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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
SHARP-Net: A Refined Pyramid Network for Deficiency Segmentation in
  Culverts and Sewer Pipes
SHARP-Net: A Refined Pyramid Network for Deficiency Segmentation in Culverts and Sewer Pipes
Rasha Alshawi
Meftahul Ferdaus
Md Tamjidul Hoque
Kendall N. Niles
Ken Pathak
Steve Sloan
Mahdi Abdelguerfi
36
0
0
02 Aug 2024
Trainable Pointwise Decoder Module for Point Cloud Segmentation
Trainable Pointwise Decoder Module for Point Cloud Segmentation
Bike Chen
Woong Shin
Antti Tikänmaki
Hao Lu
3DPC
81
3
0
02 Aug 2024
StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal
  Semantic Segmentation
StitchFusion: Weaving Any Visual Modalities to Enhance Multimodal Semantic Segmentation
Yue Duan
Zhangxuan Gu
ZhenZhe Ying
Changhua Meng
Xuelong Li
88
6
0
02 Aug 2024
WAS: Dataset and Methods for Artistic Text Segmentation
WAS: Dataset and Methods for Artistic Text Segmentation
Xudong Xie
Yuzhe Li
Yang Liu
Zhifei Zhang
Zhaowen Wang
Wei Xiong
Xiang Bai
DiffM
90
2
0
31 Jul 2024
MTA-CLIP: Language-Guided Semantic Segmentation with Mask-Text Alignment
MTA-CLIP: Language-Guided Semantic Segmentation with Mask-Text Alignment
Anurag Das
Xinting Hu
Li Jiang
Bernt Schiele
VLM
117
4
0
31 Jul 2024
RoadFormer+: Delivering RGB-X Scene Parsing through Scale-Aware
  Information Decoupling and Advanced Heterogeneous Feature Fusion
RoadFormer+: Delivering RGB-X Scene Parsing through Scale-Aware Information Decoupling and Advanced Heterogeneous Feature Fusion
Jianxin Huang
Jiahang Li
Ning Jia
Yuxiang Sun
Chengju Liu
Qijun Chen
Rui Fan
ViT
103
10
0
31 Jul 2024
PEAR: Phrase-Based Hand-Object Interaction Anticipation
PEAR: Phrase-Based Hand-Object Interaction Anticipation
Zichen Zhang
Hongcheng Luo
Wei Zhai
N. A. Ushakov
Yu Kang
99
6
0
31 Jul 2024
Analyzing the impact of semantic LoD3 building models on image-based
  vehicle localization
Analyzing the impact of semantic LoD3 building models on image-based vehicle localization
Christian Soize
Olaf Wysocki
S. Tuttas
Ludwig Hoegner
Christoph Holst
26
1
0
31 Jul 2024
Leveraging Adaptive Implicit Representation Mapping for Ultra
  High-Resolution Image Segmentation
Leveraging Adaptive Implicit Representation Mapping for Ultra High-Resolution Image Segmentation
Ziyu Zhao
Xiaoguang Li
Pingping Cai
Canyu Zhang
Song Wang
79
0
0
31 Jul 2024
Sun Off, Lights On: Photorealistic Monocular Nighttime Simulation for
  Robust Semantic Perception
Sun Off, Lights On: Photorealistic Monocular Nighttime Simulation for Robust Semantic Perception
Konstantinos Tzevelekakis
Shutong Zhang
Luc Van Gool
Daniel Gehrig
3DV
90
0
0
29 Jul 2024
Symmetrical Joint Learning Support-query Prototypes for Few-shot
  Segmentation
Symmetrical Joint Learning Support-query Prototypes for Few-shot Segmentation
Qun Li
Baoquan Sun
Fu Xiao
Yonggang Qi
B. Bhanu
91
0
0
27 Jul 2024
Radio Frequency Signal based Human Silhouette Segmentation: A Sequential
  Diffusion Approach
Radio Frequency Signal based Human Silhouette Segmentation: A Sequential Diffusion Approach
Penghui Wen
Kun Hu
Dong Yuan
Zhiyuan Ning
ChangYang Li
Zhiyong Wang
74
0
0
27 Jul 2024
Sparse Refinement for Efficient High-Resolution Semantic Segmentation
Sparse Refinement for Efficient High-Resolution Semantic Segmentation
Zhijian Liu
