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Lawin Transformer: Improving Semantic Segmentation Transformer with Multi-Scale Representations via Large Window Attention
5 January 2022
Haotian Yan
Chuang Zhang
Ming Wu
ViT
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Papers citing
"Lawin Transformer: Improving Semantic Segmentation Transformer with Multi-Scale Representations via Large Window Attention"
31 / 31 papers shown
Colorectal Cancer Tumor Grade Segmentation in Digital Histopathology Images: From Giga to Mini Challenge
Alper Bahcekapili
Duygu Arslan
Umut Ozdemir
Berkay Ozkirli
Emre Akbas
...
Luc Téot
Fahad Alsharekh
Shahad Alghannam
Hexiang Mao
Wenhua Zhang
194
0
0
07 Jul 2025
SIGHT: Synthesizing Image-Text Conditioned and Geometry-Guided 3D Hand-Object Trajectories
Alexey Gavryushin
Florian Redhardt
Gaia Di Lorenzo
Luc Van Gool
Marc Pollefeys
Kaichun Mo
304
1
0
28 Mar 2025
HAFormer: Unleashing the Power of Hierarchy-Aware Features for Lightweight Semantic Segmentation
Guoan Xu
Wenjing Jia
Tao Wu
Ligeng Chen
Guangwei Gao
ViT
264
24
0
10 Jul 2024
DocParseNet: Advanced Semantic Segmentation and OCR Embeddings for Efficient Scanned Document Annotation
Ahmad Mohammadshirazi
Ali Nosrati Firoozsalari
Mengxi Zhou
Dheeraj Kulshrestha
R. Ramnath
266
2
0
25 Jun 2024
MarsSeg: Mars Surface Semantic Segmentation with Multi-level Extractor and Connector
Junbo Li
Keyan Chen
Gengju Tian
Lu Li
Z. Shi
248
3
0
05 Apr 2024
Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights
Moein Heidari
Reza Azad
Sina Ghorbani Kolahi
René Arimond
Leon Niggemeier
...
Afshin Bozorgpour
Ehsan Khodapanah Aghdam
Amirhossein Kazerouni
Ilker Hacihaliloglu
Dorit Merhof
298
14
0
28 Mar 2024
A Decoding Scheme with Successive Aggregation of Multi-Level Features for Light-Weight Semantic Segmentation
Jiwon Yoo
Jangwon Lee
Gyeonghwan Kim
211
0
0
17 Feb 2024
SERNet-Former: Semantic Segmentation by Efficient Residual Network with Attention-Boosting Gates and Attention-Fusion Networks
Serdar Erişen
SSeg
566
21
0
28 Jan 2024
UP-CrackNet: Unsupervised Pixel-Wise Road Crack Detection via Adversarial Image Restoration
Nachuan Ma
Rui Fan
Lihua Xie
207
27
0
28 Jan 2024
StarCraftImage: A Dataset For Prototyping Spatial Reasoning Methods For Multi-Agent Environments
Computer Vision and Pattern Recognition (CVPR), 2023
Sean Kulinski
Nicholas R. Waytowich
James Z. Hare
David I. Inouye
222
4
0
09 Jan 2024
Improving Normalization with the James-Stein Estimator
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Seyedalireza Khoshsirat
Chandra Kambhamettu
172
8
0
01 Dec 2023
Cross-level Attention with Overlapped Windows for Camouflaged Object Detection
Jiepan Li
Fangxiao Lu
Nan Xue
Zhuo Li
Hongyan Zhang
Wei He
226
2
0
28 Nov 2023
P2AT: Pyramid Pooling Axial Transformer for Real-time Semantic Segmentation
Expert systems with applications (ESWA), 2023
Mohammed A. M. Elhassan
Changjun Zhou
Amina Benabid
Abuzar B. M. Adam
ViT
211
19
0
23 Oct 2023
Minimalist and High-Performance Semantic Segmentation with Plain Vision Transformers
Yuanduo Hong
Jue Wang
Weichao Sun
Huihui Pan
VLM
ViT
239
7
0
19 Oct 2023
Transferable Attack for Semantic Segmentation
Mengqi He
Jing Zhang
Zhaoyuan Yang
Mingyi He
Nick Barnes
Yuchao Dai
213
2
0
31 Jul 2023
Disentangle then Parse:Night-time Semantic Segmentation with Illumination Disentanglement
IEEE International Conference on Computer Vision (ICCV), 2023
Zhixiang Wei
Lin Chen
Tao Tu
Wei Xu
Pengyang Ling
Yi Jin
192
11
0
18 Jul 2023
Diabetic Foot Ulcer Grand Challenge 2022 Summary
Connah Kendrick
B. Cassidy
N. Reeves
Joseph M Pappachan
C. O'Shea
Vishnu Chandrabalan
Moi Hoon Yap
180
4
0
24 Apr 2023
Radar-Camera Fusion for Object Detection and Semantic Segmentation in Autonomous Driving: A Comprehensive Review
IEEE Transactions on Intelligent Vehicles (TIV), 2023
Shanliang Yao
Runwei Guan
Xiaoyu Huang
Zhuoxiao Li
Xiangyu Sha
...
