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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
ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing
  Segmentation With Segment Anything Model
ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model
Song Zhang
Qingzhong Wang
Junyi Liu
Haoyi Xiong
98
1
0
16 Jun 2024
PyramidMamba: Rethinking Pyramid Feature Fusion with Selective Space
  State Model for Semantic Segmentation of Remote Sensing Imagery
PyramidMamba: Rethinking Pyramid Feature Fusion with Selective Space State Model for Semantic Segmentation of Remote Sensing Imagery
Libo Wang
Dongxu Li
Sijun Dong
Xiaoliang Meng
Xiaokang Zhang
Danfeng Hong
71
8
0
16 Jun 2024
IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image
  Manipulation Detection & Localization
IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization
Xiaochen Ma
Xuekang Zhu
Lei Su
Bo Du
Zhuohang Jiang
...
Zeyu Lei
Xinyu Yang
Chi-Man Pun
Jiancheng Lv
Jizhe Zhou
VLM
82
11
0
15 Jun 2024
PIG: Prompt Images Guidance for Night-Time Scene Parsing
PIG: Prompt Images Guidance for Night-Time Scene Parsing
Zhifeng Xie
Rui Qiu
Sen Wang
Xin Tan
Yuan Xie
Lizhuang Ma
83
2
0
15 Jun 2024
From Words to Worlds: Transforming One-line Prompt into Immersive
  Multi-modal Digital Stories with Communicative LLM Agent
From Words to Worlds: Transforming One-line Prompt into Immersive Multi-modal Digital Stories with Communicative LLM Agent
Samuel S. Sohn
Danrui Li
Sen Zhang
Che-Jui Chang
Mubbasir Kapadia
LLMAGVGen
96
3
0
15 Jun 2024
Discrete Latent Perspective Learning for Segmentation and Detection
Discrete Latent Perspective Learning for Segmentation and Detection
Deyi Ji
Feng Zhao
Lanyun Zhu
Wenwei Jin
Hongtao Lu
Jieping Ye
121
7
0
15 Jun 2024
Task-aligned Part-aware Panoptic Segmentation through Joint Object-Part
  Representations
Task-aligned Part-aware Panoptic Segmentation through Joint Object-Part Representations
Daan de Geus
Gijs Dubbelman
107
0
0
14 Jun 2024
ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic
  Segmentation with Plain Vision Transformers
ALGM: Adaptive Local-then-Global Token Merging for Efficient Semantic Segmentation with Plain Vision Transformers
Narges Norouzi
Svetlana Orlova
Daan de Geus
Gijs Dubbelman
ViTFedML
71
5
0
14 Jun 2024
Exploring the Benefits of Vision Foundation Models for Unsupervised
  Domain Adaptation
Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation
B. B. Englert
Fabrizio J. Piva
Tommie Kerssies
Daan de Geus
Gijs Dubbelman
84
11
0
14 Jun 2024
Open-Vocabulary Semantic Segmentation with Image Embedding Balancing
Open-Vocabulary Semantic Segmentation with Image Embedding Balancing
Xiangheng Shan
Dongyue Wu
Guilin Zhu
Yuanjie Shao
Nong Sang
Changxin Gao
VLM
80
18
0
14 Jun 2024
Depth Anything V2
Depth Anything V2
Lihe Yang
Bingyi Kang
Zilong Huang
Zhen Zhao
Xiaogang Xu
Jiashi Feng
Hengshuang Zhao
DiffMVLMMDE
128
435
0
13 Jun 2024
SimGen: Simulator-conditioned Driving Scene Generation
SimGen: Simulator-conditioned Driving Scene Generation
Yunsong Zhou
Michael Simon