Zhuoyang Zhang
Samir Khaki
Shang Yang
Haotian Tang
Chenfeng Xu
Kurt Keutzer
Song Han
SSeg
91
1
0
26 Jul 2024
Floating No More: Object-Ground Reconstruction from a Single Image
Floating No More: Object-Ground Reconstruction from a Single Image
Yunze Man
Yichen Sheng
Jianming Zhang
Liangyan Gui
Yu-Xiong Wang
85
2
0
26 Jul 2024
DINOv2 Rocks Geological Image Analysis: Classification, Segmentation,
  and Interpretability
DINOv2 Rocks Geological Image Analysis: Classification, Segmentation, and Interpretability
Florent Brondolo
Samuel Beaussant
AI4CE
88
1
0
25 Jul 2024
Scaling Training Data with Lossy Image Compression
Scaling Training Data with Lossy Image Compression
Katherine L. Mentzer
Andrea Montanari
50
0
0
25 Jul 2024
UMono: Physical Model Informed Hybrid CNN-Transformer Framework for
  Underwater Monocular Depth Estimation
UMono: Physical Model Informed Hybrid CNN-Transformer Framework for Underwater Monocular Depth Estimation
Jian Wang
Jing Wang
Shenghui Rong
Bo He
73
1
0
25 Jul 2024
TiCoSS: Tightening the Coupling between Semantic Segmentation and Stereo Matching within A Joint Learning Framework
TiCoSS: Tightening the Coupling between Semantic Segmentation and Stereo Matching within A Joint Learning Framework
Guanfeng Tang
Zhiyuan Wu
Jiahang Li
Ping Zhong
Xieyuanli Chen
Xieyuanli Chen
Huiming Lu
Rui Fan
100
0
0
25 Jul 2024
Embedding-Free Transformer with Inference Spatial Reduction for
  Efficient Semantic Segmentation
Embedding-Free Transformer with Inference Spatial Reduction for Efficient Semantic Segmentation
Hyunwoo Yu
Yubin Cho
Beoungwoo Kang
Seunghun Moon
Kyeongbo Kong
Suk-Ju Kang
84
3
0
24 Jul 2024
PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via
  Self-supervised Learning
PiPa++: Towards Unification of Domain Adaptive Semantic Segmentation via Self-supervised Learning
Mu Chen
Zhedong Zheng
Yi Yang
104
0
0
24 Jul 2024
EAFormer: Scene Text Segmentation with Edge-Aware Transformers
EAFormer: Scene Text Segmentation with Edge-Aware Transformers
Haiyang Yu
Teng Fu
Bin Li
Xiangyang Xue
44
3
0
24 Jul 2024
Deformable Convolution Based Road Scene Semantic Segmentation of Fisheye
  Images in Autonomous Driving
Deformable Convolution Based Road Scene Semantic Segmentation of Fisheye Images in Autonomous Driving
Anam Manzoor
Aryan Singh
Ganesh Sistu
Reenu Mohandas
E. Grua
Anthony G. Scanlan
Ciarán Eising
138
2
0
23 Jul 2024
Deep Bayesian segmentation for colon polyps: Well-calibrated predictions
  in medical imaging
Deep Bayesian segmentation for colon polyps: Well-calibrated predictions in medical imaging
Daniela L. Ramos
Héctor J. Hortúa
UQCV
92
1
0
23 Jul 2024
HSVLT: Hierarchical Scale-Aware Vision-Language Transformer for
  Multi-Label Image Classification
HSVLT: Hierarchical Scale-Aware Vision-Language Transformer for Multi-Label Image Classification
Shuyi Ouyang
Hongyi Wang
Ziwei Niu
Zhenjia Bai
Shiao Xie
Yingying Xu
Ruofeng Tong
Yen-Wei Chen
Lanfen Lin
VLM
73
1
0
23 Jul 2024
Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond
Diffusion for Out-of-Distribution Detection on Road Scenes and Beyond
Silvio Galesso
Philipp Schroppel
Hssan Driss
Thomas Brox
81
2
0
22 Jul 2024
Open-CD: A Comprehensive Toolbox for Change Detection
Open-CD: A Comprehensive Toolbox for Change Detection
Kaiyu Li
Jiawei Jiang
Andrea Codegoni
Chengxi Han
Yupeng Deng
...
