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Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective
  with Transformers

Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers

31 December 2020
Sixiao Zheng
Jiachen Lu
Hengshuang Zhao
Xiatian Zhu
Zekun Luo
Yabiao Wang
Yanwei Fu
Jianfeng Feng
Tao Xiang
Philip H. S. Torr
Li Zhang
    ViT
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Papers citing "Rethinking Semantic Segmentation from a Sequence-to-Sequence Perspective with Transformers"

50 / 424 papers shown
Title
Knowledge-Informed Deep Learning for Irrigation Type Mapping from Remote Sensing
Knowledge-Informed Deep Learning for Irrigation Type Mapping from Remote Sensing
Oishee Bintey Hoque
Nibir Chandra Mandal
Abhijin Adiga
S. Swarup
S. Nouwakpo
Amanda Wilson
M. Marathe
31
0
0
13 May 2025
A Large Vision-Language Model based Environment Perception System for Visually Impaired People
A Large Vision-Language Model based Environment Perception System for Visually Impaired People
Zezhou Chen
Zhaoxiang Liu
Kai Wang
Kohou Wang
Shiguo Lian
50
0
0
25 Apr 2025
EmoSEM: Segment and Explain Emotion Stimuli in Visual Art
EmoSEM: Segment and Explain Emotion Stimuli in Visual Art
Jing Zhang
Dan Guo
Zhangbin Li
Meng Wang
31
0
0
20 Apr 2025
Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation
Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation
Deyi Ji
Feng Zhao
Hongtao Lu
Feng Wu
Jieping Ye
76
2
0
11 Mar 2025
EvidMTL: Evidential Multi-Task Learning for Uncertainty-Aware Semantic Surface Mapping from Monocular RGB Images
Rohit Menon
Nils Dengler
Sicong Pan
Gokul Krishna Chenchani
Maren Bennewitz
EDL
91
0
0
06 Mar 2025
Is Pre-training Applicable to the Decoder for Dense Prediction?
Is Pre-training Applicable to the Decoder for Dense Prediction?
Chao Ning
Wanshui Gan
Weihao Xuan
Naoto Yokoya
48
0
0
05 Mar 2025
Exploring Token-Level Augmentation in Vision Transformer for Semi-Supervised Semantic Segmentation
Dengke Zhang
Quan Tang
Fagui Liu
C. L. Philip Chen
Haiqing Mei
ViT
50
0
0
04 Mar 2025
Detecting Systematic Weaknesses in Vision Models along Predefined Human-Understandable Dimensions
Detecting Systematic Weaknesses in Vision Models along Predefined Human-Understandable Dimensions
Sujan Sai Gannamaneni
Rohil Prakash Rao
Michael Mock
Maram Akila
Stefan Wrobel
AAML
141
0
0
17 Feb 2025
Enhancing Video Understanding: Deep Neural Networks for Spatiotemporal Analysis
Enhancing Video Understanding: Deep Neural Networks for Spatiotemporal Analysis
Amir Hosein Fadaei
M. Dehaqani
45
0
0
11 Feb 2025
UAV-Assisted Real-Time Disaster Detection Using Optimized Transformer Model
UAV-Assisted Real-Time Disaster Detection Using Optimized Transformer Model
Branislava Jankovic
Sabina Jangirova
Waseem Ullah
Latif U. Khan
Mohsen Guizani
31
0
0
21 Jan 2025
Geometric Distortion Guided Transformer for Omnidirectional Image Super-Resolution
Geometric Distortion Guided Transformer for Omnidirectional Image Super-Resolution
Cuixin Yang
Rongkang Dong
Jun Xiao
Cong Zhang
Kin-Man Lam
Fei Zhou
Guoping Qiu
87
1
0
17 Jan 2025
Semantics Prompting Data-Free Quantization for Low-Bit Vision Transformers
Semantics Prompting Data-Free Quantization for Low-Bit Vision Transformers
Yunshan Zhong
Yuyao Zhou
Yuxin Zhang
Shen Li
Yong Li
Fei Chao
Zhanpeng Zeng
Rongrong Ji
MQ
94
0
0
31 Dec 2024
MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided Prototyping
MSDNet: Multi-Scale Decoder for Few-Shot Semantic Segmentation via Transformer-Guided Prototyping
Amirreza Fateh
Mohammad Reza Mohammadi
Mohammad Reza Jahed Motlagh
ViT
72
5
0
31 Dec 2024
