SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers

31 May 2021

Papers citing "SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers"

50 / 1,844 papers shown

Title
Closer to Ground Truth: Realistic Shape and Appearance Labeled Data Generation for Unsupervised Underwater Image Segmentation Andrei Jelea A. Belbachir Marius Leordeanu 41 0 0 20 Mar 2025
SALT: Singular Value Adaptation with Low-Rank Transformation Abdelrahman Elsayed Sarim Hashmi Mohammed Elseiagy Hu Wang Mohammad Yaqub Ibrahim Almakky OOD 45 0 0 20 Mar 2025
High Temporal Consistency through Semantic Similarity Propagation in Semi-Supervised Video Semantic Segmentation for Autonomous Flight Cédric Vincent Taehyoung Kim Henri Meeß 52 0 0 19 Mar 2025
CAM-Seg: A Continuous-valued Embedding Approach for Semantic Image Generation Masud Ahmed Zahid Hasan Syed Arefinul Haque A. Faridee S. Purushotham Suya You Nirmalya Roy 53 0 0 19 Mar 2025
Concat-ID: Towards Universal Identity-Preserving Video Synthesis Yong Zhong Zhuoyi Yang Jiayan Teng Xiaotao Gu Chongxuan Li VGen 63 0 0 18 Mar 2025
Robust Audio-Visual Segmentation via Audio-Guided Visual Convergent Alignment Chen Liu Peike Li Liying Yang Dadong Wang Lincheng Li Xin Yu VOS 65 0 0 17 Mar 2025
Learning-based 3D Reconstruction in Autonomous Driving: A Comprehensive Survey Liewen Liao Weihao Yan Ming Yang Songan Zhang 3DV 86 0 0 17 Mar 2025
Dynamic Derivation and Elimination: Audio Visual Segmentation with Enhanced Audio Semantics Chen Liu Liying Yang Peike Li Dadong Wang Lincheng Li Xin Yu VOS 96 0 0 17 Mar 2025
Shape Bias and Robustness Evaluation via Cue Decomposition for Image Classification and Segmentation Edgar Heinert Thomas Gottwald Annika Mütze Matthias Rottmann 65 0 0 16 Mar 2025
Prototype-Based Image Prompting for Weakly Supervised Histopathological Image Segmentation Qingchen Tang Lei Fan M. Pagnucco Yang Song VLM 48 0 0 15 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 156 0 0 15 Mar 2025
SpaceSeg: A High-Precision Intelligent Perception Segmentation Method for Multi-Spacecraft On-Orbit Targets Hao Liu Pengyu Guo Siyuan Yang Zeqing Jiang Qinglei Hu Dongyu Li 43 0 0 14 Mar 2025
VGGT: Visual Geometry Grounded Transformer Jianyuan Wang Minghao Chen Nikita Karaev Andrea Vedaldi Christian Rupprecht David Novotny ViT 53 7 0 14 Mar 2025
Robustness Tokens: Towards Adversarial Robustness of Transformers Brian Pulfer Yury Belousov S. Voloshynovskiy AAML 45 0 0 13 Mar 2025
MuDG: Taming Multi-modal Diffusion with Gaussian Splatting for Urban Scene Reconstruction Yingshuang Zou Yikang Ding Chuanrui Zhang Jiazhe Guo Bohan Li Xiaoyang Lyu Feiyang Tan Xiaojuan Qi Haoqian Wang 3DGS 49 0 0 13 Mar 2025
Learning a Unified Degradation-aware Representation Model for Multi-modal Image Fusion Haolong Ma Hui Li Chunyang Cheng Zeyang Zhang Xiaoning Song Xiao Wu 55 1 0 13 Mar 2025
SegDesicNet: Lightweight Semantic Segmentation in Remote Sensing with Geo-Coordinate Embeddings for Domain Adaptation Sachin Verma Frank Lindseth Gabriel Kiss 55 0 0 11 Mar 2025
Structural and Statistical Texture Knowledge Distillation and Learning for Segmentation Deyi Ji Feng Zhao Hongtao Lu Feng Wu Jieping Ye 76 2 0 11 Mar 2025
Seeing and Reasoning with Confidence: Supercharging Multimodal LLMs with an Uncertainty-Aware Agentic Framework Zhuo Zhi Chen Feng Adam Daneshmend Mine Orlu Andreas Demosthenous L. Yin Da Li Ziquan Liu Miguel R. D. Rodrigues LRM 64 1 0 11 Mar 2025
A Multimodal Physics-Informed Neural Network Approach for Mean Radiant Temperature Modeling Pouya Shaeri Saud AlKhaled Ariane Middel AI4CE 58 1 0 11 Mar 2025
OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation Ding Zhong Xu Zheng Chenfei Liao Yuanhuiyi Lyu Jialei Chen Shengyang Wu Linfeng Zhang Xuming Hu VLM 55 4 0 10 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 39 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 55 3 0 09 Mar 2025
Dynamic Dictionary Learning for Remote Sensing Image Segmentation Xuechao Zou Yue Li Shun Zhang Kai Li Shiying Wang Pin Tao Junliang Xing Congyan Lang 48 0 0 09 Mar 2025
SAQ-SAM: Semantically-Aligned Quantization for Segment Anything Model Jing Zhang Z. Li Qingyi Gu MQ VLM 51 0 0 09 Mar 2025
