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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
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Tissue-Contrastive Semi-Masked Autoencoders for Segmentation Pretraining on Chest CT Jie Zheng Ru Wen Haiqin Hu Lina Wei Kui Su Wei Chen Chen Liu Jun Wang 96 1 0 12 Jul 2024
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GMC: A General Framework of Multi-stage Context Learning and Utilization for Visual Detection Tasks Xuan Wang Hao Tang Zhigang Zhu ObjD 64 1 0 08 Jul 2024
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Explainable Metric Learning for Deflating Data Bias Emma Andrews Prabhat Mishra 82 1 0 05 Jul 2024
Hyperspectral Dataset and Deep Learning methods for Waste from Electric and Electronic Equipment Identification (WEEE) A. Picón Pablo Galan Arantza Bereciartua-Perez Leire Benito-del-Valle 34 3 0 05 Jul 2024
HoloHisto: End-to-end Gigapixel WSI Segmentation with 4K Resolution Sequential Tokenization Yucheng Tang Yufan He Vishwesh Nath Pengfeig Guo Ruining Deng ... Ziyue Xu Holger Roth Daguang Xu Haichun Yang Yuankai Huo 62 4 0 03 Jul 2024
Relating CNN-Transformer Fusion Network for Change Detection Yuhao Gao Gensheng Pei Mengmeng Sheng Zeren Sun Tao Chen Yazhou Yao ViT 73 2 0 03 Jul 2024
ISWSST: Index-space-wave State Superposition Transformers for Multispectral Remotely Sensed Imagery Semantic Segmentation Chang Li Pengfei Zhang Yu Wang 73 0 0 03 Jul 2024
A Refreshed Similarity-based Upsampler for Direct High-Ratio Feature Upsampling Minghao Zhou Hong Wang Yefeng Zheng Deyu Meng 226 2 0 02 Jul 2024
Label-free Neural Semantic Image Synthesis Jiayi Wang Kevin Laube Yumeng Li J. H. Metzen Shin-I Cheng Julio Borges Anna Khoreva DiffM 144 0 0 01 Jul 2024
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 93 0 0 01 Jul 2024
Gradient-based Class Weighting for Unsupervised Domain Adaptation in Dense Prediction Visual Tasks Roberto Alcover-Couso Marcos Escudero-Viñolo Juan C. Sanmiguel Jesús Bescós AI4CE 74 3 0 01 Jul 2024
HATs: Hierarchical Adaptive Taxonomy Segmentation for Panoramic Pathology Image Analysis Ruining Deng Quan Liu Can Cui Tianyuan Yao Juming Xiong ... Yu Wang Shilin Zhao Yucheng Tang Haichun Yang Yuankai Huo 58 3 0 30 Jun 2024
AstMatch: Adversarial Self-training Consistency Framework for Semi-Supervised Medical Image Segmentation Guanghao Zhu Jing Zhang Juanxiu Liu Xiaohui Du Ruqian Hao Yong Liu Lin Liu 62 0 0 28 Jun 2024
PPTFormer: Pseudo Multi-Perspective Transformer for UAV Segmentation Deyi Ji Wenwei Jin Hongtao Lu Feng Zhao 114 5 0 28 Jun 2024
Divide, Ensemble and Conquer: The Last Mile on Unsupervised Domain Adaptation for On-Board Semantic Segmentation Tao Lian Jose L. Gómez Antonio M. López 79 0 0 27 Jun 2024
Fast Optimizer Benchmark Simon Blauth Tobias Bürger Zacharias Häringer Jörg Franke Frank Hutter 53 0 0 26 Jun 2024
Evaluating and Benchmarking Foundation Models for Earth Observation and Geospatial AI Nikolaos Dionelis Casper Fibaek Luke Camilleri Andreas Luyts Jente Bosmans B. L. Saux 85 3 0 26 Jun 2024