Hierarchical Vector Quantization for Unsupervised Action Segmentation
Hierarchical Vector Quantization for Unsupervised Action Segmentation
Federico Spurio
Emad Bahrami
Gianpiero Francesca
Juergen Gall
39
0
0
23 Dec 2024
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible Tasks
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible Tasks
Yaming Zhang
Chenqiang Gao
Fangcen Liu
Junjie Guo
Lan Wang
Xinggan Peng
Deyu Meng
102
0
0
21 Dec 2024
SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation
SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation
Yunxiang Fu
Meng Lou
Yizhou Yu
115
1
0
16 Dec 2024
Video Diffusion Transformers are In-Context Learners
Video Diffusion Transformers are In-Context Learners
Zhengcong Fei
Di Qiu
Changqian Yu
Debang Li
Mingyuan Fan
VGen
DiffM
193
2
0
14 Dec 2024
ROSE: Revolutionizing Open-Set Dense Segmentation with Patch-Wise Perceptual Large Multimodal Model
Kunyang Han
Yibo Hu
Mengxue Qu
Hailin Shi
Yao Zhao
Y. X. Wei
MLLM
VLM
3DV
85
1
0
29 Nov 2024
RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model
RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model
Huiyang Hu
Peijin Wang
Hanbo Bi
Boyuan Tong
Z. Wang
...
Ziqi Zhang
QiXiang Ye
Kun Fu
Xian Sun
Xian Sun
100
0
0
27 Nov 2024
Open World Object Detection: A Survey
Open World Object Detection: A Survey
Yiming Li
Yi Wang
Wenqian Wang
Dan Lin
Bingbing Li
Kim-Hui Yap
ObjD
39
0
0
15 Oct 2024
Understanding Spatio-Temporal Relations in Human-Object Interaction
  using Pyramid Graph Convolutional Network
Understanding Spatio-Temporal Relations in Human-Object Interaction using Pyramid Graph Convolutional Network
Hao Xing
Darius Burschka
36
11
0
10 Oct 2024
Efficient Semantic Segmentation via Lightweight Multiple-Information Interaction Network
Efficient Semantic Segmentation via Lightweight Multiple-Information Interaction Network
Yangyang Qiu
Guoan Xu
Guangwei Gao
Zhenhua Guo
Yi Yu
Chia-Wen Lin
30
0
0
03 Oct 2024
RingMo-Aerial: An Aerial Remote Sensing Foundation Model With A Affine Transformation Contrastive Learning
RingMo-Aerial: An Aerial Remote Sensing Foundation Model With A Affine Transformation Contrastive Learning
Wenhui Diao
Haichen Yu
Kaiyue Kang
Tong Ling
Di Liu
...
Hanbo Bi
Libo Ren
Xuexue Li
Yongqiang Mao
Xian Sun
34
1
0
20 Sep 2024
Physically Feasible Semantic Segmentation
Physically Feasible Semantic Segmentation
Shamik Basu
Luc Van Gool
Christos Sakaridis
28
1
0
26 Aug 2024
Accuracy Improvement of Cell Image Segmentation Using Feedback Former
Accuracy Improvement of Cell Image Segmentation Using Feedback Former
Hinako Mitsuoka
Kazuhiro Hotta
ViT
MedIm
36
0
0
23 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
ViT
MedIm
26
8
0
14 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
40
0
0
11 Aug 2024
SwinShadow: Shifted Window for Ambiguous Adjacent Shadow Detection
SwinShadow: Shifted Window for Ambiguous Adjacent Shadow Detection
Yonghui Wang
Shaokai Liu
Li Li
Wengang Zhou
Houqiang Li
ViT
46
1
0
07 Aug 2024
NuLite -- Lightweight and Fast Model for Nuclei Instance Segmentation
  and Classification
NuLite -- Lightweight and Fast Model for Nuclei Instance Segmentation and Classification
C. Tommasino
Cristiano Russo
A. M. Rinaldi
45
0
0
03 Aug 2024
CC-SAM: SAM with Cross-feature Attention and Context for Ultrasound
  Image Segmentation
CC-SAM: SAM with Cross-feature Attention and Context for Ultrasound Image Segmentation
Shreyank N. Gowda
David A. Clifton
MedIm
31
1
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
46
3
0
31 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
33
1
0
23 Jul 2024
Straightforward Layer-wise Pruning for More Efficient Visual Adaptation