USP: Unified Self-Supervised Pretraining for Image Generation and Understanding Xiangxiang Chu Renda Li Yong Wang 62 0 0 08 Mar 2025
LEDiT: Your Length-Extrapolatable Diffusion Transformer without Positional Encoding Shen Zhang Yaning Tan Siyuan Liang Zhaowei Chen Linze Li ... Shuheng Li Zhenyu Zhao Caihua Chen Jiajun Liang Yao Tang 51 0 0 06 Mar 2025
MathMistake Checker: A Comprehensive Demonstration for Step-by-Step Math Problem Mistake Finding by Prompt-Guided LLMs T. Zhang Zhuoxuan Jiang Haotian Zhang Lin Lin Shaohua Zhang LRM 65 0 0 06 Mar 2025
COARSE: Collaborative Pseudo-Labeling with Coarse Real Labels for Off-Road Semantic Segmentation Aurelio Noca Xianmei Lei Jonathan Becktor J. Edlund Anna Sabel Patrick Spieler Curtis Padgett Alexandre Alahi Deegan Atha 58 0 0 05 Mar 2025
Is Pre-training Applicable to the Decoder for Dense Prediction? Chao Ning Wanshui Gan Weihao Xuan Naoto Yokoya 48 0 0 05 Mar 2025
Golden Cudgel Network for Real-Time Semantic Segmentation Guoyu Yang Yuan Wang Daming Shi Y. Wang 48 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 50 0 0 04 Mar 2025
Unveiling the Potential of Segment Anything Model 2 for RGB-Thermal Semantic Segmentation with Language Guidance Jiayi Zhao Fei Teng Kai Luo Guoqiang Zhao Z. Li Xu Zheng Kailun Yang VLM 79 3 0 04 Mar 2025
Q&C: When Quantization Meets Cache in Efficient Image Generation Xin Ding X. Li Haotong Qin Zhibo Chen DiffM MQ 73 0 0 04 Mar 2025
SCSegamba: Lightweight Structure-Aware Vision Mamba for Crack Segmentation in Structures Hui Liu Chen Jia Fan Shi Xu Cheng Shengyong Chen Mamba 47 0 0 03 Mar 2025
DifIISR: A Diffusion Model with Gradient Guidance for Infrared Image Super-Resolution Xingyuan Li Z. Wang Yang Zou Z. Chen Jun Ma Zhiying Jiang Long Ma Jinyuan Liu 78 1 0 03 Mar 2025
Comprehensive Evaluation of OCT-based Automated Segmentation of Retinal Layer, Fluid and Hyper-Reflective Foci: Impact on Diabetic Retinopathy Severity Assessment S. Chen D. Ma M. Raviselvan S. Sundaramoorthy K. Popuri M. J. Ju M. V. Sarunic D. Ratra M. F. Beg 68 0 0 03 Mar 2025
Primus: Enforcing Attention Usage for 3D Medical Image Segmentation Tassilo Wald Saikat Roy Fabian Isensee Constantin Ulrich Sebastian Ziegler D. Trofimova Raphael Stock Michael Baumgartner Gregor Köhler Klaus H. Maier-Hein ViT MedIm 42 1 0 03 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 66 0 0 03 Mar 2025
Split Adaptation for Pre-trained Vision Transformers Lixu Wang Bingqi Shang Y. Li Payal Mohapatra Wei Dong Xiao-Xu Wang Qi Zhu ViT 43 0 0 01 Mar 2025
SAC-ViT: Semantic-Aware Clustering Vision Transformer with Early Exit Youbing Hu Yun Cheng Anqi Lu Dawei Wei Zhijun Li 42 0 0 27 Feb 2025
Dictionary-based Framework for Interpretable and Consistent Object Parsing Tiezheng Zhang Qihang Yu Alan Yuille Ju He 80 1 0 26 Feb 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 66 1 0 26 Feb 2025
Improving Transformer Based Line Segment Detection with Matched Predicting and Re-ranking Xin Tong Shi Peng Baojie Tian Yufei Guo Xuhui Huang Zhe Ma ViT 59 1 0 25 Feb 2025
GHOST 2.0: generative high-fidelity one shot transfer of heads A. Groshev Anastasiia Iashchenko Pavel Paramonov Denis Dimitrov Andrey Kuznetsov 60 0 0 25 Feb 2025
MVIP -- A Dataset and Methods for Application Oriented Multi-View and Multi-Modal Industrial Part Recognition Paul Koch Marian Schluter Jörg Krüger 65 0 0 24 Feb 2025
SpecDM: Hyperspectral Dataset Synthesis with Pixel-level Semantic Annotations W. Liu Pei Yang Wenhui Hong Xiaoguang Mei Jiayi Ma DiffM 61 0 0 24 Feb 2025
Cross-Model Transferability of Adversarial Patches in Real-time Segmentation for Autonomous Driving Prashant Shekhar Bidur Devkota Dumindu Samaraweera Laxima Niure Kandel Manoj Babu AAML 53 0 0 22 Feb 2025
Graph Attention Convolutional U-NET: A Semantic Segmentation Model for Identifying Flooded Areas Muhammad Umair Danish Madhushan Buwaneswaran Tehara Fonseka Katarina Grolinger AI4CE 46 1 0 21 Feb 2025
Image Forgery Localization with State Space Models Zijie Lou Gang Cao Kun Guo Shaowei Weng Lifang Yu Mamba 94 1 0 17 Feb 2025