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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
The Treasure Beneath Multiple Annotations: An Uncertainty-aware Edge Detector Caixia Zhou Yaping Huang Mengyang Pu Q. Guan Li Huang Haibin Ling UQCV 80 37 0 21 Mar 2023
Learning Context-aware Classifier for Semantic Segmentation Zhuotao Tian Jiequan Cui Li Jiang Xiaojuan Qi Xin Lai Yixin Chen Shu Liu Jiaya Jia 131 24 0 21 Mar 2023
CAFS: Class Adaptive Framework for Semi-Supervised Semantic Segmentation Jingi Ju Hyeoncheol Noh Yooseung Wang Min-seok Seo Dong-Geol Choi 71 4 0 21 Mar 2023
Texture Learning Domain Randomization for Domain Generalized Segmentation Sunghwan Kim Dae-Hwan Kim Hoseong Kim 93 18 0 21 Mar 2023
ScribbleSeg: Scribble-based Interactive Image Segmentation Xi Chen Yau Shing Jonathan Cheung Ser-Nam Lim Hengshuang Zhao 77 11 0 20 Mar 2023
Generative Semantic Segmentation Jia-Qing Chen Jiachen Lu Xiatian Zhu Li Zhang GAN ISeg VLM 77 40 0 20 Mar 2023
Reliability in Semantic Segmentation: Are We on the Right Track? Pau de Jorge Riccardo Volpi Philip Torr Grégory Rogez UQCV 65 21 0 20 Mar 2023
Robustifying Token Attention for Vision Transformers Yong Guo David Stutz Bernt Schiele ViT 109 25 0 20 Mar 2023
A Dual-branch Self-supervised Representation Learning Framework for Tumour Segmentation in Whole Slide Images Hao Wang Euijoon Ahn Jinman Kim 72 8 0 20 Mar 2023
Explicit Visual Prompting for Low-Level Structure Segmentations Weihuang Liu Xi Shen Chi-Man Pun Xiaodong Cun VPVLM VLM 92 121 0 20 Mar 2023
Weakly-Supervised Text Instance Segmentation Xinyan Zu Haiyang Yu Bin Li Xiangyang Xue ISeg 92 6 0 20 Mar 2023
MECPformer: Multi-estimations Complementary Patch with CNN-Transformers for Weakly Supervised Semantic Segmentation Chunmeng Liu Guang-pu Li Yao Shen Ruiqi Wang ViT 121 7 0 19 Mar 2023
Edge-aware Plug-and-play Scheme for Semantic Segmentation Jianye Yi Xiaopin Zhong Weixiang Liu Wenxuan Zhu Zongze Wu Yuanlong Deng 94 1 0 18 Mar 2023
Star-Net: Improving Single Image Desnowing Model With More Efficient Connection and Diverse Feature Interaction Jia-ju Mao Yuan Chang Xuesong Yin Binling Nie 49 1 0 17 Mar 2023
Semantic Scene Completion with Cleaner Self Fengyun Wang Dong Zhang Hanwang Zhang Jinhui Tang Qianru Sun 72 12 0 17 Mar 2023
DUDES: Deep Uncertainty Distillation using Ensembles for Semantic Segmentation S. Landgraf Kira Wursthorn Markus Hillemann Markus Ulrich UQCV 57 11 0 17 Mar 2023
Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction Senqiao Yang Jiarui Wu Jiaming Liu Xiaoqi Li Qizhe Zhang Mingjie Pan Yulu Gan Zehui Chen Shanghang Zhang MDE VLM 96 20 0 17 Mar 2023
SRFormer: Permuted Self-Attention for Single Image Super-Resolution Yupeng Zhou Zerui Li Chunle Guo S. Bai Ming-Ming Cheng Qibin Hou 32 33 0 17 Mar 2023
DiffIR: Efficient Diffusion Model for Image Restoration Bin Xia Yulun Zhang Shiyin Wang Yitong Wang Xing Wu Yapeng Tian Wenming Yang Luc Van Gool DiffM 122 227 0 16 Mar 2023
Unifying Top-down and Bottom-up Scanpath Prediction Using Transformers Zhibo Yang Sounak Mondal Seoyoung Ahn Ruoyu Xue G. Zelinsky Minh Hoai Dimitris Samaras 47 12 0 16 Mar 2023
Global Knowledge Calibration for Fast Open-Vocabulary Segmentation Kunyang Han Yong-Jin Liu Jun Hao Liew Henghui Ding Yunchao Wei ... Yitong Wang Yansong Tang Yujiu Yang Jiashi Feng Yao-Min Zhao VLM 96 40 0 16 Mar 2023
SpiderMesh: Spatial-aware Demand-guided Recursive Meshing for RGB-T Semantic Segmentation Siqi Fan Zhe Wang Yan Wang Jingjing Liu 92 8 0 15 Mar 2023
High-level Feature Guided Decoding for Semantic Segmentation Ye Huang Di Kang Shenghua Gao Wen Li Lixin Duan 121 0 0 15 Mar 2023
MSeg3D: Multi-modal 3D Semantic Segmentation for Autonomous Driving Jiale Li Hang Dai Hao Han Yong Ding 3DPC 108 72 0 15 Mar 2023
Guided Slot Attention for Unsupervised Video Object Segmentation Minhyeok Lee Suhwan Cho Dogyoon Lee Chaewon Park Jungho Lee Sangyoun Lee VOS 139 11 0 15 Mar 2023
A Simple Framework for Open-Vocabulary Segmentation and Detection Hao Zhang Feng Li Xueyan Zou Siyi Liu Chun-yue Li Jianfeng Gao Jianwei Yang Lei Zhang ObjD VLM 93 162 0 14 Mar 2023
