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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
Deep Learning-based Bathymetry Retrieval without In-situ Depths using Remote Sensing Imagery and SfM-MVS DSMs with Data Gaps P. Agrafiotis Begüm Demir 31 2 0 15 Apr 2025
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FMLGS: Fast Multilevel Language Embedded Gaussians for Part-level Interactive Agents Xin Tan Yuzhou Ji He Zhu Yuan Xie 3DGS 65 0 0 11 Apr 2025
Distilling Knowledge from Heterogeneous Architectures for Semantic Segmentation Yuanmin Huang Kai Hu Yuhui Zhang Z. Chen Xieping Gao 86 0 0 10 Apr 2025
Self-Bootstrapping for Versatile Test-Time Adaptation Shuaicheng Niu Guohao Chen P. Zhao Tianyi Wang Pengcheng Wu Zhiqi Shen ViT TTA 133 0 0 10 Apr 2025
Domain Generalization through Attenuation of Domain-Specific Information Reiji Saito Kazuhiro Hotta 65 0 0 09 Apr 2025
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Federated Unlearning Made Practical: Seamless Integration via Negated Pseudo-Gradients Alessio Mora Carlo Mazzocca R. Montanari Paolo Bellavista MU 88 0 0 08 Apr 2025
Saliency-Motion Guided Trunk-Collateral Network for Unsupervised Video Object Segmentation Xiangyu Zheng Wanyun Li Songcheng He Jianping Fan Xiaoqiang Li We Zhang VOS 91 0 0 08 Apr 2025
From Broadcast to Minimap: Achieving State-of-the-Art SoccerNet Game State Reconstruction V. Golovkin Nikolay Nemtsev Vasyl Shandyba Oleg Udin Nikita Kasatkin Pavel Kononov Anton Afanasiev Sergey Ulasen Andrei Boiarov 80 0 0 08 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 468 1 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 95 0 0 08 Apr 2025
AEGIS: Human Attention-based Explainable Guidance for Intelligent Vehicle Systems Zhuoli Zhuang Cheng-You Lu Yu-Cheng Chang Yu-Kai Wang T. Do Chin-Teng Lin 107 0 0 08 Apr 2025
SelfMAD: Enhancing Generalization and Robustness in Morphing Attack Detection via Self-Supervised Learning Marija Ivanovska Leon Todorov Naser Damer Deepak Kumar Jain Peter Peer Vitomir Štruc AAML 121 0 0 07 Apr 2025
Texture2LoD3: Enabling LoD3 Building Reconstruction With Panoramic Images Wenzhao Tang Weihang Li Xiucheng Liang Olaf Wysocki Filip Biljecki Christoph Holst Boris Jutzi 83 1 0 07 Apr 2025
Prior2Former -- Evidential Modeling of Mask Transformers for Assumption-Free Open-World Panoptic Segmentation Sebastian Schmidt Julius Körner Dominik Fuchsgruber Stefano Gasperini F. Tombari Stephan Günnemann 94 0 0 07 Apr 2025
TestDG: Test-time Domain Generalization for Continual Test-time Adaptation Sohyun Lee N. Kim Juwon Kang Seong Joon Oh Suha Kwak OOD TTA 193 0 0 07 Apr 2025
Continuous Locomotive Crowd Behavior Generation Inhwan Bae Junoh Lee Hae-Gon Jeon 97 0 0 07 Apr 2025
RCCFormer: A Robust Crowd Counting Network Based on Transformer Peng Liu Heng-Chao Li Sen Lei Nanqing Liu Bin Feng Xiao Wu 57 0 0 07 Apr 2025
Loss Functions in Deep Learning: A Comprehensive Review Omar Elharrouss Yasir Mahmood Yassine Bechqito Mohamed Adel Serhani E. Badidi Jamal Riffi Hamid Tairi 122 0 0 05 Apr 2025
DocSAM: Unified Document Image Segmentation via Query Decomposition and Heterogeneous Mixed Learning Xiao-Hui Li Fei Yin Cheng-Lin Liu 83 1 0 05 Apr 2025
F-ViTA: Foundation Model Guided Visible to Thermal Translation Jay N. Paranjape C. D. Melo Vishal M. Patel VGen 80 0 0 03 Apr 2025
Adaptive Frequency Enhancement Network for Remote Sensing Image Semantic Segmentation Feng Gao Miao Fu Jingchao Cao Junyu Dong Q. Du 87 0 0 03 Apr 2025
Geospatial Artificial Intelligence for Satellite-Based Flood Extent Mapping: Concepts, Advances, and Future Perspectives Hyunho Lee Wenwen Li AI4CE 95 0 0 03 Apr 2025
Benchmarking the Spatial Robustness of DNNs via Natural and Adversarial Localized Corruptions Giulia Marchiori Pietrosanti Giulio Rossolini Alessandro Biondi Giorgio Buttazzo AAML 314 0 0 02 Apr 2025
