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SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers

31 May 2021

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

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Title
Dual Branch Neural Network for Sea Fog Detection in Geostationary Ocean Color Imager Yuan Zhou Keran Chen Xiaofeng Li 33 20 0 04 May 2022
ONCE-3DLanes: Building Monocular 3D Lane Detection Fan Yan Ming-Jun Nie Xinyue Cai Jianhua Han Han Xu Zhengxin Yang Chao Ye Yanwei Fu Michael Bi Mi Li Zhang 81 71 0 30 Apr 2022
Where in the World is this Image? Transformer-based Geo-localization in the Wild Shraman Pramanick E. Nowara Joshua Gleason Carlos D. Castillo Rama Chellappa ViT 60 37 0 29 Apr 2022
Depth Estimation with Simplified Transformer John Yang Le An Anurag Dixit Jinkyu Koo Su Inn Park MDE 77 21 0 28 Apr 2022
Region-level Contrastive and Consistency Learning for Semi-Supervised Semantic Segmentation Jianrong Zhang Tianyi Wu Chuan-Yong Ding Hongwei Zhao Guodong Guo ISeg 122 15 0 28 Apr 2022
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation Lukas Hoyer Dengxin Dai Luc Van Gool 91 235 0 27 Apr 2022
Finding a Landing Site on an Urban Area: A Multi-Resolution Probabilistic Approach Barak Pinkovich Boaz Matalon Ehud Rivlin Hector Rotstein SSeg 63 4 0 26 Apr 2022
Understanding The Robustness in Vision Transformers Daquan Zhou Zhiding Yu Enze Xie Chaowei Xiao Anima Anandkumar Jiashi Feng J. Álvarez ViT 154 193 0 26 Apr 2022
DooDLeNet: Double DeepLab Enhanced Feature Fusion for Thermal-color Semantic Segmentation Oriel Frigo Lucien Martin-Gaffé C. Wacongne 95 18 0 21 Apr 2022
SELMA: SEmantic Large-scale Multimodal Acquisitions in Variable Weather, Daytime and Viewpoints Paolo Testolina F. Barbato Umberto Michieli M. Giordani Pietro Zanuttigh Michele Zorzi 67 35 0 20 Apr 2022
CALI: Coarse-to-Fine ALIgnments Based Unsupervised Domain Adaptation of Traversability Prediction for Deployable Autonomous Navigation Zheng Chen Durgakant Pushp Lantao Liu 58 6 0 20 Apr 2022
Self-Calibrated Efficient Transformer for Lightweight Super-Resolution Wenbin Zou Tian-Chun Ye Weixin Zheng Yunchen Zhang Liang Chen Yi Wu ViT 60 37 0 19 Apr 2022
SePiCo: Semantic-Guided Pixel Contrast for Domain Adaptive Semantic Segmentation Binhui Xie Shuang Li Mingjiang Li Chi Harold Liu Gao Huang Guoren Wang 106 148 0 19 Apr 2022
Multimodal Token Fusion for Vision Transformers Yikai Wang Xinghao Chen Lele Cao Wen-bing Huang Gang Hua Yunhe Wang ViT 100 183 0 19 Apr 2022
Temporally Efficient Vision Transformer for Video Instance Segmentation Shusheng Yang Xinggang Wang Yu Li Yuxin Fang Jiemin Fang Wenyu Liu Xun Zhao Ying Shan ViT 72 67 0 18 Apr 2022
Augmentation Invariance and Adaptive Sampling in Semantic Segmentation of Agricultural Aerial Images A. Tavera Edoardo Arnaudo Carlo Masone Barbara Caputo 71 12 0 17 Apr 2022
MST++: Multi-stage Spectral-wise Transformer for Efficient Spectral Reconstruction Yuanhao Cai Jing Lin Zudi Lin Haoqian Wang Yulun Zhang Hanspeter Pfister Radu Timofte Luc Van Gool 50 183 0 17 Apr 2022
Guided Co-Modulated GAN for 360° Field of View Extrapolation Mohammad Reza Karimi Dastjerdi Yannick Hold-Geoffroy Jonathan Eisenmann Siavash Khodadadeh Jean-François Lalonde 60 24 0 15 Apr 2022
Cross-Image Relational Knowledge Distillation for Semantic Segmentation Chuanguang Yang Helong Zhou Zhulin An Xue Jiang Yong Xu Qian Zhang 134 178 0 14 Apr 2022
Undoing the Damage of Label Shift for Cross-domain Semantic Segmentation Yahao Liu Jinhong Deng Jiale Tao Tong Chu Lixin Duan Wen Li 89 22 0 12 Apr 2022
NightLab: A Dual-level Architecture with Hardness Detection for Segmentation at Night XueQing Deng Peng Wang Xiaochen Lian Shawn D. Newsam 108 36 0 12 Apr 2022
TopFormer: Token Pyramid Transformer for Mobile Semantic Segmentation Wenqiang Zhang Zilong Huang Guozhong Luo Tao Chen Xinggang Wang Wenyu Liu Gang Yu Chunhua Shen ViT 114 209 0 12 Apr 2022
Glass Segmentation with RGB-Thermal Image Pairs Dong Huo Jian Wang Yiming Qian Yee-Hong Yang ISeg 121 41 0 12 Apr 2022
