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SegFormer: Simple and Efficient Design for Semantic Segmentation with
  Transformers
v1v2v3 (latest)

SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers

31 May 2021
Enze Xie
Wenhai Wang
Zhiding Yu
Anima Anandkumar
J. Álvarez
Ping Luo
    ViT
ArXiv (abs)PDFHTMLGithub (2905★)

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

50 / 1,889 papers shown
Title
From Bird's-Eye to Street View: Crafting Diverse and Condition-Aligned
  Images with Latent Diffusion Model
From Bird's-Eye to Street View: Crafting Diverse and Condition-Aligned Images with Latent Diffusion Model
Xiaojie Xu
Tianshuo Xu
Fulong Ma
Yingcong Chen
102
0
0
02 Sep 2024
Merging Multiple Datasets for Improved Appearance-Based Gaze Estimation
Merging Multiple Datasets for Improved Appearance-Based Gaze Estimation
Liang Wu
Bertram E. Shi
69
1
0
02 Sep 2024
Make Your ViT-based Multi-view 3D Detectors Faster via Token Compression
Make Your ViT-based Multi-view 3D Detectors Faster via Token Compression
Dingyuan Zhang
Dingkang Liang
Zichang Tan
Xiaoqing Ye
Cheng Zhang
Jingdong Wang
Xiang Bai
ViT
109
2
0
01 Sep 2024
Change-Aware Siamese Network for Surface Defects Segmentation under
  Complex Background
Change-Aware Siamese Network for Surface Defects Segmentation under Complex Background
Biyuan Liu
Huaixin Chen
Huiyao Zhan
Sijie Luo
Zhou Huang
78
1
0
01 Sep 2024
FLUX that Plays Music
FLUX that Plays Music
Zhengcong Fei
Mingyuan Fan
Changqian Yu
Junshi Huang
138
9
0
01 Sep 2024
Generative AI Enables Medical Image Segmentation in Ultra Low-Data
  Regimes
Generative AI Enables Medical Image Segmentation in Ultra Low-Data Regimes
Li Zhang
Basu Jindal
Ahmed Alaa
Robert Weinreb
David Wilson
Eran Segal
James Zou
Pengtao Xie
MedIm
58
1
0
30 Aug 2024
Language-guided Scale-aware MedSegmentor for Lesion Segmentation in Medical Imaging
Language-guided Scale-aware MedSegmentor for Lesion Segmentation in Medical Imaging
Shuyi Ouyang
Jinyang Zhang
Xiangye Lin
Xilai Wang
Qingqing Chen
Yen-Wei Chen
Lanfen Lin
VLM
59
0
0
30 Aug 2024
FastForensics: Efficient Two-Stream Design for Real-Time Image
  Manipulation Detection
FastForensics: Efficient Two-Stream Design for Real-Time Image Manipulation Detection
Yangxiang Zhang
Yuezun Li
Delong Zhu
Jiaran Zhou
Junyu Dong
65
0
0
29 Aug 2024
MICDrop: Masking Image and Depth Features via Complementary Dropout for
  Domain-Adaptive Semantic Segmentation
MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation
Linyan Yang
Lukas Hoyer
Mark Weber
Tobias Fischer
Dengxin Dai
Laura Leal-Taixé
Marc Pollefeys
Daniel Cremers
Luc Van Gool
MDE
103
4
0
29 Aug 2024
EvLight++: Low-Light Video Enhancement with an Event Camera: A
  Large-Scale Real-World Dataset, Novel Method, and More
EvLight++: Low-Light Video Enhancement with an Event Camera: A Large-Scale Real-World Dataset, Novel Method, and More
Kanghao Chen
Guoqiang Liang
Hangyu Li
Yunfan Lu
Lin Wang
3DVVGen
76
3
0
29 Aug 2024
OmniRe: Omni Urban Scene Reconstruction
OmniRe: Omni Urban Scene Reconstruction
Ziyu Chen
Jiawei Yang
Jiahui Huang
Riccardo de Lutio
Janick Martinez Esturo
...