Global Rice Multi-Class Segmentation Dataset (RiceSEG): A Comprehensive and Diverse High-Resolution RGB-Annotated Images for the Development and Benchmarking of Rice Segmentation Algorithms Junchi Zhou Haozhou Wang Yoichiro Kato Tejasri Nampally P. Rajalakshmi ... Xiaochun Hu Yuanzhu Yang Yanfeng Ding Wei Guo Shouyang Liu 60 0 0 02 Apr 2025
FSSUWNet: Mitigating the Fragility of Pre-trained Models with Feature Enhancement for Few-Shot Semantic Segmentation in Underwater Images Zhuohao Li Zhicheng Huang Wenchao Liu Zhuxing Zhang Jianming Miao 108 0 0 01 Apr 2025
MSSFC-Net:Enhancing Building Interpretation with Multi-Scale Spatial-Spectral Feature Collaboration Dehua Huo Weida Zhan Jinpei Guo Depeng Zhu Yu Chen YiChun Jiang Yueyi Han Deng Han Junlong Li 93 0 0 01 Apr 2025
FlexiMo: A Flexible Remote Sensing Foundation Model Xuyang Li Chenyu Li Pedram Ghamisi Danfeng Hong 76 3 0 31 Mar 2025
BoundMatch: Boundary detection applied to semi-supervised segmentation for urban-driving scenes Haruya Ishikawa Yoshimitsu Aoki 110 0 0 30 Mar 2025
Concept-Aware LoRA for Domain-Aligned Segmentation Dataset Generation Minho Park S. Park Jungsoo Lee Hyojin Park Kyuwoong Hwang Fatih Porikli Jaegul Choo Sungha Choi 77 0 0 28 Mar 2025
Semantic Library Adaptation: LoRA Retrieval and Fusion for Open-Vocabulary Semantic Segmentation Reza Qorbani Gianluca Villani Theodoros Panagiotakopoulos Marc Botet Colomer Linus Harenstam-Nielsen ... Pier Luigi Dovesi Jussi Karlgren Daniel Cremers F. Tombari Matteo Poggi VLM 100 0 0 27 Mar 2025
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A Unified Image-Dense Annotation Generation Model for Underwater Scenes Hongkai Lin Dingkang Liang Zhenghao Qi X. Bai DiffM 82 0 0 27 Mar 2025
Foveated Instance Segmentation Hongyi Zeng Wenxuan Liu Tianhua Xia Jintai Chen Ziyun Li Sai Qian Zhang ISeg 119 0 0 27 Mar 2025
Exploiting Temporal State Space Sharing for Video Semantic Segmentation Syed Ariff Syed Hesham Yun Liu Guolei Sun Henghui Ding Jing Yang Ender Konukoglu Xue Geng Xudong Jiang 105 2 0 26 Mar 2025
SURGEON: Memory-Adaptive Fully Test-Time Adaptation via Dynamic Activation Sparsity Ke Ma Jiaqi Tang B. Guo Fan Dang Sicong Liu ... Lei Wu Cheng Fang Ying-Cong Chen Zhiwen Yu Yunhao Liu TTA 148 0 0 26 Mar 2025
BIMII-Net: Brain-Inspired Multi-Iterative Interactive Network for RGB-T Road Scene Semantic Segmentation Hanshuo Qiu Jie Jiang Ruoli Yang Lixin Zhan Jizhao Liu 77 0 0 25 Mar 2025
Semi-SD: Semi-Supervised Metric Depth Estimation via Surrounding Cameras for Autonomous Driving Yusen Xie Zhengmin Huang Shaojie Shen Jun Ma 101 0 0 25 Mar 2025
The Coralscapes Dataset: Semantic Scene Understanding in Coral Reefs Jonathan Sauder Viktor Domazetoski G. Banc-Prandi Gabriela Perna Anders Meibom D. Tuia 99 0 0 25 Mar 2025
AvatarArtist: Open-Domain 4D Avatarization Hongyu Liu Xuan Wang Bo Liu Yue Ma Jingye Chen Yanbo Fan Yujun Shen Yibing Song Qifeng Chen 130 3 0 25 Mar 2025
PDDM: Pseudo Depth Diffusion Model for RGB-PD Semantic Segmentation Based in Complex Indoor Scenes Xinhua Xu Hong Liu Jianbing Wu Jinfu Liu DiffM 89 0 0 24 Mar 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 142 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 172 1 0 24 Mar 2025
Your ViT is Secretly an Image Segmentation Model Tommie Kerssies Niccolò Cavagnero Alexander Hermans Narges Norouzi Giuseppe Averta Bastian Leibe Gijs Dubbelman Daan de Geus ViT VLM 123 5 0 24 Mar 2025
Co-SemDepth: Fast Joint Semantic Segmentation and Depth Estimation on Aerial Images Yara AlaaEldin Francesca Odone MDE 120 0 0 23 Mar 2025
Semi-supervised Semantic Segmentation with Multi-Constraint Consistency Learning Jianjian Yin Tao Chen Gensheng Pei Yazhou Yao Liqiang Nie Xiansheng Hua 124 1 0 23 Mar 2025
Vehicular Road Crack Detection with Deep Learning: A New Online Benchmark for Comprehensive Evaluation of Existing Algorithms Nachuan Ma Zhengfei Song Qiang Hu Chuang-Wei Liu Yu Han Yanting Zhang Rui Fan Lihua Xie 108 0 0 23 Mar 2025