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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
SegFormer3D: an Efficient Transformer for 3D Medical Image Segmentation Shehan Perera Pouyan Navard Alper Yilmaz MedIm 90 23 0 15 Apr 2024
Ctrl-Adapter: An Efficient and Versatile Framework for Adapting Diverse Controls to Any Diffusion Model Han Lin Jaemin Cho Abhaysinh Zala Mohit Bansal DiffM VGen 159 28 0 15 Apr 2024
3D Face Tracking from 2D Video through Iterative Dense UV to Image Flow Felix Taubner Prashant Raina Mathieu Tuli Eu Wern Teh Chul Lee Jinmiao Huang 3DH CVBM 85 4 0 15 Apr 2024
ODFormer: Semantic Fundus Image Segmentation Using Transformer for Optic Nerve Head Detection Jiayi Wang Yi-An Mao Xiaoyu Ma Sicen Guo Yuting Shao ... Wenting Han Mark Christopher L. Zangwill Yanlong Bi Rui Fan MedIm ViT 87 2 0 15 Apr 2024
The revenge of BiSeNet: Efficient Multi-Task Image Segmentation Gabriele Rosi Claudia Cuttano Niccolò Cavagnero Giuseppe Averta Fabio Cermelli SSeg 102 4 0 15 Apr 2024
Q2A: Querying Implicit Fully Continuous Feature Pyramid to Align Features for Medical Image Segmentation Jiahao Yu Li Chen 113 0 0 15 Apr 2024
Weight Copy and Low-Rank Adaptation for Few-Shot Distillation of Vision Transformers Diana-Nicoleta Grigore Mariana-Iuliana Georgescu J. A. Justo T. Johansen Andreea-Iuliana Ionescu Radu Tudor Ionescu 81 0 0 14 Apr 2024
Bridging Data Islands: Geographic Heterogeneity-Aware Federated Learning for Collaborative Remote Sensing Semantic Segmentation Jieyi Tan Yansheng Li S. Bartalev Bo Dang Wei Chen Yongjun Zhang Liangqi Yuan 45 3 0 14 Apr 2024
Calibration & Reconstruction: Deep Integrated Language for Referring Image Segmentation Yichen Yan Xingjian He Sihan Chen Jing Liu ObjD 56 1 0 12 Apr 2024
Tackling Ambiguity from Perspective of Uncertainty Inference and Affinity Diversification for Weakly Supervised Semantic Segmentation Zhiwei Yang Yucong Meng Kexue Fu Shuo Wang Zhijian Song 130 4 0 12 Apr 2024
Homography Guided Temporal Fusion for Road Line and Marking Segmentation Shan Wang Chuong H. Nguyen Jiawei Liu Kaihao Zhang Wenhan Luo Yanhao Zhang Sundaram Muthu F. A. Maken Hongdong Li 63 5 0 11 Apr 2024
Implicit and Explicit Language Guidance for Diffusion-based Visual Perception Hefeng Wang Jiale Cao Jin Xie Aiping Yang Yanwei Pang VLM DiffM 110 2 0 11 Apr 2024
LUCF-Net: Lightweight U-shaped Cascade Fusion Network for Medical Image Segmentation Songkai Sun Qingshan She Yuliang Ma Rihui Li Yingchun Zhang MedIm 64 1 0 11 Apr 2024
Unified Language-driven Zero-shot Domain Adaptation Senqiao Yang Zhuotao Tian Li Jiang Jiaya Jia 95 10 0 10 Apr 2024
ShoeModel: Learning to Wear on the User-specified Shoes via Diffusion Model Binghui Chen Wenyu Li Yifeng Geng Xuansong Xie Wangmeng Zuo DiffM 74 3 0 07 Apr 2024
HawkDrive: A Transformer-driven Visual Perception System for Autonomous Driving in Night Scene Ziang Guo S. Perminov Mikhail Konenkov Dzmitry Tsetserukou 81 6 0 06 Apr 2024
