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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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On the effectiveness of Rotation-Equivariance in U-Net: A Benchmark for Image Segmentation Robin Ghyselinck Valentin Delchevalerie Bruno Dumas Benoit Frénay 186 0 0 12 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 548 1 0 12 Dec 2024
A feature refinement module for light-weight semantic segmentation network Ziyi Wang Xin Guo Song Wang Peixiao Zheng Lin Qi SSeg 179 0 0 11 Dec 2024
A Pipeline and NIR-Enhanced Dataset for Parking Lot Segmentation Shirin Qiam Saipraneeth Devunuri Lewis J. Lehe 84 0 0 09 Dec 2024
A4-Unet: Deformable Multi-Scale Attention Network for Brain Tumor Segmentation Ruoxin Wang Tianyi Tang Haiming Du Yuxuan Cheng Yu Wang Lingjie Yang Xiaohui Duan Yunfang Yu Yu Zhou Donglong Chen 106 0 0 08 Dec 2024
ARTeFACT: Benchmarking Segmentation Models on Diverse Analogue Media Damage D. Ivanova Marco Aversa Paul Henderson John Williamson 126 0 0 05 Dec 2024
Text Change Detection in Multilingual Documents Using Image Comparison Doyoung Park Naresh Reddy Yarram Sunjin Kim Minkyu Kim Seongho Cho Taehee Lee 82 0 0 05 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 209 2 0 04 Dec 2024
SJTU:Spatial judgments in multimodal models towards unified segmentation through coordinate detection Joongwon Chae Zhenyu Wang Peiwu Qin VLM 94 0 0 03 Dec 2024
AH-OCDA: Amplitude-based Curriculum Learning and Hopfield Segmentation Model for Open Compound Domain Adaptation Jaehyun Choi Junwon Ko Dong-Jae Lee Junmo Kim VLM 115 1 0 03 Dec 2024
Semantic Scene Completion with Multi-Feature Data Balancing Network Mona Alawadh Mahesan Niranjan Hansung Kim 126 0 0 02 Dec 2024
MeasureNet: Measurement Based Celiac Disease Identification Aayush Kumar Tyagi Vaibhav Mishra Ashok Tiwari Lalita Mehra Prasenjit Das G. Makharia Prathosh AP Mausam 127 0 0 02 Dec 2024
FlowCLAS: Enhancing Normalizing Flow Via Contrastive Learning For Anomaly Segmentation Chang Won Lee Selina Leveugle Svetlana Stolpner Chris Langley Paul Grouchy Jonathan Kelly Steven Waslander 124 0 0 29 Nov 2024
LDA-AQU: Adaptive Query-guided Upsampling via Local Deformable Attention Zewen Du Zhenjiang Hu Guiyu Zhao Ying Jin Hongbin Ma 115 1 0 29 Nov 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 268 1 0 29 Nov 2024
ETSM: Automating Dissection Trajectory Suggestion and Confidence Map-Based Safety Margin Prediction for Robot-assisted Endoscopic Submucosal Dissection Mengya Xu Wenjin Mo Guankun Wang Huxin Gao An-Chi Wang Long Bai Chaoyang Lyu Xiaoxiao Yang Zehan Li Hongliang Ren 123 0 0 28 Nov 2024
RS-vHeat: Heat Conduction Guided Efficient Remote Sensing Foundation Model Huiyang Hu Peijin Wang Hanbo Bi Boyuan Tong Zehua Wang ... Ziqi Zhang Yaowei Wang QiXiang Ye Kun Fu Xian Sun 297 0 0 27 Nov 2024
MRIFE: A Mask-Recovering and Interactive-Feature-Enhancing Semantic Segmentation Network For Relic Landslide Detection Juefei He Yuexing Peng Wei Li Junchuan Yu Daqing Ge Wei Xiang 85 0 0 26 Nov 2024
Exploring Aleatoric Uncertainty in Object Detection via Vision Foundation Models Peng Cui Guande He Dan Zhang Zhijie Deng Yinpeng Dong Jun Zhu 164 1 0 26 Nov 2024
A Study on Unsupervised Domain Adaptation for Semantic Segmentation in the Era of Vision-Language Models Manuel Schwonberg Claus Werner Hanno Gottschalk Carsten Meyer VLM 142 0 0 25 Nov 2024
Monocular Lane Detection Based on Deep Learning: A Survey Xin He Haiyun Guo Kuan Zhu Bingke Zhu Xu Zhao Jianwu Fang Jinqiao Wang 192 1 0 25 Nov 2024
CARE Transformer: Mobile-Friendly Linear Visual Transformer via Decoupled Dual Interaction Yuan Zhou Qingshan Xu Jiequan Cui Junbao Zhou Jing Zhang Richang Hong Han Zhang ViT 112 0 0 25 Nov 2024
SynDiff-AD: Improving Semantic Segmentation and End-to-End Autonomous Driving with Synthetic Data from Latent Diffusion Models Harsh Goel Sai Shankar Narasimhan Oguzhan Akcin Sandeep Chinchali DiffM 113 2 0 25 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 286 1 0 25 Nov 2024
MobileMamba: Lightweight Multi-Receptive Visual Mamba Network Haoyang He Jing Zhang Yuxuan Cai Hongxu Chen Xiaobin Hu Zhenye Gan Yun Wang Chengjie Wang Yunsheng Wu Lei Xie Mamba 155 6 0 24 Nov 2024