Zan Gojcic
Sanja Fidler
Marco Pavone
Li Song
Yue Wang
142
42
0
29 Aug 2024
Single-Photon 3D Imaging with Equi-Depth Photon Histograms
Single-Photon 3D Imaging with Equi-Depth Photon Histograms
Kaustubh Sadekar
David Maier
Atul Ingle
68
1
0
28 Aug 2024
Panoptic Perception for Autonomous Driving: A Survey
Panoptic Perception for Autonomous Driving: A Survey
Yunge Li
Lanyu Xu
127
3
0
27 Aug 2024
Applying ViT in Generalized Few-shot Semantic Segmentation
Applying ViT in Generalized Few-shot Semantic Segmentation
Liyuan Geng
Jinhong Xia
Yuanhe Guo
55
1
0
27 Aug 2024
RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images
RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images
Ziteng Cui
Tatsuya Harada
84
8
0
27 Aug 2024
MROVSeg: Breaking the Resolution Curse of Vision-Language Models in
  Open-Vocabulary Semantic Segmentation
MROVSeg: Breaking the Resolution Curse of Vision-Language Models in Open-Vocabulary Semantic Segmentation
Yuanbing Zhu
Bingke Zhu
Zhen Chen
Huan Xu
Ming Tang
Jinqiao Wang
VLM
70
0
0
27 Aug 2024
Physically Feasible Semantic Segmentation
Physically Feasible Semantic Segmentation
Shamik Basu
Luc Van Gool
Daniel Gehrig
214
1
0
26 Aug 2024
CNN-Transformer Rectified Collaborative Learning for Medical Image
  Segmentation
CNN-Transformer Rectified Collaborative Learning for Medical Image Segmentation
Lanhu Wu
Miao Zhang
Yongri Piao
Zhenyan Yao
Weibing Sun
Feng Tian
Huchuan Lu
ViTMedIm
67
1
0
25 Aug 2024
State-of-the-Art Fails in the Art of Damage Detection
State-of-the-Art Fails in the Art of Damage Detection
D. Ivanova
Marco Aversa
Paul Henderson
John Williamson
96
0
0
23 Aug 2024
Frequency-aware Feature Fusion for Dense Image Prediction
Frequency-aware Feature Fusion for Dense Image Prediction
Linwei Chen
Ying Fu
Lin Gu
Chenggang Yan
Tatsuya Harada
Gao Huang
3DV
116
33
0
23 Aug 2024
Accuracy Improvement of Cell Image Segmentation Using Feedback Former
Accuracy Improvement of Cell Image Segmentation Using Feedback Former
Hinako Mitsuoka
Kazuhiro Hotta
ViTMedIm
246
0
0
23 Aug 2024
Staircase Cascaded Fusion of Lightweight Local Pattern Recognition and Long-Range Dependencies for Structural Crack Segmentation
Staircase Cascaded Fusion of Lightweight Local Pattern Recognition and Long-Range Dependencies for Structural Crack Segmentation
Hui Liu
Chen Jia
Fan Shi
Xu Cheng
Mianzhao Wang
Shengyong Chen
186
1
0
23 Aug 2024
Sapiens: Foundation for Human Vision Models
Sapiens: Foundation for Human Vision Models
Rawal Khirodkar
Timur M. Bagautdinov
Julieta Martinez
Su Zhaoen
Austin James
Peter Selednik
Stuart Anderson
Shunsuke Saito
VLM
145
82
0
22 Aug 2024
Automatic Organ and Pan-cancer Segmentation in Abdomen CT: the FLARE
  2023 Challenge
Automatic Organ and Pan-cancer Segmentation in Abdomen CT: the FLARE 2023 Challenge
Jun Ma
Yao Zhang
Song Gu
Cheng Ge
Ershuai Wang
Qin Zhou
Ziyan Huang
Pengju Lyu
Jian He
Bo Wang
89
15
0
22 Aug 2024
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across
  Datasets
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets
Wolfgang Boettcher
Lukas Hoyer
Ozan Unal
J. E. Lenssen
Bernt Schiele
60
0
0
22 Aug 2024
Timeline and Boundary Guided Diffusion Network for Video Shadow
  Detection
Timeline and Boundary Guided Diffusion Network for Video Shadow Detection
Haipeng Zhou
Honqiu Wang
Tian-Chun Ye
Zhaohu Xing
Jun Ma
Ping Li
Qiong Wang
Lei Zhu
DiffM
104
9
0
21 Aug 2024
CRACKS: Crowdsourcing Resources for Analysis and Categorization of Key
  Subsurface faults
CRACKS: Crowdsourcing Resources for Analysis and Categorization of Key Subsurface faults
Mohit Prabhushankar
Kiran Kokilepersaud
Jorge Quesada
Yavuz Yarici
Chen Zhou
Mohammad Alotaibi
Ghassan AlRegib
Ahmad Mustafa
Yusufjon Kumakov
59
1
0
20 Aug 2024
Rethinking Video Segmentation with Masked Video Consistency: Did the
  Model Learn as Intended?