LoG-CAN: local-global Class-aware Network for semantic segmentation of remote sensing images Xiaowen Ma Mengting Ma Chenlu Hu Zhiyuan Song Zi-Shu Zhao Tian Feng Wei Zhang 100 13 0 14 Mar 2023
MP-Former: Mask-Piloted Transformer for Image Segmentation Hao Zhang Feng Li Hu-Sheng Xu Shijia Huang Siyi Liu L. Ni Lei Zhang ViT MedIm 111 60 0 13 Mar 2023
Efficient Semantic Segmentation by Altering Resolutions for Compressed Videos Yubin Hu Yuze He Yanghao Li Jisheng Li Yuxing Han Jiangtao Wen Yang Liu VOS 69 13 0 13 Mar 2023
DEHRFormer: Real-time Transformer for Depth Estimation and Haze Removal from Varicolored Haze Scenes Sixiang Chen Tian-Chun Ye Jun Shi Yun-Peng Liu J. Jiang Erkang Chen Peng Chen ViT 65 13 0 13 Mar 2023
Towards Universal Vision-language Omni-supervised Segmentation Bowen Dong Jiaxi Gu Jianhua Han Hang Xu W. Zuo VLM 100 1 0 12 Mar 2023
Xformer: Hybrid X-Shaped Transformer for Image Denoising Jiale Zhang Yulun Zhang Jinjin Gu Jiahua Dong Lingyu Kong Xiaokang Yang ViT 84 29 0 11 Mar 2023
Recursive Generalization Transformer for Image Super-Resolution Zheng Chen Yulun Zhang Jinjin Gu Lingyu Kong Xiaokang Yang ViT 110 32 0 11 Mar 2023
HumanBench: Towards General Human-centric Perception with Projector Assisted Pretraining Shixiang Tang Cheng Chen Qingsong Xie Meilin Chen Yizhou Wang ... Feng Zhu Haiyang Yang Li Yi Rui Zhao Wanli Ouyang VLM 105 36 0 10 Mar 2023
CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image Segmentation Shoukun Sun Min Xian Fei Xu L. Capriotti Tiankai Yao 69 19 0 09 Mar 2023
Rethinking Range View Representation for LiDAR Segmentation Lingdong Kong You-Chen Liu Runnan Chen Yuexin Ma Xinge Zhu Yikang Li Yuenan Hou Yu Qiao Ziwei Liu 3DPC 118 121 0 09 Mar 2023
Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation David Brüggemann Daniel Gehrig Tim Brödermann Luc Van Gool VLM 97 14 0 09 Mar 2023
Continuity-Aware Latent Interframe Information Mining for Reliable UAV Tracking Changhong Fu Mutian Cai Sihang Li Kunhan Lu Haobo Zuo Chongjun Liu 89 5 0 08 Mar 2023
A Threefold Review on Deep Semantic Segmentation: Efficiency-oriented, Temporal and Depth-aware design F. M. Barbosa Fernando Santos Osório 62 2 0 08 Mar 2023
Traffic Scene Parsing through the TSP6K Dataset Peng-Tao Jiang Yuqi Yang Yang Cao Qibin Hou Ming-Ming Cheng Chunhua Shen ViT 63 2 0 06 Mar 2023
IDA: Informed Domain Adaptive Semantic Segmentation Zheng Chen Zhengming Ding Jason M. Gregory Lantao Liu 106 10 0 05 Mar 2023
DejaVu: Conditional Regenerative Learning to Enhance Dense Prediction Shubhankar Borse Debasmit Das Hyojin Park H. Cai Risheek Garrepalli Fatih Porikli 116 10 0 02 Mar 2023
Image as Set of Points Xu Ma Yuqian Zhou Huan Wang Can Qin Bin Sun Chang Liu Yun Fu VLM 82 52 0 02 Mar 2023
Delivering Arbitrary-Modal Semantic Segmentation Jiaming Zhang R. Liu Haowen Shi Kailun Yang Simon Reiß Kunyu Peng Haodong Fu Kaiwei Wang Rainer Stiefelhagen VLM 110 100 0 02 Mar 2023
$Deep-NFA: a Deep $\textit{a contrario}$ Framework for Small Object Detection$ Deep-NFA: a Deep $\textit{a contrario}$ Framework for Small Object Detection Alina Ciocarlan S. L. Hégarat-Mascle S. Lefebvre Arnaud Woiselle ObjD 42 9 0 02 Mar 2023
Conflict-Based Cross-View Consistency for Semi-Supervised Semantic Segmentation Zicheng Wang Zhen Zhao Xiaoxia Xing Dong Xu Xiangyu Kong Luping Zhou 95 49 0 02 Mar 2023
Token Contrast for Weakly-Supervised Semantic Segmentation Lixiang Ru Heliang Zheng Yibing Zhan Bo Du ViT 106 91 0 02 Mar 2023
Grid-Centric Traffic Scenario Perception for Autonomous Driving: A Comprehensive Review Yining Shi Kun Jiang Jiusi Li Zelin Qian Jun Wen Mengmeng Yang Ke Wang Diange Yang 161 30 0 02 Mar 2023
Capturing the motion of every joint: 3D human pose and shape estimation with independent tokens Sen Yang Wen Heng Gang Liu Guozhong Luo Wankou Yang Gang Yu 3DH ViT 75 11 0 01 Mar 2023
MateRobot: Material Recognition in Wearable Robotics for People with Visual Impairments Junwei Zheng Jiaming Zhang Kailun Yang Kunyu Peng Rainer Stiefelhagen 74 10 0 28 Feb 2023