Self-Calibrated CLIP for Training-Free Open-Vocabulary Segmentation Sule Bai Yong-Jin Liu Yifei Han Haoji Zhang Yansong Tang VLM 322 8 0 24 Nov 2024
OCDet: Object Center Detection via Bounding Box-Aware Heatmap Prediction on Edge Devices with NPUs Chen Xin T. Motz Andreas Hartel Enkelejda Kasneci 134 0 0 23 Nov 2024
SplatFlow: Self-Supervised Dynamic Gaussian Splatting in Neural Motion Flow Field for Autonomous Driving Su Sun Cheng Zhao Zhuoyang Sun Yingjie Victor Chen Mei Chen 3DGS 143 1 0 23 Nov 2024
EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality Sanghyeok Lee Joonmyung Choi Hyunwoo J. Kim 227 3 0 22 Nov 2024
D-Cube: Exploiting Hyper-Features of Diffusion Model for Robust Medical Classification Minhee Jang Juheon Son Thanaporn Viriyasaranon Junho Kim Jang-Hwan Choi MedIm 110 0 0 17 Nov 2024
SAG-ViT: A Scale-Aware, High-Fidelity Patching Approach with Graph Attention for Vision Transformers Shravan Venkatraman Jaskaran Singh Walia J. Raheja ViT 204 0 0 14 Nov 2024
Instruction-Driven Fusion of Infrared-Visible Images: Tailoring for Diverse Downstream Tasks Zengyi Yang Yafei Zhang Huafeng Li Yu Liu 59 1 0 14 Nov 2024
DSCformer: A Dual-Branch Network Integrating Enhanced Dynamic Snake Convolution and SegFormer for Crack Segmentation Kaiwei Yu I-Ming Chen Jing Wu 56 0 0 14 Nov 2024
Harnessing Vision Foundation Models for High-Performance, Training-Free Open Vocabulary Segmentation Yuheng Shi Minjing Dong Chang Xu VLM 118 3 0 14 Nov 2024
Fast and Efficient Transformer-based Method for Bird's Eye View Instance Prediction Miguel Antunes-García L. Bergasa Santiago Montiel-Marín R. Barea Fabio Sánchez-García Ángel Llamazares 127 0 0 11 Nov 2024
Extreme Rotation Estimation in the Wild Hana Bezalel Dotan Ankri Ruojin Cai Hadar Averbuch-Elor 143 2 0 11 Nov 2024
Joint-Optimized Unsupervised Adversarial Domain Adaptation in Remote Sensing Segmentation with Prompted Foundation Model Shuchang Lyu Qi Zhao Guangliang Cheng Yiwei He Zheng Zhou Guangbiao Wang Zhenwei Shi 69 0 0 08 Nov 2024
Diff-2-in-1: Bridging Generation and Dense Perception with Diffusion Models Shuhong Zheng Zhipeng Bao Ruoyu Zhao Martial Hebert Yu-Xiong Wang DiffM 151 0 0 07 Nov 2024
CFPNet: Improving Lightweight ToF Depth Completion via Cross-zone Feature Propagation Laiyan Ding Hualie Jiang Rui Xu Rui Huang 61 2 0 07 Nov 2024
Rethinking Decoders for Transformer-based Semantic Segmentation: A Compression Perspective Qishuai Wen Chun-Guang Li ViT 62 0 0 05 Nov 2024
OLAF: A Plug-and-Play Framework for Enhanced Multi-object Multi-part Scene Parsing Pranav Gupta Rishubh Singh Pradeep Shenoy Ravikiran Sarvadevabhatla 61 0 0 05 Nov 2024
AutoVFX: Physically Realistic Video Editing from Natural Language Instructions Hao-Yu Hsu Zhi-Hao Lin Albert Zhai Hongchi Xia Shenlong Wang VGen 105 11 0 04 Nov 2024
Toward Integrating Semantic-aware Path Planning and Reliable Localization for UAV Operations Thanh Nguyen Canh Huy-Hoang Ngo Xiem HoangVan N. Chong 74 0 0 04 Nov 2024
Rethinking Weight Decay for Robust Fine-Tuning of Foundation Models Junjiao Tian Chengyue Huang Z. Kira 59 2 0 03 Nov 2024
MamT $^4$ : Multi-view Attention Networks for Mammography Cancer Classification Alisher Ibragimov Sofya Senotrusova Arsenii Litvinov E. Ushakov E. Karpulevich Yury Markin 59 0 0 03 Nov 2024
FactorizePhys: Matrix Factorization for Multidimensional Attention in Remote Physiological Sensing Jitesh Joshi Sos S. Agaian Youngjun Cho AI4TS 73 2 0 03 Nov 2024
Event-guided Low-light Video Semantic Segmentation Zhen Yao Mooi Choo Choo Chuah 84 6 0 01 Nov 2024
Cityscape-Adverse: Benchmarking Robustness of Semantic Segmentation with Realistic Scene Modifications via Diffusion-Based Image Editing Naufal Suryanto Andro Aprila Adiputra Ahmada Yusril Kadiptya Thi-Thu-Huong Le Derry Pratama Yongsu Kim Howon Kim DiffM 128 0 0 01 Nov 2024
Federated Black-Box Adaptation for Semantic Segmentation Jay N. Paranjape S. Sikder S. Vedula Vishal M. Patel FedML 68 1 0 31 Oct 2024
COSNet: A Novel Semantic Segmentation Network using Enhanced Boundaries in Cluttered Scenes Muhammad Ali Mamoona Javaid Mubashir Noman Mustansar Fiaz Salman Khan 87 0 0 31 Oct 2024