Zhenwei Shi
Zhi Wang
Xiangyong Cao
Zhi Wang
Xiangyong Cao
VLM
133
4
0
22 Jul 2024
Early Preparation Pays Off: New Classifier Pre-tuning for Class
  Incremental Semantic Segmentation
Early Preparation Pays Off: New Classifier Pre-tuning for Class Incremental Semantic Segmentation
Zhengyuan Xie
Haiquan Lu
Jia-Wen Xiao
Enguang Wang
Le Zhang
Xialei Liu
CLL
87
4
0
19 Jul 2024
Training-Free Model Merging for Multi-target Domain Adaptation
Training-Free Model Merging for Multi-target Domain Adaptation
Wenyi Li
Huan-ang Gao
Mingju Gao
Beiwen Tian
Rong Zhi
Hao Zhao
MoMe
94
8
0
18 Jul 2024
FADE: A Task-Agnostic Upsampling Operator for Encoder-Decoder
  Architectures
FADE: A Task-Agnostic Upsampling Operator for Encoder-Decoder Architectures
Hao Lu
Wenze Liu
Hongtao Fu
Zhiguo Cao
59
3
0
18 Jul 2024
FREST: Feature RESToration for Semantic Segmentation under Multiple
  Adverse Conditions
FREST: Feature RESToration for Semantic Segmentation under Multiple Adverse Conditions
Sohyun Lee
Nam-Won Kim
Sungyeon Kim
Suha Kwak
150
2
0
18 Jul 2024
Hybrid Deep Learning-Based for Enhanced Occlusion Segmentation in PICU
  Patient Monitoring
Hybrid Deep Learning-Based for Enhanced Occlusion Segmentation in PICU Patient Monitoring
Mario Francisco Munoz
Hoang Vu Huy
Thanh-Dung Le
73
2
0
18 Jul 2024
Make a Strong Teacher with Label Assistance: A Novel Knowledge
  Distillation Approach for Semantic Segmentation
Make a Strong Teacher with Label Assistance: A Novel Knowledge Distillation Approach for Semantic Segmentation
Shoumeng Qiu
Jie Chen
Xinrun Li
Ru Wan
Xiangyang Xue
Jian Pu
VLM
93
3
0
18 Jul 2024
Tree semantic segmentation from aerial image time series
Tree semantic segmentation from aerial image time series
Venkatesh Ramesh
Arthur Ouaknine
David Rolnick
46
0
0
18 Jul 2024
Progressive Proxy Anchor Propagation for Unsupervised Semantic
  Segmentation
Progressive Proxy Anchor Propagation for Unsupervised Semantic Segmentation
Hyun Seok Seong
WonJun Moon
Subeen Lee
Jae-Pil Heo
90
1
0
17 Jul 2024
AFIDAF: Alternating Fourier and Image Domain Adaptive Filters as an
  Efficient Alternative to Attention in ViTs
AFIDAF: Alternating Fourier and Image Domain Adaptive Filters as an Efficient Alternative to Attention in ViTs
Yunling Zheng
Zeyi Xu
Fanghui Xue
Biao Yang
Jiancheng Lyu
Shuai Zhang
Y. Qi
Jack Xin
95
0
0
16 Jul 2024
Mitigating Background Shift in Class-Incremental Semantic Segmentation
Mitigating Background Shift in Class-Incremental Semantic Segmentation
Gilhan Park
WonJun Moon
Subeen Lee
Tae-Young Kim
Jae-Pil Heo
CLLVLM
97
3
0
16 Jul 2024
OAM-TCD: A globally diverse dataset of high-resolution tree cover maps
OAM-TCD: A globally diverse dataset of high-resolution tree cover maps
Josh Veitch-Michaelis
Andrew Cottam
Daniella Schweizer
Eben N. Broadbent
David Dao
Ce Zhang
Angélica María Almeyda Zambrano
Simeon Max
104
2
0
16 Jul 2024
Improving Unsupervised Video Object Segmentation via Fake Flow
  Generation
Improving Unsupervised Video Object Segmentation via Fake Flow Generation
Suhwan Cho
Minhyeok Lee
Jungho Lee
Donghyeong Kim
Seunghoon Lee
Sungmin Woo
Sangyoun Lee
VOS
66
0
0
16 Jul 2024
