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SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers

31 May 2021

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Papers citing "SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers"

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Title
Pulling Target to Source: A New Perspective on Domain Adaptive Semantic Segmentation Haochen Wang Yujun Shen Jingjing Fei Wei Li Liwei Wu Yuxi Wang Zhaoxiang Zhang OOD 101 7 0 23 May 2023
VDD: Varied Drone Dataset for Semantic Segmentation Wenxiao Cai Ke Jin Jinyan Hou Cong Guo Letian Wu Wankou Yang 80 13 0 23 May 2023
Generalizable Synthetic Image Detection via Language-guided Contrastive Learning Haiwei Wu Jiantao Zhou Shile Zhang 205 30 0 23 May 2023
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation Jian Ding Nan Xue Guisong Xia Bernt Schiele Dengxin Dai ViT 82 32 0 22 May 2023
Ultra-High Resolution Segmentation with Ultra-Rich Context: A Novel Benchmark Deyi Ji Feng Zhao Hongtao Lu Mingyuan Tao Jieping Ye AI4TS 78 27 0 18 May 2023
Advancing Incremental Few-shot Semantic Segmentation via Semantic-guided Relation Alignment and Adaptation Yuanen Zhou Xin Chen Yanrong Guo Shijie Hao Richang Hong Qi Tian CLL 92 4 0 18 May 2023
Boost Vision Transformer with GPU-Friendly Sparsity and Quantization Chong Yu Tao Chen Zhongxue Gan Jiayuan Fan MQ ViT 78 25 0 18 May 2023
SAM for Poultry Science Xiao Yang Haixing Dai Zihao Wu R. Bist S. Subedi Jin Sun Guoyu Lu Changying Li Tianming Liu L. Chai VLM 81 11 0 17 May 2023
ICDAR 2023 Competition on Hierarchical Text Detection and Recognition Shangbang Long Siyang Qin Dmitry Panteleev Alessandro Bissacco Yasuhisa Fujii Michalis Raptis VLM 115 20 0 16 May 2023
Concurrent Misclassification and Out-of-Distribution Detection for Semantic Segmentation via Energy-Based Normalizing Flow Denis A. Gudovskiy Tomoyuki Okuno Yohei Nakata 92 7 0 16 May 2023
Not All Pixels Are Equal: Learning Pixel Hardness for Semantic Segmentation Xin Xiao Daiguo Zhou Jiagao Hu Yi Hu Yongchao Xu 78 2 0 15 May 2023
A Comprehensive Survey on Segment Anything Model for Vision and Beyond Chunhui Zhang Li Liu Yawen Cui Guanjie Huang Weilin Lin Yiqian Yang Yuehong Hu VLM 102 100 0 14 May 2023
Bi-level Dynamic Learning for Jointly Multi-modality Image Fusion and Beyond Zhu Liu Jinyuan Liu Guanyao Wu Long Ma Xin-Yue Fan Risheng Liu 89 36 0 11 May 2023
Radious: Unveiling the Enigma of Dental Radiology with BEIT Adaptor and Mask2Former in Semantic Segmentation M. Mashayekhi Sara Ahmadi Majd Arian Amiramjadi Babak Mashayekhi 25 0 0 10 May 2023
Dual flow fusion model for concrete surface crack segmentation Yuwei Duan 48 1 0 09 May 2023
Understanding Gaussian Attention Bias of Vision Transformers Using Effective Receptive Fields Bum Jun Kim Hyeyeon Choi Hyeonah Jang Sang Woo Kim ViT 56 3 0 08 May 2023
Degradation-Noise-Aware Deep Unfolding Transformer for Hyperspectral Image Denoising Haijin Zeng Jingyun Liang Kai Feng Shaoguang Huang Hongyan Zhang H. Luong Wilfried Philips ViT 93 8 0 06 May 2023
Semantic Segmentation using Vision Transformers: A survey Hans Thisanke Chamli Deshan K. Chamith Sachith Seneviratne Rajith Vidanaarachchi Damayanthi Herath ViT 87 159 0 05 May 2023
Personalize Segment Anything Model with One Shot Renrui Zhang Zhengkai Jiang Ziyu Guo Shilin Yan Junting Pan Xianzheng Ma Hao Dong Peng Gao Hongsheng Li MLLM VLM 109 218 0 04 May 2023
Adversarially-Guided Portrait Matting Sergej Chicherin Karen Efremyan 104 3 0 04 May 2023
FUSegNet: A Deep Convolutional Neural Network for Foot Ulcer Segmentation M. K. Dhar Taiyu Zhang Yash J. Patel Sandeep Gopalakrishnan Zeyun Yu MedIm FedML 82 25 0 04 May 2023
MTLSegFormer: Multi-task Learning with Transformers for Semantic Segmentation in Precision Agriculture D. Gonçalves J. M. Junior Pedro Zamboni H. Pistori Jonathan Li Keiller Nogueira W. Gonçalves 74 7 0 04 May 2023
Prompt-ICM: A Unified Framework towards Image Coding for Machines with Task-driven Prompts Ruoyu Feng Jinming Liu Xin Jin Xiaohan Pan Heming Sun Zhibo Chen VLM 112 13 0 04 May 2023
Semantically Structured Image Compression via Irregular Group-Based Decoupling V. Sheoran Yixin Gao Shreyansh Joshi Tanisha R. Bhayani Zhibo Chen 206 14 0 04 May 2023
