengju Tian Lu Li Z. Shi 219 2 0 05 Apr 2024
Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights Moein Heidari Reza Azad Sina Ghorbani Kolahi René Arimond Leon Niggemeier ... Afshin Bozorgpour Ehsan Khodapanah Aghdam Amirhossein Kazerouni Ilker Hacihaliloglu Dorit Merhof 258 14 0 28 Mar 2024
A Decoding Scheme with Successive Aggregation of Multi-Level Features for Light-Weight Semantic Segmentation Jiwon Yoo Jangwon Lee Gyeonghwan Kim 201 0 0 17 Feb 2024
SERNet-Former: Semantic Segmentation by Efficient Residual Network with Attention-Boosting Gates and Attention-Fusion Networks Serdar Erişen SSeg 477 21 0 28 Jan 2024
UP-CrackNet: Unsupervised Pixel-Wise Road Crack Detection via Adversarial Image Restoration Nachuan Ma Rui Fan Lihua Xie 165 27 0 28 Jan 2024
StarCraftImage: A Dataset For Prototyping Spatial Reasoning Methods For Multi-Agent EnvironmentsComputer Vision and Pattern Recognition (CVPR), 2023 Sean Kulinski Nicholas R. Waytowich James Z. Hare David I. Inouye 218 4 0 09 Jan 2024
Improving Normalization with the James-Stein EstimatorIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023 Seyedalireza Khoshsirat Chandra Kambhamettu 157 8 0 01 Dec 2023
Cross-level Attention with Overlapped Windows for Camouflaged Object Detection Jiepan Li Fangxiao Lu Nan Xue Zhuo Li Hongyan Zhang Wei He 202 2 0 28 Nov 2023
P2AT: Pyramid Pooling Axial Transformer for Real-time Semantic SegmentationExpert systems with applications (ESWA), 2023 Mohammed A. M. Elhassan Changjun Zhou Amina Benabid Abuzar B. M. Adam ViT 184 19 0 23 Oct 2023
Minimalist and High-Performance Semantic Segmentation with Plain Vision Transformers Yuanduo Hong Jue Wang Weichao Sun Huihui Pan VLM ViT 207 7 0 19 Oct 2023
Transferable Attack for Semantic Segmentation Mengqi He Jing Zhang Zhaoyuan Yang Mingyi He Nick Barnes Yuchao Dai 193 2 0 31 Jul 2023
Disentangle then Parse:Night-time Semantic Segmentation with Illumination DisentanglementIEEE International Conference on Computer Vision (ICCV), 2023 Zhixiang Wei Lin Chen Tao Tu Huajun Chen Pengyang Ling Yi Jin 160 11 0 18 Jul 2023
Diabetic Foot Ulcer Grand Challenge 2022 Summary Connah Kendrick B. Cassidy N. Reeves Joseph M Pappachan C. O'Shea Vishnu Chandrabalan Moi Hoon Yap 148 4 0 24 Apr 2023
Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive ReviewIEEE Transactions on Intelligent Vehicles (TIV), 2023 Shanliang Yao Runwei Guan Xiaoyu Huang Zhuoxiao Li Xiangyu Sha ... Eng Gee Lim H. Seo Ka Lok Man Xiaohui Zhu Yutao Yue 228 170 0 20 Apr 2023
Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNN Guoan Xu Juncheng Li Guangwei Gao Huimin Lu Jian Yang Dong Yue ViT 174 98 0 21 Feb 2023
Representation Separation for Semantic Segmentation with Vision Transformers Yuanduo Hong Huihui Pan Weichao Sun Xinghu Yu Huijun Gao ViT 160 5 0 28 Dec 2022
Mutual Information Learned Classifiers: an Information-theoretic Viewpoint of Training Deep Learning Classification Systems Xiaodong Wu Q. Zhang Zhenji Chen Qiaoan Liu Weizhuo Shao SSL FedML 139 3 0 21 Sep 2022
HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentation Ting-Yu Liao Ching-Hui Yang Y. Lo Kuan-Ying Lai Po-Huai Shen Youn-Long Lin 103 22 0 15 Sep 2022
Probing Contextual Diversity for Dense Out-of-Distribution Detection Silvio Galesso M. A. Bravo Mehdi Naouar Thomas Brox 184 4 0 30 Aug 2022
AI and 6G into the Metaverse: Fundamentals, Challenges and Future Research TrendsIEEE Open Journal of the Communications Society (OJ-COMS), 2022 Muhammad Zawish Fayaz Ali Dharejo Sunder Ali Khowaja Saleem Raza Steven Davy Kapal Dev P. Bellavista 200 112 0 23 Aug 2022
Real Time Egocentric Segmentation for Video-self Avatar in Mixed Reality Ester González-Sosa Andrija Gajic Diego Gonzalez Morin G. Robledo Pablo Pérez Á. Villegas 155 10 0 04 Jul 2022
Transformer Scale Gate for Semantic SegmentationComputer Vision and Pattern Recognition (CVPR), 2022 Hengcan Shi Munawar Hayat Jianfei Cai ViT 197 29 0 14 May 2022
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning Xinyu Luo Kailai Li Kailun Yang Alina Roitberg Kunyu Peng Rainer Stiefelhagen 130 10 0 19 Mar 2022
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers Kailai Li Huayao Liu Kailun Yang Xinxin Hu Ruiping Liu Rainer Stiefelhagen ViT 353 492 0 09 Mar 2022
Borrowing from yourself: Faster future video segmentation with partial channel updateInternational Conference on Pattern Recognition (ICPR), 2022 Evann Courdier Franccois Fleuret 218 0 0 11 Feb 2022
On the Relationship between Self-Attention and Convolutional LayersInternational Conference on Learning Representations (ICLR), 2019 Jean-Baptiste Cordonnier Andreas Loukas Martin Jaggi 525 601 0 08 Nov 2019
Xception: Deep Learning with Depthwise Separable ConvolutionsComputer Vision and Pattern Recognition (CVPR), 2016 François Chollet MDE BDL PINN 2.7K 16,518 0 07 Oct 2016