Eng Gee Lim
H. Seo
Ka Lok Man
Xiaohui Zhu
Yutao Yue
276
180
0
20 Apr 2023
Lightweight Real-time Semantic Segmentation Network with Efficient Transformer and CNN
Guoan Xu
Juncheng Li
Guangwei Gao
Huimin Lu
Jian Yang
Dong Yue
ViT
202
99
0
21 Feb 2023
Representation Separation for Semantic Segmentation with Vision Transformers
Yuanduo Hong
Huihui Pan
Weichao Sun
Xinghu Yu
Huijun Gao
ViT
176
5
0
28 Dec 2022
Mutual Information Learned Classifiers: an Information-theoretic Viewpoint of Training Deep Learning Classification Systems
Xiaodong Wu
Q. Zhang
Zhenji Chen
Qiaoan Liu
Weizhuo Shao
SSL
FedML
187
3
0
21 Sep 2022
HarDNet-DFUS: An Enhanced Harmonically-Connected Network for Diabetic Foot Ulcer Image Segmentation and Colonoscopy Polyp Segmentation
Ting-Yu Liao
Ching-Hui Yang
Y. Lo
Kuan-Ying Lai
Po-Huai Shen
Youn-Long Lin
129
23
0
15 Sep 2022
Probing Contextual Diversity for Dense Out-of-Distribution Detection
Silvio Galesso
M. A. Bravo
Mehdi Naouar
Thomas Brox
200
4
0
30 Aug 2022
AI and 6G into the Metaverse: Fundamentals, Challenges and Future Research Trends
IEEE Open Journal of the Communications Society (OJ-COMS), 2022
Muhammad Zawish
Fayaz Ali Dharejo
Sunder Ali Khowaja
Saleem Raza
Steven Davy
Kapal Dev
P. Bellavista
234
115
0
23 Aug 2022
Real Time Egocentric Segmentation for Video-self Avatar in Mixed Reality
Ester González-Sosa
Andrija Gajic
Diego Gonzalez Morin
G. Robledo
Pablo Pérez
Á. Villegas
163
10
0
04 Jul 2022
Transformer Scale Gate for Semantic Segmentation
Computer Vision and Pattern Recognition (CVPR), 2022
Hengcan Shi
Munawar Hayat
Jianfei Cai
ViT
221
29
0
14 May 2022
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning
Xinyu Luo
Kailai Li
Kailun Yang
Alina Roitberg
Kunyu Peng
Rainer Stiefelhagen
154
11
0
19 Mar 2022
CMX: Cross-Modal Fusion for RGB-X Semantic Segmentation with Transformers
Kailai Li
Huayao Liu
Kailun Yang
Xinxin Hu
Ruiping Liu
Rainer Stiefelhagen
ViT
417
505
0
09 Mar 2022
Borrowing from yourself: Faster future video segmentation with partial channel update
International Conference on Pattern Recognition (ICPR), 2022
Evann Courdier
Franccois Fleuret
238
0
0
11 Feb 2022
On the Relationship between Self-Attention and Convolutional Layers
International Conference on Learning Representations (ICLR), 2019
Jean-Baptiste Cordonnier
Andreas Loukas
Martin Jaggi
560
605
0
08 Nov 2019
Xception: Deep Learning with Depthwise Separable Convolutions
Computer Vision and Pattern Recognition (CVPR), 2016
François Chollet
MDE
BDL
PINN
3.0K
16,661
0
07 Oct 2016
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