VIPriors 4: Visual Inductive Priors for Data-Efficient Deep Learning Challenges Robert-Jan Bruintjes A. Lengyel Marcos Baptista-Rios O. Kayhan Davide Zambrano Nergis Tomen Jan van Gemert VLM 96 0 0 26 Jun 2024
XLD: A Cross-Lane Dataset for Benchmarking Novel Driving View Synthesis Hao Li Chenming Wu Ming Yuan Chenming Wu Chen Zhao Chunyu Song Haocheng Feng Errui Ding Dingwen Zhang Jiashuo Wang 240 6 0 26 Jun 2024
Local-to-Global Cross-Modal Attention-Aware Fusion for HSI-X Semantic Segmentation Xuming Zhang Naoto Yokoya Xingfa Gu Qingjiu Tian Lorenzo Bruzzone 70 1 0 25 Jun 2024
DocParseNet: Advanced Semantic Segmentation and OCR Embeddings for Efficient Scanned Document Annotation Ahmad Mohammadshirazi Ali Nosrati Firoozsalari Mengxi Zhou Dheeraj Kulshrestha R. Ramnath 87 0 0 25 Jun 2024
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GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization Yuxiao Chen Xiaolin Huang Quan Zhang Wei Li Mingjian Zhu ... Hanting Chen Hailin Hu J. Yang Wen Liu Jie Hu EGVM 148 7 0 24 Jun 2024
Vision Mamba-based autonomous crack segmentation on concrete, asphalt, and masonry surfaces Zhaohui Chen Elyas Asadi Shamsabadi Sheng Jiang Luming Shen Daniel Dias-da-Costa Mamba 78 4 0 24 Jun 2024
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 237 5 0 24 Jun 2024
Wound Tissue Segmentation in Diabetic Foot Ulcer Images Using Deep Learning: A Pilot Study M. K. Dhar Chuanbo Wang Yash Patel Taiyu Zhang J. Niezgoda Sandeep Gopalakrishnan Keke Chen Zeyun Yu 86 1 0 23 Jun 2024
UDHF2-Net: Uncertainty-diffusion-model-based High-Frequency TransFormer Network for Remotely Sensed Imagery Interpretation Pengfei Zhang Chang Li Yongjun Zhang Rongjun Qin Kyle Gao Jonathan Li 53 1 0 23 Jun 2024
DISHA: Low-Energy Sparse Transformer at Edge for Outdoor Navigation for the Visually Impaired Individuals Praveen Nagil Sumit K. Mandal 23 0 0 22 Jun 2024
Single-Temporal Supervised Learning for Universal Remote Sensing Change Detection Zhuo Zheng Yanfei Zhong A. Ma Liangpei Zhang 101 10 0 22 Jun 2024
Trusting Semantic Segmentation Networks Samik Some Vinay P. Namboodiri UQCV 87 0 0 20 Jun 2024
Towards Holistic Language-video Representation: the language model-enhanced MSR-Video to Text Dataset Yuchen Yang Yingxuan Duan VGen 52 0 0 19 Jun 2024
Trusted Video Inpainting Localization via Deep Attentive Noise Learning Zijie Lou Gang Cao Man Lin AAML 85 3 0 19 Jun 2024
Exploring Multi-view Pixel Contrast for General and Robust Image Forgery Localization Zijie Lou Gang Cao Kun Guo Haochen Zhu Lifang Yu 79 6 0 19 Jun 2024
Reparameterizable Dual-Resolution Network for Real-time Semantic Segmentation Guoyu Yang Yuan Wang Daming Shi SSeg 83 1 0 18 Jun 2024
Agriculture-Vision Challenge 2024 -- The Runner-Up Solution for Agricultural Pattern Recognition via Class Balancing and Model Ensemble Wang Liu Zhiyu Wang Puhong Duan Xudong Kang Shutao Li 48 0 0 18 Jun 2024
They're All Doctors: Synthesizing Diverse Counterfactuals to Mitigate Associative Bias Salma Abdel Magid Jui-Hsien Wang Kushal Kafle Hanspeter Pfister 128 1 0 17 Jun 2024