Rethinking Video Segmentation with Masked Video Consistency: Did the Model Learn as Intended?
Chen Liang
Qiang Guo
Xiaochao Qu
Luoqi Liu
Ting Liu
VOS
69
0
0
20 Aug 2024
Learning Precise Affordances from Egocentric Videos for Robotic
  Manipulation
Learning Precise Affordances from Egocentric Videos for Robotic Manipulation
Gen Li
Nikolaos Tsagkas
Jifei Song
Ruaridh Mon-Williams
S. Vijayakumar
Kun Shao
Laura Sevilla-Lara
84
9
0
19 Aug 2024
Detecting Adversarial Attacks in Semantic Segmentation via Uncertainty
  Estimation: A Deep Analysis
Detecting Adversarial Attacks in Semantic Segmentation via Uncertainty Estimation: A Deep Analysis
Kira Maag
Roman Resner
Asja Fischer
AAML
106
0
0
19 Aug 2024
Segment-Anything Models Achieve Zero-shot Robustness in Autonomous
  Driving
Segment-Anything Models Achieve Zero-shot Robustness in Autonomous Driving
Jun Yan
Pengyu Wang
Danni Wang
Weiquan Huang
Daniel Watzenig
Huilin Yin
AAMLVLM
81
4
0
19 Aug 2024
SurgicaL-CD: Generating Surgical Images via Unpaired Image Translation
  with Latent Consistency Diffusion Models
SurgicaL-CD: Generating Surgical Images via Unpaired Image Translation with Latent Consistency Diffusion Models
Danush Kumar Venkatesh
Dominik Rivoir
Micha Pfeiffer
Stefanie Speidel
MedIm
123
2
0
19 Aug 2024
GoodSAM++: Bridging Domain and Capacity Gaps via Segment Anything Model
  for Panoramic Semantic Segmentation
GoodSAM++: Bridging Domain and Capacity Gaps via Segment Anything Model for Panoramic Semantic Segmentation
Weiming Zhang
Yexin Liu
Xu Zheng
Lin Wang
VLM
147
6
0
17 Aug 2024
Depth-guided Texture Diffusion for Image Semantic Segmentation
Depth-guided Texture Diffusion for Image Semantic Segmentation
Wei Sun
Yuan Li
Qixiang Ye
Jianbin Jiao
Yanzhao Zhou
DiffMMDE
74
0
0
17 Aug 2024
Task-Aware Dynamic Transformer for Efficient Arbitrary-Scale Image
  Super-Resolution
Task-Aware Dynamic Transformer for Efficient Arbitrary-Scale Image Super-Resolution
Tianyi Xu
Yiji Zhou
Xiaotao Hu
Kai Zhang
Anran Zhang
Xingye Qiu
Jun Xu
71
0
0
16 Aug 2024
MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient
  Semantic Segmentation
MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation
Beoungwoo Kang
Seunghun Moon
Yubin Cho
Hyunwoo Yu
Suk-Ju Kang
ViTMedIm
65
11
0
14 Aug 2024
Cross-aware Early Fusion with Stage-divided Vision and Language
  Transformer Encoders for Referring Image Segmentation
Cross-aware Early Fusion with Stage-divided Vision and Language Transformer Encoders for Referring Image Segmentation
Yubin Cho
Hyunwoo Yu
Suk-Ju Kang
139
21
0
14 Aug 2024
OMR: Occlusion-Aware Memory-Based Refinement for Video Lane Detection
OMR: Occlusion-Aware Memory-Based Refinement for Video Lane Detection
Dongkwon Jin
Chang-Su Kim
80
2
0
14 Aug 2024
FedQUIT: On-Device Federated Unlearning via a Quasi-Competent Virtual Teacher