OutfitTransformer: Learning Outfit Representations for Fashion Recommendation Rohan Sarkar Navaneeth Bodla Mariya I. Vasileva Yen-Liang Lin Anu Beniwal Alan Lu Gérard Medioni 57 36 0 11 Apr 2022
DaViT: Dual Attention Vision Transformers Mingyu Ding Bin Xiao Noel Codella Ping Luo Jingdong Wang Lu Yuan ViT 164 253 0 07 Apr 2022
Learning Local and Global Temporal Contexts for Video Semantic Segmentation Guolei Sun Yun Liu Henghui Ding Min Wu Luc Van Gool 90 32 0 07 Apr 2022
End-to-End Instance Edge Detection Xueyan Zou Haotian Liu Yong Jae Lee 68 2 0 06 Apr 2022
An Empirical Study of Remote Sensing Pretraining Di Wang Jing Zhang Bo Du Guisong Xia Dacheng Tao EDL 134 198 0 06 Apr 2022
FocalClick: Towards Practical Interactive Image Segmentation Xi Chen Zhiyan Zhao Yilei Zhang Manni Duan Donglian Qi Hengshuang Zhao 91 130 0 06 Apr 2022
Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation Yuyang Zhao Zhun Zhong Na Zhao N. Sebe G. Lee 117 102 0 06 Apr 2022
BatchFormerV2: Exploring Sample Relationships for Dense Representation Learning Zhi Hou Baosheng Yu Chaoyue Wang Yibing Zhan Dacheng Tao ViT 112 13 0 04 Apr 2022
Dynamic Focus-aware Positional Queries for Semantic Segmentation Haoyu He Jianfei Cai Zizheng Pan Jing Liu Jing Zhang Dacheng Tao Bohan Zhuang 82 17 0 04 Apr 2022
InstaFormer: Instance-Aware Image-to-Image Translation with Transformer Soohyun Kim Jongbeom Baek Jihye Park Gyeongnyeon Kim Seung Wook Kim ViT 112 47 0 30 Mar 2022
On the Road to Online Adaptation for Semantic Image Segmentation Riccardo Volpi Pau de Jorge Diane Larlus G. Csurka OffRL 97 26 0 30 Mar 2022
MatteFormer: Transformer-Based Image Matting via Prior-Tokens Gyutae Park S. Son Jaeyoung Yoo Seho Kim Nojun Kwak ViT 89 66 0 29 Mar 2022
SepViT: Separable Vision Transformer Wei Li Xing Wang Xin Xia Jie Wu Jiashi Li Xuefeng Xiao Min Zheng Shiping Wen ViT 113 42 0 29 Mar 2022
Domain Invariant Siamese Attention Mask for Small Object Change Detection via Everyday Indoor Robot Navigation Koji Takeda Kanji Tanaka Yoshimasa Nakamura 3DPC 56 3 0 29 Mar 2022
MAT: Mask-Aware Transformer for Large Hole Image Inpainting Wenbo Li Zhe Lin Kun Zhou Lu Qi Yi Wang Jiaya Jia 139 320 0 29 Mar 2022
Rethinking Semantic Segmentation: A Prototype View Tianfei Zhou Wenguan Wang E. Konukoglu Luc Van Gool SSeg 118 275 0 28 Mar 2022
Deep Hierarchical Semantic Segmentation Liulei Li Tianfei Zhou Wenguan Wang Jianwu Li Yi Yang SSeg 581 137 0 27 Mar 2022
Feature Selective Transformer for Semantic Image Segmentation Fangjian Lin Tianyi Wu Sitong Wu Sheng Tian Guodong Guo ViT 72 5 0 26 Mar 2022
Semantic Segmentation by Early Region Proxy Yifan Zhang Bo Pang Cewu Lu ViT 122 30 0 26 Mar 2022
Give Me Your Attention: Dot-Product Attention Considered Harmful for Adversarial Patch Robustness Giulio Lovisotto Nicole Finnie Mauricio Muñoz Chaithanya Kumar Mummadi J. H. Metzen AAML ViT 60 33 0 25 Mar 2022
Continual Test-Time Domain Adaptation Qin Wang Olga Fink Luc Van Gool Dengxin Dai OOD TTA 114 432 0 25 Mar 2022
Multi-scale and Cross-scale Contrastive Learning for Semantic Segmentation Theodoros Pissas Claudio S. Ravasio L. Cruz Christos Bergeles 109 15 0 25 Mar 2022
Transformers Meet Visual Learning Understanding: A Comprehensive Review Yuting Yang Licheng Jiao Xuantong Liu Fan Liu Shuyuan Yang Zhixi Feng Xu Tang ViT MedIm 118 28 0 24 Mar 2022
Revisiting Multi-Scale Feature Fusion for Semantic Segmentation Tianjian Meng Golnaz Ghiasi Reza Mahjorian Quoc V. Le Mingxing Tan SSeg 75 2 0 23 Mar 2022
StructToken : Rethinking Semantic Segmentation with Structural Prior Fangjian Lin Zhanhao Liang Miao Zheng Junjun He Kaibing Chen Sheng Tian 94 53 0 23 Mar 2022
VideoMAE: Masked Autoencoders are Data-Efficient Learners for Self-Supervised Video Pre-Training Zhan Tong Yibing Song Jue Wang Limin Wang ViT 249 1,219 0 23 Mar 2022
Focal Modulation Networks Jianwei Yang Chunyuan Li Xiyang Dai Lu Yuan Jianfeng Gao 3DPC 109 279 0 22 Mar 2022