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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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MagicBathyNet: A Multimodal Remote Sensing Dataset for Bathymetry Prediction and Pixel-based Classification in Shallow Waters P. Agrafiotis Lukasz Janowski Dimitrios Skarlatos Begüm Demir 34 3 0 24 May 2024
Semantic Aware Diffusion Inverse Tone Mapping Abhishek Goswami Aru Ranjan Singh Francesco Banterle Kurt Debattista Thomas Bashford-Rogers DiffM 73 3 0 24 May 2024
U3M: Unbiased Multiscale Modal Fusion Model for Multimodal Semantic Segmentation Bingyu Li Da Zhang Zhiyuan Zhao Junyu Gao Xuelong Li 90 5 0 24 May 2024
Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation Jiayi Chen Rong Quan Jie Qin 96 2 0 24 May 2024
PuzzleAvatar: Assembling 3D Avatars from Personal Albums Yuliang Xiu Yufei Ye Zhen Liu Dimitrios Tzionas Michael J. Black 86 10 0 23 May 2024
Generative Camera Dolly: Extreme Monocular Dynamic Novel View Synthesis Basile Van Hoorick Rundi Wu Ege Ozguroglu Kyle Sargent Ruoshi Liu P. Tokmakov Achal Dave Changxi Zheng Carl Vondrick DiffM VGen 127 35 0 23 May 2024
Controllable Continual Test-Time Adaptation Ziqi Shi Fan Lyu Ye Liu Fanhua Shang Fuyuan Hu Wei Feng Zhang Zhang Liang Wang TTA 104 2 0 23 May 2024
Segformer++: Efficient Token-Merging Strategies for High-Resolution Semantic Segmentation Daniel Kienzle Marco Kantonis Robin Schon Rainer Lienhart 60 3 0 23 May 2024
SCMix: Stochastic Compound Mixing for Open Compound Domain Adaptation in Semantic Segmentation Kai Yao Zhaorui Tan Zixian Su Xi Yang Jie Sun Kaizhu Huang 121 0 0 23 May 2024
Embedding Generalized Semantic Knowledge into Few-Shot Remote Sensing Segmentation Yuyu Jia Wei Huang Junyu Gao Qi. Wang Qiang Li 77 4 0 22 May 2024
The Power of Next-Frame Prediction for Learning Physical Laws T. Winterbottom G. Hudson Daniel Kluvanec Dean L. Slack Jamie Sterling Junjie Shentu Chenghao Xiao Zheming Zhou Noura Al Moubayed 51 1 0 21 May 2024
Influence of Water Droplet Contamination for Transparency Segmentation Volker Knauthe Paul Weitz Thomas Pollabauer Tristan Wirth Arne Rak Arjan Kuijper Dieter W. Fellner 108 1 0 21 May 2024
BIMM: Brain Inspired Masked Modeling for Video Representation Learning Zhifan Wan Jie Zhang Chang-bo Li Shiguang Shan 95 0 0 21 May 2024
Multi-dimension Transformer with Attention-based Filtering for Medical Image Segmentation Wentao Wang Xi Xiao Mingjie Liu Qing Tian Xuanyao Huang Qizhen Lan Swalpa Kumar Roy Tianyang Wang MedIm 76 3 0 20 May 2024
Filling Missing Values Matters for Range Image-Based Point Cloud Segmentation Bike Chen Chen Gong Juha Röning 3DPC 92 4 0 16 May 2024
NTIRE 2024 Restore Any Image Model (RAIM) in the Wild Challenge Jie Liang Radu Timofte Qiaosi Yi Shuai Liu Lingchen Sun Rongyuan Wu Xindong Zhang Huiyu Zeng Lei Zhang 111 19 0 16 May 2024
Vision Transformers for End-to-End Vision-Based Quadrotor Obstacle Avoidance Anish Bhattacharya Nishanth Rao Dhruv Parikh Pratik Kunapuli Nikolai Matni Vijay Kumar Nikolai Matni Vijay Kumar 116 8 0 16 May 2024
