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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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SpecDM: Hyperspectral Dataset Synthesis with Pixel-level Semantic Annotations Wen Liu Pei Yang Wenhui Hong Xiaoguang Mei Jiayi Ma DiffM 91 0 0 24 Feb 2025
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Image Forgery Localization with State Space Models Zijie Lou Gang Cao Kun Guo Shaowei Weng Lifang Yu Mamba 173 1 0 17 Feb 2025
Intensity-Spatial Dual Masked Autoencoder for Multi-Scale Feature Learning in Chest CT Segmentation Yuexing Ding Jun Wang H. Lyu 218 0 0 17 Feb 2025
NPSim: Nighttime Photorealistic Simulation From Daytime Images With Monocular Inverse Rendering and Ray Tracing Shutong Zhang 76 0 0 15 Feb 2025
Enhancing Video Understanding: Deep Neural Networks for Spatiotemporal Analysis Amir Hosein Fadaei M. Dehaqani 89 0 0 11 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 151 0 0 10 Feb 2025
Fully Exploiting Vision Foundation Model's Profound Prior Knowledge for Generalizable RGB-Depth Driving Scene Parsing Sicen Guo Tianyou Wen Chuang-Wei Liu Qijun Chen Rui Fan 103 0 0 10 Feb 2025
Advancing Weight and Channel Sparsification with Enhanced Saliency Xinglong Sun Maying Shen Hongxu Yin Lei Mao Pavlo Molchanov Jose M. Alvarez 86 1 0 05 Feb 2025
UNIP: Rethinking Pre-trained Attention Patterns for Infrared Semantic Segmentation Tao Zhang Jinyong Wen Zhen Chen Kun Ding Di Zhang Chunhong Pan 252 1 0 04 Feb 2025
Temporal-consistent CAMs for Weakly Supervised Video Segmentation in Waste Sorting Andrea Marelli Luca Magri F. Arrigoni Giacomo Boracchi 55 0 0 03 Feb 2025
Deep Unfolding Multi-modal Image Fusion Network via Attribution Analysis Haowen Bai Zixiang Zhao Jiangshe Zhang Baisong Jiang Lilun Deng Yukun Cui Shuang Xu Chunxia Zhang 136 4 0 03 Feb 2025
Video-based Surgical Tool-tip and Keypoint Tracking using Multi-frame Context-driven Deep Learning Models B. Ghanekar Lianne R. Johnson Jacob L. Laughlin Marcia K. O'Malley Ashok Veeraraghavan 141 2 0 30 Jan 2025
Efficient Redundancy Reduction for Open-Vocabulary Semantic Segmentation Lin Chen Qi Yang Kun Ding Zhu Li Gang Shen Fei Li Qiyuan Cao Shiming Xiang VLM 80 0 0 29 Jan 2025
Not Every Patch is Needed: Towards a More Efficient and Effective Backbone for Video-based Person Re-identification Lanyun Zhu Tianrun Chen Deyi Ji Jieping Ye Jing Liu 156 2 0 28 Jan 2025
Has the Deep Neural Network learned the Stochastic Process? An Evaluation Viewpoint H. Kumar Beomseok Kang Biswadeep Chakraborty Saibal Mukhopadhyay 103 0 0 28 Jan 2025
Z-Stack Scanning can Improve AI Detection of Mitosis: A Case Study of Meningiomas H. Gu Ellie Onstott Wenzhong Yan Tengyou Xu Ruolin Wang Zida Wu Xiang Ánthony' Chen Mohammad Haeri 112 1 0 28 Jan 2025
iFormer: Integrating ConvNet and Transformer for Mobile Application Chuanyang Zheng ViT 179 0 0 26 Jan 2025
Rethinking Encoder-Decoder Flow Through Shared Structures Frederik Laboyrie M. K. Yucel Albert Saà-Garriga AI4CE 73 0 0 24 Jan 2025
Enhancing kelp forest detection in remote sensing images using crowdsourced labels with Mixed Vision Transformers and ConvNeXt segmentation models Ioannis Nasios 109 0 0 23 Jan 2025
Benchmarking Image Perturbations for Testing Automated Driving Assistance Systems Stefano Carlo Lambertenghi Hannes Leonhard Andrea Stocco AAML 461 2 0 21 Jan 2025
DiffDoctor: Diagnosing Image Diffusion Models Before Treating Yiyang Wang Xi Chen Xiaogang Xu S. Ji Yongxu Liu Yujun Shen Hengshuang Zhao DiffM 147 0 0 21 Jan 2025
Disharmony: Forensics using Reverse Lighting Harmonization P. W. Shin Jack Sampson Vijaykrishnan Narayanan Andres Marquez Mahantesh Halappanavar DiffM 133 0 0 20 Jan 2025