Zhenghao Peng
Sicheng Mo
Hongzi Zhu
Minyi Guo
Bolei Zhou
VGen
89
17
0
13 Jun 2024
Multiagent Multitraversal Multimodal Self-Driving: Open MARS Dataset
Multiagent Multitraversal Multimodal Self-Driving: Open MARS Dataset
Yiming Li
Zhiheng Li
Nuo Chen
Moonjun Gong
Zonglin Lyu
Zehong Wang
Peili Jiang
Chen Feng
89
12
0
13 Jun 2024
Optimal Kernel Orchestration for Tensor Programs with Korch
Optimal Kernel Orchestration for Tensor Programs with Korch
Muyan Hu
Ashwin Venkatram
Shreyashri Biswas
Balamurugan Marimuthu
Bohan Hou
Gabriele Oliaro
Haojie Wang
Liyan Zheng
Xupeng Miao
Jidong Zhai
396
6
0
13 Jun 2024
APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic
  Segmentation
APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation
Weizhao He
Zhiyuan Liu
Wei Zhuo
Linlin Shen
Jiaqi Yang
Songhe Deng
Liang Sun
VLM
91
10
0
12 Jun 2024
DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS Camera
DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS Camera
Senyan Xu
Zhijing Sun
Jiaying Zhu
Yurui Zhu
Xueyang Fu
Zheng-Jun Zha
74
3
0
12 Jun 2024
Minimizing Energy Costs in Deep Learning Model Training: The Gaussian
  Sampling Approach
Minimizing Energy Costs in Deep Learning Model Training: The Gaussian Sampling Approach
Challapalli Phanindra Revanth
Sumohana S. Channappayya
C Krishna Mohan
127
23
0
11 Jun 2024
A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image Fusion
A Semantic-Aware and Multi-Guided Network for Infrared-Visible Image Fusion
Xiaoli Zhang
Liying Wang
Libo Zhao
Xiongfei Li
Siwei Ma
134
0
0
11 Jun 2024
Adapters Strike Back
Adapters Strike Back
Jan-Martin O. Steitz
Stefan Roth
78
7
0
10 Jun 2024
Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation
Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation
Dong Zhao
Shuang Wang
Qi Zang
Licheng Jiao
N. Sebe
Zhun Zhong
119
2
0
10 Jun 2024
A Survey on 3D Human Avatar Modeling -- From Reconstruction to
  Generation
A Survey on 3D Human Avatar Modeling -- From Reconstruction to Generation
Ruihe Wang
Yukang Cao
Kai Han
Kwan-Yee K. Wong
116
6
0
06 Jun 2024
Frequency-based Matcher for Long-tailed Semantic Segmentation
Frequency-based Matcher for Long-tailed Semantic Segmentation
Shan Li
Lu Yang
Pu Cao
Liulei Li
Huadong Ma
92
1
0
06 Jun 2024
DSNet: A Novel Way to Use Atrous Convolutions in Semantic Segmentation
DSNet: A Novel Way to Use Atrous Convolutions in Semantic Segmentation
Zilu Guo
Liuyang Bian
Xuan Huang
Hu Wei
Jingyu Li
Huasheng Ni
SSeg
102
12
0
06 Jun 2024
Learning Semantic Traversability with Egocentric Video and Automated
  Annotation Strategy
Learning Semantic Traversability with Egocentric Video and Automated Annotation Strategy
Yunho Kim
Jeong Hyun Lee
Choongin Lee
Juhyeok Mun
D. Youm
Jeongsoo Park
Jemin Hwangbo
61
2
0
05 Jun 2024
U-KAN Makes Strong Backbone for Medical Image Segmentation and
  Generation
U-KAN Makes Strong Backbone for Medical Image Segmentation and Generation
Chenxin Li
Xinyu Liu
Wenbo Li
Cheng Wang
Hengyu Liu
Yifan Liu
Zhen Chen
Yixuan Yuan
MedImDiffMSSeg
143
145
0
05 Jun 2024