FedQUIT: On-Device Federated Unlearning via a Quasi-Competent Virtual Teacher
Alessio Mora
Lorenzo Valerio
Paolo Bellavista
A. Passarella
FedMLMU
145
2
0
14 Aug 2024
ClickAttention: Click Region Similarity Guided Interactive Segmentation
ClickAttention: Click Region Similarity Guided Interactive Segmentation
Long Xu
Shanghong Li
Yongquan Chen
Junkang Chen
Rui Huang
Feng Wu
76
0
0
12 Aug 2024
A Simple Early Exiting Framework for Accelerated Sampling in Diffusion
  Models
A Simple Early Exiting Framework for Accelerated Sampling in Diffusion Models
Taehong Moon
Moonseok Choi
Eunggu Yun
Jongmin Yoon
Gayoung Lee
Jaewoong Cho
Juho Lee
78
5
0
12 Aug 2024
MacFormer: Semantic Segmentation with Fine Object Boundaries
MacFormer: Semantic Segmentation with Fine Object Boundaries
Guoan Xu
Wenfeng Huang
Tao Wu
Ligeng Chen
Wenjing Jia
Guangwei Gao
Xiatian Zhu
Stuart W. Perry
84
0
0
11 Aug 2024
Survey: Transformer-based Models in Data Modality Conversion
Survey: Transformer-based Models in Data Modality Conversion
Elyas Rashno
Amir Eskandari
Aman Anand
F. Zulkernine
MedIm
93
0
0
08 Aug 2024
SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream
  Tasks: Camouflage, Shadow, Medical Image Segmentation, and More
SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More
Tianrun Chen
Ankang Lu
Lanyun Zhu
Chaotao Ding
Chunan Yu
Deyi Ji
Ziyue Li
Lingyun Sun
Papa Mao
Ying Zang
VLMMedIm
109
24
0
08 Aug 2024
Clutter Classification Using Deep Learning in Multiple Stages
Clutter Classification Using Deep Learning in Multiple Stages
Ryan Dempsey
Jonathan Ethier
18
0
0
08 Aug 2024
Comb, Prune, Distill: Towards Unified Pruning for Vision Model
  Compression
Comb, Prune, Distill: Towards Unified Pruning for Vision Model Compression
Jonas Schmitt
Ruiping Liu
Junwei Zheng
Jiaming Zhang
Rainer Stiefelhagen
VLM
125
0
0
06 Aug 2024
Perception Matters: Enhancing Embodied AI with Uncertainty-Aware Semantic Segmentation
Perception Matters: Enhancing Embodied AI with Uncertainty-Aware Semantic Segmentation
Sai Prasanna
Daniel Honerkamp
Kshitij Sirohi
Tim Welschehold
Wolfram Burgard
Abhinav Valada
132
1
0
05 Aug 2024
Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMs
Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMs
Jeongkee Lim
Yusung Kim
116
3
0
05 Aug 2024
Improving Neural Surface Reconstruction with Feature Priors from
  Multi-View Image
Improving Neural Surface Reconstruction with Feature Priors from Multi-View Image
Xinlin Ren
Chenjie Cao
Yanwei Fu
Xiangyang Xue
140
2
0
04 Aug 2024
AVESFormer: Efficient Transformer Design for Real-Time Audio-Visual
  Segmentation
AVESFormer: Efficient Transformer Design for Real-Time Audio-Visual Segmentation
Zili Wang
Qi Yang
Linsu Shi
Jiazhong Yu
M. Tanveer
Fei Li
Shiming Xiang
VOS
64
1
0
03 Aug 2024
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