Real-Time Radiance Fields for Single-Image Portrait View Synthesis Alex Trevithick Matthew Chan Michael Stengel E. R. Chan Chao Liu Zhiding Yu S. Khamis Manmohan Chandraker R. Ramamoorthi Koki Nagano 3DH 122 66 0 03 May 2023
CLUSTSEG: Clustering for Universal Segmentation James Liang Tianfei Zhou Dongfang Liu Wenguan Wang VLM 130 49 0 03 May 2023
AxWin Transformer: A Context-Aware Vision Transformer Backbone with Axial Windows Fangjian Lin Yizhe Ma Sitong Wu Long Yu Sheng Tian ViT 31 5 0 02 May 2023
LCAUnet: A skin lesion segmentation network with enhanced edge and body fusion Qisen Ma Keming Mao Gao Wang Lisheng Xu Yuhai Zhao 69 3 0 01 May 2023
PRSeg: A Lightweight Patch Rotate MLP Decoder for Semantic Segmentation Yizhe Ma Fangjian Lin Sitong Wu Sheng Tian Long Yu 92 12 0 01 May 2023
NeRF-LiDAR: Generating Realistic LiDAR Point Clouds with Neural Radiance Fields Junge Zhang Feihu Zhang Shaochen Kuang Li Zhang 3DPC 151 41 0 28 Apr 2023
EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation Suman Saha Lukas Hoyer Anton Obukhov Dengxin Dai Luc Van Gool 116 15 0 27 Apr 2023
UniNeXt: Exploring A Unified Architecture for Vision Recognition Fangjian Lin Jianlong Yuan Sitong Wu Fan Wang Zhibin Wang ViT 76 14 0 26 Apr 2023
Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool AI4CE OOD 131 26 0 26 Apr 2023
EasyPortrait -- Face Parsing and Portrait Segmentation Dataset Karina Kvanchiani Elizaveta Petrova Karen Efremyan Alexander Sautin A. Kapitanov 3DH CVBM 70 0 0 26 Apr 2023
Compensation Learning in Semantic Segmentation Timo Kaiser Christoph Reinders Bodo Rosenhahn NoLa 71 3 0 26 Apr 2023
CompletionFormer: Depth Completion with Convolutions and Vision Transformers Youming Zhang Xianda Guo Poggi Matteo Zheng Zhu Guan Huang S. Mattoccia MDE ViT 106 103 0 25 Apr 2023
STM-UNet: An Efficient U-shaped Architecture Based on Swin Transformer and Multi-scale MLP for Medical Image Segmentation Lei Shi Tianyu Gao Zheng Zhang Junxing Zhang ViT MedIm 24 8 0 25 Apr 2023
AutoFocusFormer: Image Segmentation off the Grid Chen Ziwen K. Patnaik Shuangfei Zhai Alvin Wan Zhile Ren Alex Schwing Alex Colburn Li Fuxin 103 12 0 24 Apr 2023
Segment Anything in 3D with Radiance Fields Jiazhong Cen Jiemin Fang Zanwei Zhou Chen Yang Lingxi Xie Xiaopeng Zhang Wei Shen Qi Tian 122 44 0 24 Apr 2023
Augmentation-based Domain Generalization for Semantic Segmentation Manuel Schwonberg Fadoua El Bouazati Nico M. Schmidt Hanno Gottschalk 99 8 0 24 Apr 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 52 4 0 24 Apr 2023
Survey on Unsupervised Domain Adaptation for Semantic Segmentation for Visual Perception in Automated Driving Manuel Schwonberg J. Niemeijer Jan-Aike Termöhlen Jörg P. Schäfer Nico M. Schmidt Hanno Gottschalk Tim Fingscheidt OOD AI4CE 97 36 0 24 Apr 2023
Self-supervised Learning by View Synthesis Shaoteng Liu Xiangyu Zhang T. Hu Jiaya Jia 3DV ViT 110 1 0 22 Apr 2023
Advances in Deep Concealed Scene Understanding Deng-Ping Fan Ge-Peng Ji Peng Xu Ming-Ming Cheng Daniel Gehrig Luc Van Gool 103 74 0 21 Apr 2023
Missing Modality Robustness in Semi-Supervised Multi-Modal Semantic Segmentation Harsh Maheshwari Yen-Cheng Liu Z. Kira 68 17 0 21 Apr 2023
Segment Anything Model for Medical Image Analysis: an Experimental Study Maciej A. Mazurowski Haoyu Dong Han Gu Jichen Yang Nicholas Konz Yixin Zhang MedIm VLM 117 513 0 20 Apr 2023
Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review Shanliang Yao Runwei Guan Xiaoyu Huang Zhuoxiao Li Xiangyu Sha ... Eng Gee Lim H. Seo Ka Lok Man Xiaohui Zhu Yutao Yue 134 107 0 20 Apr 2023
Transformer-Based Visual Segmentation: A Survey Xiangtai Li Henghui Ding Haobo Yuan Wenwei Zhang Jiangmiao Pang Guangliang Cheng Kai-xiang Chen Ziwei Liu Chen Change Loy ViT MedIm 170 147 0 19 Apr 2023
Boosting Semantic Segmentation with Semantic Boundaries Haruya Ishikawa Y. Aoki 60 4 0 19 Apr 2023
SAM Fails to Segment Anything? -- SAM-Adapter: Adapting SAM in Underperformed Scenes: Camouflage, Shadow, Medical Image Segmentation, and More Tianrun Chen Lanyun Zhu Chao Ding Runlong Cao Yan Wang Ziyue Li Lingyun Sun Papa Mao Ying Zang VLM 66 56 0 18 Apr 2023