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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
Zero-Shot Pseudo Labels Generation Using SAM and CLIP for Semi-Supervised Semantic Segmentation Nagito Saito Shintaro Ito Koichi Ito T. Aoki VLM MedIm 173 0 0 26 May 2025
Eye-See-You: Reverse Pass-Through VR and Head Avatars Ankan Dash Jingyi Gu Guiling Wang Chen Chen 60 0 0 24 May 2025
BOTM: Echocardiography Segmentation via Bi-directional Optimal Token Matching Zhihua Liu Lei Tong Xilin He Che Liu Rossella Arcucci Chen Jin Huiyu Zhou 171 0 0 23 May 2025
Depth-Sensitive Soft Suppression with RGB-D Inter-Modal Stylization Flow for Domain Generalization Semantic Segmentation Binbin Wei Yuhang Zhang Shishun Tian Muxin Liao Wei Li Wenbin Zou MDE 206 0 0 11 May 2025
GeomHair: Reconstruction of Hair Strands from Colorless 3D Scans Rachmadio Noval Lazuardi Artem Sevastopolsky Egor Zakharov Matthias Niessner V. Sklyarova 3DH 83 0 0 08 May 2025
Benchmarking Feature Upsampling Methods for Vision Foundation Models using Interactive Segmentation Volodymyr Havrylov Haiwen Huang Dan Zhang Andreas Geiger 464 0 0 04 May 2025
Adversarial Robustness of Deep Learning Models for Inland Water Body Segmentation from SAR Images Siddharth Kothari Srinivasan Murali Sankalp Kothari Ujjwal Verma Jaya Sreevalsan-Nair 183 0 0 03 May 2025
Pack-PTQ: Advancing Post-training Quantization of Neural Networks by Pack-wise Reconstruction Changjun Li Runqing Jiang Zhuo Song Pengpeng Yu Ye Zhang Yulan Guo MQ 112 0 0 01 May 2025
Leveraging Modified Ex Situ Tomography Data for Segmentation of In Situ Synchrotron X-Ray Computed Tomography Tristan Manchester Adam Anders Julio Spadotto Hannah Eccleston William Beavan Hugues Arcis Brian J. Connolly 60 0 0 27 Apr 2025
HDBFormer: Efficient RGB-D Semantic Segmentation with A Heterogeneous Dual-Branch Framework Shuobin Wei Zhuang Zhou Zhengan Lu Zizhao Yuan Binghua Su MDE 230 0 0 18 Apr 2025
Remote sensing colour image semantic segmentation of trails created by large herbivorous Mammals J. Díez-Pastor Francisco Javier Gonzalez-Moya Pedro Latorre-Carmona Francisco Javier Perez-Barbería Ludmila I.Kuncheva Antonio Canepa-Oneto Alvar Arnaiz-González C. García-Osorio 262 0 0 16 Apr 2025
Uncertainty Guided Refinement for Fine-Grained Salient Object Detection Yao Yuan Pan Gao Qun Dai Jie Qin Wei Xiang 194 0 0 13 Apr 2025
Earth-Adapter: Bridge the Geospatial Domain Gaps with Mixture of Frequency Adaptation Xiaoxing Hu Ziyang Gong Yansen Wang Yuru Jia Gen Luo Xue Yang 429 0 0 08 Apr 2025
Robust Fusion Controller: Degradation-aware Image Fusion with Fine-grained Language Instructions Hao Zhang Yanping Zha Qingwei Zhuang Z. Shao Jiayi Ma 84 0 0 08 Apr 2025
Continuous Locomotive Crowd Behavior Generation Inhwan Bae Junoh Lee Hae-Gon Jeon 93 0 0 07 Apr 2025
Benchmarking the Spatial Robustness of DNNs via Natural and Adversarial Localized Corruptions Giulia Marchiori Pietrosanti Giulio Rossolini Alessandro Biondi Giorgio Buttazzo AAML 297 0 0 02 Apr 2025
Benchmarking Multi-modal Semantic Segmentation under Sensor Failures: Missing and Noisy Modality Robustness Chenfei Liao Kaiyu Lei Xu Zheng Junha Moon Zhixiong Wang Yansen Wang Danda Pani Paudel Luc Van Gool Xuming Hu VLM 122 8 0 24 Mar 2025
FRESA: Feedforward Reconstruction of Personalized Skinned Avatars from Few Images Rong Wang F. Prada Ziyan Wang Zhongshi Jiang Chengxiang Yin ... Javier Romero R. Joshi Hongdong Li Jason M. Saragih Yaser Sheikh 3DH 156 1 0 24 Mar 2025
Concat-ID: Towards Universal Identity-Preserving Video Synthesis Yong Zhong Zhuoyi Yang Jiayan Teng Xiaotao Gu Chongxuan Li VGen 126 4 0 18 Mar 2025
Att-Adapter: A Robust and Precise Domain-Specific Multi-Attributes T2I Diffusion Adapter via Conditional Variational Autoencoder Wonwoong Cho Yan-Ying Chen M. Klenk David I. Inouye Yanxia Zhang DiffM 472 0 0 15 Mar 2025
SimROD: A Simple Baseline for Raw Object Detection with Global and Local Enhancements Haiyang Xie Xi Shen Shihua Huang Qirui Wang Zheng Wang 112 0 0 10 Mar 2025
MemorySAM: Memorize Modalities and Semantics with Segment Anything Model 2 for Multi-modal Semantic Segmentation Chenfei Liao Xu Zheng Yuanhuiyi Lyu Haiwei Xue Yihong Cao Jiawen Wang Kailun Yang Xuming Hu VLM 120 9 0 09 Mar 2025
USP: Unified Self-Supervised Pretraining for Image Generation and Understanding Xiangxiang Chu Renda Li Yong Wang 221 1 0 08 Mar 2025