Window to Wall Ratio Detection using SegFormer
Window to Wall Ratio Detection using SegFormer
Zoe De Simone
Sayandeep Biswas
Oscar Wu
3DV
60
1
0
04 Jun 2024
FastLGS: Speeding up Language Embedded Gaussians with Feature Grid
  Mapping
FastLGS: Speeding up Language Embedded Gaussians with Feature Grid Mapping
Yuzhou Ji
He Zhu
Junshu Tang
Wuyi Liu
Zhizhong Zhang
Yuan Xie
Xin Tan
66
9
0
04 Jun 2024
EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view
  Understanding
EAGLE: Efficient Adaptive Geometry-based Learning in Cross-view Understanding
Thanh-Dat Truong
Utsav Prabhu
Dongyi Wang
Bhiksha Raj
Susan Gauch
J. Subbiah
Khoa Luu
140
2
0
03 Jun 2024
GeminiFusion: Efficient Pixel-wise Multimodal Fusion for Vision
  Transformer
GeminiFusion: Efficient Pixel-wise Multimodal Fusion for Vision Transformer
Ding Jia
Jianyuan Guo
Kai Han
Han Wu
Chao Zhang
Chang Xu
Xinghao Chen
ViT
168
23
0
03 Jun 2024
Adaptive Sensitivity Analysis for Robust Augmentation against Natural Corruptions in Image Segmentation
Adaptive Sensitivity Analysis for Robust Augmentation against Natural Corruptions in Image Segmentation
L. Zheng
Wenjie Wei
Tony Wu
Jacob Clements
Shreelekha Revankar
Andre Harrison
Yu Shen
Ming-Chyuan Lin
AAML
85
0
0
03 Jun 2024
Diffusion Features to Bridge Domain Gap for Semantic Segmentation
Diffusion Features to Bridge Domain Gap for Semantic Segmentation
Yuxiang Ji
Boyong He
Chenyuan Qu
Zhuoyue Tan
Chuan Qin
Liaoni Wu
121
3
0
02 Jun 2024
Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for
  Zero-Shot Semantic Segmentation
Cascade-CLIP: Cascaded Vision-Language Embeddings Alignment for Zero-Shot Semantic Segmentation
Yunheng Li
Zhongyu Li
Quansheng Zeng
Qibin Hou
Ming-Ming Cheng
VLM
123
11
0
02 Jun 2024
Revisiting and Maximizing Temporal Knowledge in Semi-supervised Semantic
  Segmentation
Revisiting and Maximizing Temporal Knowledge in Semi-supervised Semantic Segmentation
Wooseok Shin
Hyun Joon Park
Jin Sob Kim
Sung Won Han
VLM
96
8
0
31 May 2024
P-MSDiff: Parallel Multi-Scale Diffusion for Remote Sensing Image
  Segmentation
P-MSDiff: Parallel Multi-Scale Diffusion for Remote Sensing Image Segmentation
Qi Zhang
Guohua Geng
Long-He Yan
Pengbo Zhou
Zhaodi Li
Kang Li
Qinglin Liu
DiffM
104
1
0
30 May 2024
FMARS: Annotating Remote Sensing Images for Disaster Management using
  Foundation Models
FMARS: Annotating Remote Sensing Images for Disaster Management using Foundation Models
Edoardo Arnaudo
Jacopo Lungo Vaschetti
Lorenzo Innocenti
Luca Barco
Davide Lisi
V. Fissore
Claudio Rossi
61
2
0
30 May 2024
A Point-Neighborhood Learning Framework for Nasal Endoscope Image
  Segmentation
A Point-Neighborhood Learning Framework for Nasal Endoscope Image Segmentation
Pengyu Jie
Wanquan Liu
Chenqiang Gao
Yihui Wen
Rui He
Pengcheng Li
Jintao Zhang
Deyu Meng
72
0
0
30 May 2024
Utilizing Weak-to-Strong Consistency for Semi-Supervised Glomeruli
  Segmentation
Utilizing Weak-to-Strong Consistency for Semi-Supervised Glomeruli Segmentation
Irina Zhang
Jim Denholm
A. Hamidinekoo
Oskar Ålund
Christopher Bagnall
...