Classifying geospatial objects from multiview aerial imagery using semantic meshes David Russell Ben Weinstein David Wettergreen Derek Young 27 0 0 15 May 2024
IMAFD: An Interpretable Multi-stage Approach to Flood Detection from time series Multispectral Data Ziyang Zhang Plamen Angelov D. Kangin Nicolas Longépé AI4CE 76 1 0 13 May 2024
EMCAD: Efficient Multi-scale Convolutional Attention Decoding for Medical Image Segmentation Md Mostafijur Rahman Mustafa Munir R. Marculescu MedIm 127 53 0 11 May 2024
Context-Guided Spatial Feature Reconstruction for Efficient Semantic Segmentation Zhenliang Ni Xinghao Chen Yingjie Zhai Yehui Tang Yunhe Wang 109 20 0 10 May 2024
MDNet: Multi-Decoder Network for Abdominal CT Organs Segmentation Debesh Jha Nikhil Kumar Tomar Koushik Biswas Gorkem Durak M. Antalek ... Alpay Medetalibeyoglu Yury Velichko Daniela Ladner Amir Borhani Ulas Bagci MedIm 52 2 0 10 May 2024
Efficient Pretraining Model based on Multi-Scale Local Visual Field Feature Reconstruction for PCB CT Image Element Segmentation Chen Chen Kai Qiao Jie Yang Jian Chen Bin Yan 42 2 0 09 May 2024
Bidirectional Progressive Transformer for Interaction Intention Anticipation Zichen Zhang Hongcheng Luo Wei Zhai Yang Cao Yu Kang 113 5 0 09 May 2024
Structured Click Control in Transformer-based Interactive Segmentation Long Xu Yong-Xiang Chen Rui Huang Feng Wu Shiwu Lai 64 0 0 07 May 2024
pFedLVM: A Large Vision Model (LVM)-Driven and Latent Feature-Based Personalized Federated Learning Framework in Autonomous Driving Wei-Bin Kou Qingfeng Lin Ming Tang Sheng Xu Rongguang Ye ... Shuai Wang Guofa Li Zhenyu Chen Guangxu Zhu Yik-Chung Wu FedML 121 12 0 07 May 2024
Is Sora a World Simulator? A Comprehensive Survey on General World Models and Beyond Zheng Zhu Xiaofeng Wang Wangbo Zhao Chen Min Nianchen Deng ... Dawei Zhao Liang Xiao Jian-jun Zhao Jiwen Lu Guan Huang VGen LM&Ro 176 48 0 06 May 2024
PTQ4SAM: Post-Training Quantization for Segment Anything Chengtao Lv Hong Chen Jinyang Guo Yifu Ding Xianglong Liu VLM MQ 85 16 0 06 May 2024
Few-Shot Fruit Segmentation via Transfer Learning Jordan A. James Heather K. Manching Amanda M. Hulse-Kemp William J. Beksi 72 1 0 04 May 2024
Spider: A Unified Framework for Context-dependent Concept Segmentation Xiaoqi Zhao Youwei Pang Wei Ji Baicheng Sheng Jiaming Zuo Lihe Zhang Huchuan Lu 98 8 0 02 May 2024
Dexterous Grasp Transformer Guo-Hao Xu Yi-Lin Wei Dian Zheng Xiao-Ming Wu Wei-Shi Zheng ViT 76 13 0 28 Apr 2024
Random Walk on Pixel Manifolds for Anomaly Segmentation of Complex Driving Scenes Zelong Zeng Kaname Tomite 72 1 0 27 Apr 2024
Multi-Stream Cellular Test-Time Adaptation of Real-Time Models Evolving in Dynamic Environments Benoît Gérin Anaïs Halin A. Cioppa Maxim Henry Guohao Li Benoît Macq Christophe De Vleeschouwer Marc Van Droogenbroeck TTA 82 0 0 27 Apr 2024