Is Pre-training Applicable to the Decoder for Dense Prediction? Chao Ning Wanshui Gan Weihao Xuan Naoto Yokoya 247 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 256 0 0 04 Mar 2025
Every SAM Drop Counts: Embracing Semantic Priors for Multi-Modality Image Fusion and Beyond Guanyao Wu Haoyu Liu Hongming Fu Yichuan Peng Jinyuan Liu Xin-Yue Fan Risheng Liu 110 0 0 03 Mar 2025
A Lightweight and Extensible Cell Segmentation and Classification Model for Whole Slide Images N. Shvetsov T. Kilvaer M. Tafavvoghi Anders Sildnes Kajsa Møllersen Lill-ToveRasmussen Busund L. A. Bongo VLM 104 1 0 26 Feb 2025
Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT Segmentation Yuexing Ding Jun Wang H. Lyu 196 0 0 17 Feb 2025
Image Forgery Localization with State Space Models Zijie Lou Gang Cao Kun Guo Shaowei Weng Lifang Yu Mamba 148 1 0 17 Feb 2025
Enhancing Ground-to-Aerial Image Matching for Visual Misinformation Detection Using Semantic Segmentation Emanuele Mule Matteo Pannacci Ali Ghasemi Goudarzi Francesco Pro Lorenzo Papa Luca Maiano Irene Amerini 121 0 0 10 Feb 2025
UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation Tao Zhang Jinyong Wen Zhen Chen Kun Ding Di Zhang Chunhong Pan 240 1 0 04 Feb 2025
iFormer: Integrating ConvNet and Transformer for Mobile Application Chuanyang Zheng ViT 134 0 0 26 Jan 2025
Enhancing kelp forest detection in remote sensing images using crowdsourced labels with Mixed Vision Transformers and ConvNeXt segmentation models Ioannis Nasios 104 0 0 23 Jan 2025
DiffDoctor: Diagnosing Image Diffusion Models Before Treating Yiyang Wang Xi Chen Xiaogang Xu S. Ji Yongxu Liu Yujun Shen Hengshuang Zhao DiffM 106 0 0 21 Jan 2025
Disharmony: Forensics using Reverse Lighting Harmonization P. W. Shin Jack Sampson Vijaykrishnan Narayanan Andres Marquez Mahantesh Halappanavar DiffM 112 0 0 20 Jan 2025
Rethinking Early-Fusion Strategies for Improved Multimodal Image Segmentation Zhengwen Shen Yulian Li Han Zhang Yuchen Weng Jun Wang 83 0 0 19 Jan 2025
OpenEarthMap-SAR: A Benchmark Synthetic Aperture Radar Dataset for Global High-Resolution Land Cover Mapping J. Xia Hongruixuan Chen Clifford Broni-bediako Yimin Wei Jian Song Naoto Yokoya 75 5 0 18 Jan 2025
MAMo: Leveraging Memory and Attention for Monocular Video Depth Estimation R. Yasarla H. Cai Jisoo Jeong Y. Shi Risheek Garrepalli Fatih Porikli MDE 227 17 0 17 Jan 2025
FutureDepth: Learning to Predict the Future Improves Video Depth Estimation R. Yasarla Manish Kumar Singh Hong Cai Yunxiao Shi Jisoo Jeong Yinhao Zhu Shizhong Han Risheek Garrepalli Fatih Porikli MDE 191 8 0 17 Jan 2025
Detecting Contextual Anomalies by Discovering Consistent Spatial Regions Zhengye Yang Richard J. Radke 92 0 0 14 Jan 2025
BRIGHT: A globally distributed multimodal building damage assessment dataset with very-high-resolution for all-weather disaster response Hongruixuan Chen Jian Song Olivier Dietrich Clifford Broni-bediako Weihao Xuan ... Yimin Wei J. Xia Cuiling Lan Konrad Schindler Naoto Yokoya 213 6 0 10 Jan 2025
Semi-supervised 3D Semantic Scene Completion with 2D Vision Foundation Model Guidance Duc-Hai Pham Duc Dung Nguyen Anh Pham Ho Lai Tuan P. Nguyen Khoi Duc Minh Nguyen Rang Nguyen 3DPC 138 1 0 10 Jan 2025
Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation S. Park Subeen Lee Hyun Seok Seong Jaejoon Yoo Jae-Pil Heo 110 1 0 03 Jan 2025
SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation Yunxiang Fu Meng Lou Yizhou Yu 292 1 0 16 Dec 2024
Video Diffusion Transformers are In-Context Learners Zhengcong Fei Di Qiu Changqian Yu Debang Li Mingyuan Fan VGen DiffM 370 3 0 14 Dec 2024
Olympus: A Universal Task Router for Computer Vision Tasks Yuanze Lin Yunsheng Li Dongdong Chen Weijian Xu Ronald Clark Philip Torr VLM ObjD 485 0 0 12 Dec 2024
Task-driven Image Fusion with Learnable Fusion Loss Haowen Bai Jiangshe Zhang Zixiang Zhao Yichen Wu Lilun Deng Yukun Cui Tao Feng Shuang Xu 182 2 0 04 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 201 1 0 29 Nov 2024
RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model Huiyang Hu Peijin Wang Hanbo Bi Boyuan Tong Zehua Wang ... Ziqi Zhang QiXiang Ye Kun Fu Xian Sun Xian Sun 266 0 0 27 Nov 2024
A Review of Bayesian Uncertainty Quantification in Deep Probabilistic Image Segmentation M. Valiuddin R. V. Sloun C.G.A. Viviers Peter H. N. de With Fons van der Sommen UQCV 262 1 0 25 Nov 2024