Rate-Distortion-Cognition Controllable Versatile Neural Image
  Compression
Rate-Distortion-Cognition Controllable Versatile Neural Image Compression
Jinming Liu
Ruoyu Feng
Yunpeng Qi
Qiuyu Chen
Zhibo Chen
Wenjun Zeng
Xin Jin
93
2
0
16 Jul 2024
SDPT: Synchronous Dual Prompt Tuning for Fusion-based Visual-Language
  Pre-trained Models
SDPT: Synchronous Dual Prompt Tuning for Fusion-based Visual-Language Pre-trained Models
Yang Zhou
Yongjian Wu
Jiya Saiyin
Bingzheng Wei
Maode Lai
Eric Chang
Yan Xu
VLM
87
1
0
16 Jul 2024
Learning Modality-agnostic Representation for Semantic Segmentation from
  Any Modalities
Learning Modality-agnostic Representation for Semantic Segmentation from Any Modalities
Xueye Zheng
Yuanhuiyi Lyu
Lin Wang
VLM
101
19
0
16 Jul 2024
Centering the Value of Every Modality: Towards Efficient and Resilient
  Modality-agnostic Semantic Segmentation
Centering the Value of Every Modality: Towards Efficient and Resilient Modality-agnostic Semantic Segmentation
Xueye Zheng
Yuanhuiyi Lyu
Jiazhou Zhou
Lin Wang
109
13
0
16 Jul 2024
TCFormer: Visual Recognition via Token Clustering Transformer
TCFormer: Visual Recognition via Token Clustering Transformer
Wang Zeng
Sheng Jin
Lumin Xu
Wentao Liu
Chao Qian
Wanli Ouyang
Ping Luo
Xiaogang Wang
77
5
0
16 Jul 2024
SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 Challenge
SegSTRONG-C: Segmenting Surgical Tools Robustly On Non-adversarial Generated Corruptions -- An EndoVis'24 Challenge
Hao Ding
Tuxun Lu
Yuqian Zhang
Ruixing Liang
Hongchao Shu
...
Bo Wang
Marcos Fernández-Rodríguez
Estevao Lima
João L. Vilaça
Mathias Unberath
255
4
0
16 Jul 2024
Distributed Semantic Segmentation with Efficient Joint Source and Task
  Decoding
Distributed Semantic Segmentation with Efficient Joint Source and Task Decoding
Danish Nazir
Timo Bartels
Jan Piewek
Thorsten Bagdonat
Tim Fingscheidt
79
0
0
15 Jul 2024
GRUtopia: Dream General Robots in a City at Scale
GRUtopia: Dream General Robots in a City at Scale
Hanqing Wang
Jiahe Chen
Wensi Huang
Qingwei Ben
Tai Wang
...
Ying Zhao
Zhongying Tu
Yu Qiao
Dahua Lin
Jiangmiao Pang
LM&RoVGen
122
18
0
15 Jul 2024
Towards Scale-Aware Full Surround Monodepth with Transformers
Towards Scale-Aware Full Surround Monodepth with Transformers
Yuchen Yang
Xinyi Wang
Dong Li
Lu Tian
Ashish Sirasao
Xun Yang
MDEViT
73
2
0
15 Jul 2024
WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation
  Models
WPS-SAM: Towards Weakly-Supervised Part Segmentation with Foundation Models
Xin-Jian Wu
Rui-Song Zhang
Jie Qin
Shijie Ma
Cheng-Lin Liu
VLM
93
1
0
14 Jul 2024
Image Compression for Machine and Human Vision with Spatial-Frequency
  Adaptation
Image Compression for Machine and Human Vision with Spatial-Frequency Adaptation
Han Li
Shaohui Li
Shuangrui Ding
Wenrui Dai
Maida Cao
Chenglin Li
Junni Zou
Hongkai Xiong
VLM
106
8
0
13 Jul 2024
Uplifting Range-View-based 3D Semantic Segmentation in Real-Time with
  Multi-Sensor Fusion
Uplifting Range-View-based 3D Semantic Segmentation in Real-Time with Multi-Sensor Fusion
Shiqi Tan
H. Fazlali
Yixuan Xu
Y. Ren
Bingbing Liu
3DPC
105
3
0
12 Jul 2024
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