Straightforward Layer-wise Pruning for More Efficient Visual Adaptation
Ruizi Han
Jinglei Tang
45
1
0
19 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
31
2
0
19 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
43
2
0
16 Jul 2024
FoodMem: Near Real-time and Precise Food Video Segmentation
FoodMem: Near Real-time and Precise Food Video Segmentation
Ahmad AlMughrabi
Adrián Galán
Ricardo Marques
P. Radeva
VOS
36
1
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
60
4
0
16 Jul 2024
Neural-based Video Compression on Solar Dynamics Observatory Images
Neural-based Video Compression on Solar Dynamics Observatory Images
Atefeh Khoshkhahtinat
Ali Zafari
P. Mehta
Nasser M. Nasrabadi
Barbara J. Thompson
M. Kirk
D. D. Silva
48
0
0
12 Jul 2024
HiT-SR: Hierarchical Transformer for Efficient Image Super-Resolution
HiT-SR: Hierarchical Transformer for Efficient Image Super-Resolution
Xiang Zhang
Yulun Zhang
Fisher Yu
37
15
0
08 Jul 2024
CaRe-Ego: Contact-aware Relationship Modeling for Egocentric Interactive Hand-object Segmentation
CaRe-Ego: Contact-aware Relationship Modeling for Egocentric Interactive Hand-object Segmentation
Yuejiao Su
Yi Wang
Lap-Pui Chau
62
1
0
08 Jul 2024
LPViT: Low-Power Semi-structured Pruning for Vision Transformers
LPViT: Low-Power Semi-structured Pruning for Vision Transformers
Kaixin Xu
Zhe Wang
Chunyun Chen
Xue Geng
Jie Lin
Xulei Yang
Min-man Wu
Min Wu
Xiaoli Li
Weisi Lin
ViT
VLM
46
7
0
02 Jul 2024
CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic
  Segmentation of Driving Scenes
CSFNet: A Cosine Similarity Fusion Network for Real-Time RGB-X Semantic Segmentation of Driving Scenes
Danial Qashqai
Emad Mousavian
S. B. Shokouhi
S. Mirzakuchaki
40
0
0
01 Jul 2024
Embedded Visual Prompt Tuning
Embedded Visual Prompt Tuning
Wenqiang Zu
Shenghao Xie
Qing Zhao
Guoqi Li
Lei Ma
VLM
MedIm
49
9
0
01 Jul 2024
LOGCAN++: Adaptive Local-global class-aware network for semantic segmentation of remote sensing imagery
LOGCAN++: Adaptive Local-global class-aware network for semantic segmentation of remote sensing imagery
Xiaowen Ma
Rongrong Lian
Zhenkai Wu
Hongbo Guo
Mengting Ma
Sensen Wu
Zhenhong Du
Siyang Song
Wei Zhang
44
4
0
24 Jun 2024
Self Pre-training with Topology- and Spatiality-aware Masked
  Autoencoders for 3D Medical Image Segmentation
Self Pre-training with Topology- and Spatiality-aware Masked Autoencoders for 3D Medical Image Segmentation
Pengfei Gu
Yejia Zhang
Huimin Li
Chaoli Wang
D. Z. Chen
MedIm
63
1
0
15 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
43
1
0
06 Jun 2024
Enhanced Semantic Segmentation Pipeline for WeatherProof Dataset
  Challenge
Enhanced Semantic Segmentation Pipeline for WeatherProof Dataset Challenge
Nan Zhang
Xidan Zhang
Jianing Wei
Fangjun Wang
Zhiming Tan
MDE
34
0
0
06 Jun 2024
Multi-view Remote Sensing Image Segmentation With SAM priors
Multi-view Remote Sensing Image Segmentation With SAM priors
Zipeng Qi
Chenyang Liu
Zili Liu
Hao Chen
Yongchang Wu
Zhengxia Zou
Zhenwei Sh
33
4
0
23 May 2024
Development of Skip Connection in Deep Neural Networks for Computer
  Vision and Medical Image Analysis: A Survey
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey
Guoping Xu
Xiaxia Wang
Xinglong Wu
Xuesong Leng
Yongchao Xu
3DPC
34
8
0
02 May 2024
Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving
  in Dynamic Environments
Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments
Benoît Gérin
Anaïs Halin
A. Cioppa
Maxim Henry
Bernard Ghanem
Benoît Macq
Christophe De Vleeschouwer
Marc Van Droogenbroeck
TTA
44
0
0
27 Apr 2024
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