Vision Transformers in Domain Adaptation and Generalization: A Study of Robustness Shadi Alijani Jamil Fayyad Homayoun Najjaran OOD 114 1 0 05 Apr 2024
Pixel-wise RL on Diffusion Models: Reinforcement Learning from Rich Feedback Mo Kordzanganeh Danial Keshvary Nariman Arian EGVM 52 0 0 05 Apr 2024
Image-Text Co-Decomposition for Text-Supervised Semantic Segmentation Ji-Jia Wu Andy Chia-Hao Chang Chieh-Yu Chuang Chun-Pei Chen Yu-Lun Liu Min-Hung Chen Hou-Ning Hu Yung-Yu Chuang Yen-Yu Lin VLM 117 10 0 05 Apr 2024
MarsSeg: Mars Surface Semantic Segmentation with Multi-level Extractor and Connector Junbo Li Keyan Chen Gengju Tian Lu Li Z. Shi 74 1 0 05 Apr 2024
SMIRK: 3D Facial Expressions through Analysis-by-Neural-Synthesis George Retsinas P. Filntisis Radek Daněček Victoria Fernandez-Abrevaya A. Roussos Timo Bolkart Petros Maragos 3DH 131 30 0 05 Apr 2024
Language-Guided Instance-Aware Domain-Adaptive Panoptic Segmentation Elham Amin Mansour Ozan Unal Suman Saha Benjamin Bejar Luc Van Gool 79 1 0 04 Apr 2024
HAPNet: Toward Superior RGB-Thermal Scene Parsing via Hybrid, Asymmetric, and Progressive Heterogeneous Feature Fusion Jiahang Li Peng Yun Qijun Chen Rui Fan 77 9 0 04 Apr 2024
ChangeMamba: Remote Sensing Change Detection with Spatio-Temporal State Space Model Hongruixuan Chen Jian Song Chengxi Han Junshi Xia Naoto Yokoya Mamba 97 93 0 04 Apr 2024
LeGrad: An Explainability Method for Vision Transformers via Feature Formation Sensitivity Walid Bousselham Angie Boggust Sofian Chaybouti Hendrik Strobelt Hilde Kuehne 170 13 0 04 Apr 2024
RS-Mamba for Large Remote Sensing Image Dense Prediction Sijie Zhao Hao Chen Xue-liang Zhang Pengfeng Xiao Lei Bai Wanli Ouyang Mamba 125 99 0 03 Apr 2024
TCLC-GS: Tightly Coupled LiDAR-Camera Gaussian Splatting for Autonomous Driving Cheng Zhao Su Sun Ruoyu Wang Yuliang Guo Jun-Jun Wan Zhou Huang Xinyu Huang Yingjie Victor Chen Liu Ren 3DGS 92 5 0 03 Apr 2024
Samba: Semantic Segmentation of Remotely Sensed Images with State Space Model Qinfeng Zhu Yuanzhi Cai Yuan-Sheng Fang Yihan Yang Cheng Chen Lei Fan Anh Nguyen Mamba 113 68 0 02 Apr 2024
Beyond Image Super-Resolution for Image Recognition with Task-Driven Perceptual Loss Jaeha Kim Junghun Oh Kyoung Mu Lee SupR 101 3 0 02 Apr 2024
PRISM-TopoMap: Online Topological Mapping with Place Recognition and Scan Matching K. Muravyev Alexander Melekhin Dmitriy Yudin Konstantin Yakovlev 131 3 0 02 Apr 2024
Medical Visual Prompting (MVP): A Unified Framework for Versatile and High-Quality Medical Image Segmentation Yulin Chen Guoheng Huang Kai Huang Zijin Lin Guo Zhong Shenghong Luo Jie Deng Jian Zhou MedIm 71 0 0 01 Apr 2024
Instance-Aware Group Quantization for Vision Transformers Jaehyeon Moon Dohyung Kim Junyong Cheon Bumsub Ham MQ ViT 92 8 0 01 Apr 2024
Rethinking Saliency-Guided Weakly-Supervised Semantic Segmentation Beomyoung Kim Donghyeon Kim Sung Ju Hwang 119 0 0 01 Apr 2024
Rethinking Interactive Image Segmentation with Low Latency, High Quality, and Diverse Prompts Qin Liu Jaemin Cho Mohit Bansal Marc Niethammer VLM 103 12 0 31 Mar 2024