Arthur Lewis
Robert J. Unwin
Magnus P Soderberg
Nikolay Burlutskiy
T. Qaiser
29
1
0
30 May 2024
Open-Set Domain Adaptation for Semantic Segmentation
Open-Set Domain Adaptation for Semantic Segmentation
Seun-An Choe
Ah-Hyung Shin
Keon-Hee Park
Jinwoo Choi
Gyeong-Moon Park
68
8
0
30 May 2024
Puff-Net: Efficient Style Transfer with Pure Content and Style Feature
  Fusion Network
Puff-Net: Efficient Style Transfer with Pure Content and Style Feature Fusion Network
Sizhe Zheng
Pan Gao
Peng Zhou
Jie Qin
73
4
0
30 May 2024
FocSAM: Delving Deeply into Focused Objects in Segmenting Anything
FocSAM: Delving Deeply into Focused Objects in Segmenting Anything
You Huang
Zongyu Lan
Liujuan Cao
Xianming Lin
Shengchuan Zhang
Guannan Jiang
Rongrong Ji
VLM
51
2
0
29 May 2024
Aligning in a Compact Space: Contrastive Knowledge Distillation between
  Heterogeneous Architectures
Aligning in a Compact Space: Contrastive Knowledge Distillation between Heterogeneous Architectures
Hongjun Wu
Li Xiao
Xingkuo Zhang
Yining Miao
105
1
0
28 May 2024
ViG: Linear-complexity Visual Sequence Learning with Gated Linear
  Attention
ViG: Linear-complexity Visual Sequence Learning with Gated Linear Attention
Bencheng Liao
Xinggang Wang
Lianghui Zhu
Qian Zhang
Chang Huang
121
4
0
28 May 2024
3D StreetUnveiler with Semantic-aware 2DGS -- a simple baseline
3D StreetUnveiler with Semantic-aware 2DGS -- a simple baseline
Jingwei Xu
Yikai Wang
Yiqun Zhao
Yanwei Fu
Shenghua Gao
3DGS
131
2
0
28 May 2024
Human4DiT: Free-view Human Video Generation with 4D Diffusion
  Transformer
Human4DiT: Free-view Human Video Generation with 4D Diffusion Transformer
Ruizhi Shao
Youxin Pang
Zerong Zheng
Jingxiang Sun
Yebin Liu
VGen
103
21
0
27 May 2024
Memorize What Matters: Emergent Scene Decomposition from Multitraverse
Memorize What Matters: Emergent Scene Decomposition from Multitraverse
Yiming Li
Zehong Wang
Yue Wang
Zhiding Yu
Zan Gojcic
Marco Pavone
Chen Feng
Jose M. Alvarez
3DGS
102
1
0
27 May 2024
Do Vision-Language Transformers Exhibit Visual Commonsense? An Empirical
  Study of VCR
Do Vision-Language Transformers Exhibit Visual Commonsense? An Empirical Study of VCR
Zhenyang Li
Yangyang Guo
Ke-Jyun Wang
Xiaolin Chen
Liqiang Nie
Mohan S. Kankanhalli
LRM
52
8
0
27 May 2024
FRCNet Frequency and Region Consistency for Semi-supervised Medical
  Image Segmentation
FRCNet Frequency and Region Consistency for Semi-supervised Medical Image Segmentation
Along He
Tao Li
Yanlin Wu
Ke Zou
Huazhu Fu
38
3
0
26 May 2024
Decomposing the Neurons: Activation Sparsity via Mixture of Experts for
  Continual Test Time Adaptation
Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time Adaptation
Rongyu Zhang
Aosong Cheng
Yulin Luo
Gaole Dai
Huanrui Yang
...
Ran Xu
Li Du
Yuan Du
Yanbing Jiang
Shanghang Zhang
MoETTA
95
6
0
26 May 2024
VOODOO XP: Expressive One-Shot Head Reenactment for VR Telepresence
VOODOO XP: Expressive One-Shot Head Reenactment for VR Telepresence
Phong Tran
Egor Zakharov
Long-Nhat Ho
Liwen Hu
Adilbek Karmanov
Aviral Agarwal
Mclean Goldwhite
Ariana Bermudez Venegas
Anh Tran
Hao Li
3DH
100
4
0
25 May 2024
PTQ4DiT: Post-training Quantization for Diffusion Transformers
PTQ4DiT: Post-training Quantization for Diffusion Transformers
Junyi Wu
Haoxuan Wang
Yuzhang Shang
Mubarak Shah
Yan Yan
MQ
109
24
0
25 May 2024
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