Rethinking Early-Fusion Strategies for Improved Multimodal Image Segmentation Zhengwen Shen Yulian Li Han Zhang Yuchen Weng Jun Wang 97 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 107 6 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 287 18 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 217 8 0 17 Jan 2025
Detecting Contextual Anomalies by Discovering Consistent Spatial Regions Zhengye Yang Richard J. Radke 109 0 0 14 Jan 2025
SkipClick: Combining Quick Responses and Low-Level Features for Interactive Segmentation in Winter Sports Contexts Robin Schon Julian Lorenz Daniel Kienzle Rainer Lienhart 81 0 0 14 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 168 1 0 10 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 264 7 0 10 Jan 2025
Multi-source Domain Adaptation for Panoramic Semantic Segmentation Jing Jiang Sicheng Zhao Jiankun Zhu Wenbo Tang Zhaopan Xu Jidong Yang Guoping Liu Tengfei Xing Pengfei Xu Huanjin Yao 95 4 0 08 Jan 2025
Enhanced Rooftop Solar Panel Detection by Efficiently Aggregating Local Features Kuldeep Kurte Kedar Kulkarni 45 0 0 06 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 125 1 0 03 Jan 2025
Exploring Structured Semantic Priors Underlying Diffusion Score for Test-time Adaptation Mingjia Li Shuang Li Tongrui Su Longhui Yuan Jian Liang Wei Li DiffM 90 0 0 03 Jan 2025
WeatherDG: LLM-assisted Diffusion Model for Procedural Weather Generation in Domain-Generalized Semantic Segmentation Chenghao Qian Yuhu Guo Yuhong Mo Wenjing Li DiffM 127 2 0 31 Dec 2024
4D Gaussian Splatting: Modeling Dynamic Scenes with Native 4D Primitives Zeyu Yang Zijie Pan Xiatian Zhu Li Zhang Yu-Gang Jiang Philip H. S. Torr 3DGS 112 0 0 31 Dec 2024
AttEntropy: On the Generalization Ability of Supervised Semantic Segmentation Transformers to New Objects in New Domains Krzysztof Lis Matthias Rottmann Annika Mütze S. Honari Pascal Fua Mathieu Salzmann ViT 141 3 0 31 Dec 2024
Paleoinspired Vision: From Exploring Colour Vision Evolution to Inspiring Camera Design Junjie Zhang Zhimin Zong Lin Gu Shenghan Su Ziteng Cui ... Zhongfu Chen Jing Lu Daisuke Kojima Tatsuya Harada Ruogu Fang 97 0 0 27 Dec 2024
PRISM: Efficient Long-Range Reasoning With Short-Context LLMs Dulhan Jayalath James Bradley Wendt Nicholas Monath Sandeep Tata Beliz Gunel CLL LRM 63 0 0 25 Dec 2024
Establishing Reality-Virtuality Interconnections in Urban Digital Twins for Superior Intelligent Road Inspection Yikang Zhang Chuang-Wei Liu Jiahang Li Yingbing Chen Jie Cheng Rui Fan 72 0 0 23 Dec 2024
Learning Dynamic Local Context Representations for Infrared Small Target Detection Guoyi Zhang Guangsheng Xu Han Wang Siyang Chen Yunxiao Shan Xiaohu Zhang 97 2 0 23 Dec 2024
PointVoxelFormer -- Reviving point cloud networks for 3D medical imaging Mattias Paul Heinrich 3DPC 93 0 0 23 Dec 2024
MAGIC++: Efficient and Resilient Modality-Agnostic Semantic Segmentation via Hierarchical Modality Selection Xu Zheng Yuanhuiyi Lyu Lutao Jiang Jiazhou Zhou Lin Wang Xuming Hu 140 8 0 22 Dec 2024
IV-tuning: Parameter-Efficient Transfer Learning for Infrared-Visible Tasks Yaming Zhang Chenqiang Gao Fangcen Liu Junjie Guo Lan Wang Xinggan Peng Deyu Meng 192 0 0 21 Dec 2024
Mesoscopic Insights: Orchestrating Multi-scale & Hybrid Architecture for Image Manipulation Localization Xuekang Zhu Xiaochen Ma Lei Su Zhuohang Jiang Bo Du Xiwen Wang Zeyu Lei Wentao Feng Chi-Man Pun Jizhe Zhou AI4CE 123 5 0 18 Dec 2024
SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation Yunxiang Fu Meng Lou Yizhou Yu 319 1 0 16 Dec 2024
Video Diffusion Transformers are In-Context Learners Zhengcong Fei Di Qiu Changqian Yu Debang Li Mingyuan Fan VGen DiffM 396 3 0 14 Dec 2024
Rethinking Detecting Salient and Camouflaged Objects in Unconstrained Scenes Zhangjun Zhou Yiping Li Chunlin Zhong Jianuo Huang Jialun Pei He Tang He Tang 116 0 0 14 Dec 2024