Sparse Reconstruction of Optical Doppler Tomography with Alternative State Space Model and Attention Zhenghong Li Jiaxiang Ren Wensheng Cheng C. Du Yingtian Pan Haibin Ling 66 0 0 26 Apr 2024
Multi-Scale Representations by Varying Window Attention for Semantic Segmentation Haotian Yan Ming Wu Chuang Zhang 100 14 0 25 Apr 2024
Light-weight Retinal Layer Segmentation with Global Reasoning Xiang He Weiye Song Yiming Wang Fabio Poiesi Ji Yi M. Desai Quanqing Xu Kongzheng Yang Yi Wan MedIm 3DV 59 12 0 25 Apr 2024
Style Adaptation for Domain-adaptive Semantic Segmentation Ting Li Jianshu Chao Deyu An 55 1 0 25 Apr 2024
External Prompt Features Enhanced Parameter-efficient Fine-tuning for Salient Object Detection Wen Liang Peipei Ran Mengchao Bai Xiao Liu P. B. Githinji Wei Zhao Peiwu Qin 93 0 0 23 Apr 2024
Generalizable Neural Human Renderer Mana Masuda Jinhyung D. Park Shun Iwase Rawal Khirodkar Kris Kitani 3DH 116 2 0 22 Apr 2024
LMFNet: An Efficient Multimodal Fusion Approach for Semantic Segmentation in High-Resolution Remote Sensing Tong Wang Guanzhou Chen Xiaodong Zhang Chenxi Liu Xiaoliang Tan Jiaqi Wang Chanjuan He Wenlin Zhou 68 3 0 21 Apr 2024
Dynamic in Static: Hybrid Visual Correspondence for Self-Supervised Video Object Segmentation Gensheng Pei Yazhou Yao Jianbo Jiao Wenguan Wang Liqiang Nie Jinhui Tang VOS 98 1 0 21 Apr 2024
BACS: Background Aware Continual Semantic Segmentation Mostafa ElAraby Ali Harakeh Liam Paull CLL 77 0 0 19 Apr 2024
When are Foundation Models Effective? Understanding the Suitability for Pixel-Level Classification Using Multispectral Imagery Yiqun Xie Zhihao Wang Weiye Chen Zhili Li Xiaowei Jia Yanhua Li Ruichen Wang Kangyang Chai Ruohan Li Sergii Skakun VLM 82 3 0 17 Apr 2024
IrrNet: Advancing Irrigation Mapping with Incremental Patch Size Training on Remote Sensing Imagery Oishee Bintey Hoque Samarth Swarup Abhijin Adiga S. Nouwakpo Madhav Marathe 91 1 0 17 Apr 2024
CarcassFormer: An End-to-end Transformer-based Framework for Simultaneous Localization, Segmentation and Classification of Poultry Carcass Defect Minh Q. Tran Sang Truong Arthur F. A. Fernandes Michael Kidd Ngan Le ViT 100 4 0 17 Apr 2024
A Semantic Segmentation-guided Approach for Ground-to-Aerial Image Matching Francesco Pro Nikolaos Dionelis Luca Maiano B. L. Saux Irene Amerini 48 3 0 17 Apr 2024
Learning from Unlabelled Data with Transformers: Domain Adaptation for Semantic Segmentation of High Resolution Aerial Images Nikolaos Dionelis Francesco Pro Luca Maiano Irene Amerini B. L. Saux 85 4 0 17 Apr 2024
Understanding the Performance Horizon of the Latest ML Workloads with NonGEMM Workloads Rachid Karami Hemanth Kota Sheng-Chun Kao 46 0 0 17 Apr 2024
Gasformer: A Transformer-based Architecture for Segmenting Methane Emissions from Livestock in Optical Gas Imaging Toqi Tahamid Sarker M. Embaby Khaled R Ahmed A. AbuGhazaleh 56 4 0 16 Apr 2024
Conformal Semantic Image Segmentation: Post-hoc Quantification of Predictive Uncertainty Luca Mossina Joseba Dalmau Léo Andéol UQCV 212 15 0 16 Apr 2024