A General and Efficient Training for Transformer via Token Expansion Wenxuan Huang Yunhang Shen Jiao Xie Baochang Zhang Gaoqi He Ke Li Xing Sun Shaohui Lin 109 3 0 31 Mar 2024
Deep Instruction Tuning for Segment Anything Model Xiaorui Huang Gen Luo Chaoyang Zhu Bo Tong Yiyi Zhou Xiaoshuai Sun Rongrong Ji VLM 109 1 0 31 Mar 2024
Learning to Generate Conditional Tri-plane for 3D-aware Expression Controllable Portrait Animation Taekyung Ki Dongchan Min Gyeongsu Chae 3DH 103 5 0 31 Mar 2024
Image-to-Image Matching via Foundation Models: A New Perspective for Open-Vocabulary Semantic Segmentation Yuan Wang Rui Sun Naisong Luo Yuwen Pan Tianzhu Zhang VLM 79 10 0 30 Mar 2024
MTLoRA: A Low-Rank Adaptation Approach for Efficient Multi-Task Learning Ahmed A. Agiza Marina Neseem Sherief Reda MoE 103 21 0 29 Mar 2024
Modeling Weather Uncertainty for Multi-weather Co-Presence Estimation Qi Bi Shaodi You Theo Gevers 91 1 0 29 Mar 2024
Enhancing Efficiency in Vision Transformer Networks: Design Techniques and Insights Moein Heidari Reza Azad Sina Ghorbani Kolahi René Arimond Leon Niggemeier ... Afshin Bozorgpour Ehsan Khodapanah Aghdam Amirhossein Kazerouni Ilker Hacihaliloglu Dorit Merhof 97 7 0 28 Mar 2024
Change-Agent: Towards Interactive Comprehensive Remote Sensing Change Interpretation and Analysis Chenyang Liu Keyan Chen Haotian Zhang Zipeng Qi Zhengxia Zou Z. Shi 67 34 0 28 Mar 2024
Genetic Quantization-Aware Approximation for Non-Linear Operations in Transformers Pingcheng Dong Yonghao Tan Dong Zhang Tianwei Ni Xuejiao Liu ... Xijie Huang Huaiyu Zhu Yun Pan Fengwei An Kwang-Ting Cheng MQ 38 5 0 28 Mar 2024
Rethinking Information Loss in Medical Image Segmentation with Various-sized Targets Tianyi Liu Zhaorui Tan Kaizhu Huang Haochuan Jiang 66 0 0 28 Mar 2024
Homogeneous Tokenizer Matters: Homogeneous Visual Tokenizer for Remote Sensing Image Understanding Run Shao Zhaoyang Zhang Chao Tao Yunsheng Zhang Chengli Peng Haifeng Li VLM 81 6 0 27 Mar 2024
Generating Diverse Agricultural Data for Vision-Based Farming Applications Mikolaj Cieslak Umabharathi Govindarajan Alejandro Garcia Anuradha Chandrashekar Torsten Hädrich Aleksander Mendoza-Drosik D. L. Michels Soren Pirk Chia-Chun Fu Wojciech Palubicki 61 8 0 27 Mar 2024
QuakeSet: A Dataset and Low-Resource Models to Monitor Earthquakes through Sentinel-1 Daniele Rege Cambrin Paolo Garza 66 8 0 26 Mar 2024
SpectralWaste Dataset: Multimodal Data for Waste Sorting Automation Sara Casao Fernando Pena Alberto Sabater Rosa Castillón Darío Suárez Gracia Eduardo Montijano Ana C. Murillo 69 2 0 26 Mar 2024
Deep Learning for Segmentation of Cracks in High-Resolution Images of Steel Bridges Andrii Kompanets Gautam Pai R. Duits Davide Leonetti Bert Snijder 73 1 0 26 Mar 2024
Invisible Gas Detection: An RGB-Thermal Cross Attention Network and A New Benchmark Jue Wang Yuxiang Lin Qi Zhao Dong Luo Shuaibao Chen Wei Chen Xiaojiang Peng 62 3 0 26 Mar 2024