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
JointDistill: Adaptive Multi-Task Distillation for Joint Depth Estimation and Scene Segmentation Tiancong Cheng Ying Zhang Y. Liang R. Zimmermann Zhiwen Yu Bin Guo VLM 14 0 0 15 May 2025
$SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and $\mathcal{O}(T)$ Complexity$ SpikeVideoFormer: An Efficient Spike-Driven Video Transformer with Hamming Attention and $\mathcal{O}(T)$ Complexity Shihao Zou Qingfeng Li Wei Ji Jingjing Li Yongkui Yang Guoqi Li Chao Dong 23 0 0 15 May 2025
Trailblazer: Learning offroad costmaps for long range planning Kasi Viswanath Felix Sanchez Timothy Overbye J. Gregory Srikanth Saripalli 16 0 0 14 May 2025
A 2D Semantic-Aware Position Encoding for Vision Transformers Xi Chen Shiyang Zhou Muqi Huang Jiaxu Feng Yun Xiong ... Y. Zhang Huishuai Bao Sijia Peng C. Li Feng Shi ViT 18 0 0 14 May 2025
A Large-scale Benchmark on Geological Fault Delineation Models: Domain Shift, Training Dynamics, Generalizability, Evaluation and Inferential Behavior Jorge Quesada Chen Zhou Prithwijit Chowdhury Mohammad Alotaibi Ahmad Mustafa Yusufjon Kumamnov M. Prabhushankar Ghassan AlRegib AI4CE 39 0 0 13 May 2025
ExEBench: Benchmarking Foundation Models on Extreme Earth Events Shan Zhao Zhitong Xiong Jie Zhao Xiao Xiang Zhu 40 0 0 13 May 2025
MESSI: A Multi-Elevation Semantic Segmentation Image Dataset of an Urban Environment Barak Pinkovich Boaz Matalon Ehud Rivlin H. Rotstein 37 0 0 13 May 2025
Depth-Sensitive Soft Suppression with RGB-D Inter-Modal Stylization Flow for Domain Generalization Semantic Segmentation Binbin Wei Yuhang Zhang Shishun Tian Muxin Liao Wei Li Wenbin Zou MDE 36 0 0 11 May 2025
Reducing Unimodal Bias in Multi-Modal Semantic Segmentation with Multi-Scale Functional Entropy Regularization Xu Zheng Yuanhuiyi Lyu Lutao Jiang Danda Pani Paudel Luc Van Gool Xuming Hu 29 0 0 10 May 2025
MultiTaskVIF: Segmentation-oriented visible and infrared image fusion via multi-task learning Zixian Zhao Andrew Howes Xingchen Zhang 24 0 0 10 May 2025
Noise-Consistent Siamese-Diffusion for Medical Image Synthesis and Segmentation Kunpeng Qiu Zhiqiang Gao Zhiying Zhou Mingjie Sun Yongxin Guo MedIm 34 0 0 09 May 2025
GeomHair: Reconstruction of Hair Strands from Colorless 3D Scans Rachmadio Noval Lazuardi Artem Sevastopolsky Egor Zakharov Matthias Niessner V. Sklyarova 3DH 47 0 0 08 May 2025
Split Matching for Inductive Zero-shot Semantic Segmentation Jialei Chen Xu Zheng Dongyue Li Chong Yi Seigo Ito D. Paudel Luc Van Gool Hiroshi Murase Daisuke Deguchi VLM 52 0 0 08 May 2025
Are Synthetic Corruptions A Reliable Proxy For Real-World Corruptions? Shashank Agnihotri David Schader Nico Sharei Mehmet Ege Kaçar M. Keuper 41 2 0 07 May 2025
RAFT: Robust Augmentation of FeaTures for Image Segmentation Edward Humes Xiaomin Lin Uttej Kallakuri Tinoosh Mohsenin 34 0 0 07 May 2025
PosterO: Structuring Layout Trees to Enable Language Models in Generalized Content-Aware Layout Generation HsiaoYuan Hsu Yuxin Peng 21 0 0 06 May 2025
CaRaFFusion: Improving 2D Semantic Segmentation with Camera-Radar Point Cloud Fusion and Zero-Shot Image Inpainting Huawei Sun Bora Kunter Sahin Georg Stettinger Maximilian Bernhard Matthias Schubert Robert Wille 49 0 0 06 May 2025
Benchmarking Feature Upsampling Methods for Vision Foundation Models using Interactive Segmentation Volodymyr Havrylov Haiwen Huang Dan Zhang Andreas Geiger 111 0 0 04 May 2025
Adversarial Robustness of Deep Learning Models for Inland Water Body Segmentation from SAR Images Siddharth Kothari Srinivasan Murali Sankalp Kothari Ujjwal Verma Jaya Sreevalsan-Nair 47 0 0 03 May 2025
CMAWRNet: Multiple Adverse Weather Removal via a Unified Quaternion Neural Architecture V. Frants S. Agaian K. Panetta Peter Huang 36 0 0 03 May 2025
Rethinking RGB-Event Semantic Segmentation with a Novel Bidirectional Motion-enhanced Event Representation Zhen Yao Xiaowen Ying Mooi Choo Choo Chuah 30 0 0 02 May 2025
Pack-PTQ: Advancing Post-training Quantization of Neural Networks by Pack-wise Reconstruction Changjun Li Runqing Jiang Zhuo Song Pengpeng Yu Ye Zhang Yulan Guo MQ 56 0 0 01 May 2025
Magnifier: A Multi-grained Neural Network-based Architecture for Burned Area Delineation Daniele Rege Cambrin Luca Colomba Paolo Garza 44 0 0 28 Apr 2025
NSegment : Noisy Segment Improves Remote Sensing Image Segmentation Yechan Kim DongHo Yoon SooYeon Kim M. Jeon 39 0 0 28 Apr 2025
SRMF: A Data Augmentation and Multimodal Fusion Approach for Long-Tail UHR Satellite Image Segmentation Yulong Guo Zilun Zhang Yongheng Shang Tiancheng Zhao Shuiguang Deng Yingchun Yang Jianwei Yin 68 0 0 28 Apr 2025
Enhancing seeding efficiency using a computer vision system to monitor furrow quality in real-time Sidharth Rai Aryan Dalal Riley Slichter Ajay Sharda 39 0 0 27 Apr 2025
Leveraging Modified Ex Situ Tomography Data for Segmentation of In Situ Synchrotron X-Ray Computed Tomography Tristan Manchester Adam Anders Julio Spadotto Hannah Eccleston William Beavan Hugues Arcis Brian J. Connolly 27 0 0 27 Apr 2025
Back to Fundamentals: Low-Level Visual Features Guided Progressive Token Pruning Yuanbing Ouyang Yizhuo Liang Qingpeng Li Xinfei Guo Yiming Luo Di Wu Hao Wang Yushan Pan ViT VLM 71 0 0 25 Apr 2025
Beyond Labels: Zero-Shot Diabetic Foot Ulcer Wound Segmentation with Self-attention Diffusion Models and the Potential for Text-Guided Customization Abderrachid Hamrani Daniela Leizaola Renato Sousa Jose P. Ponce Stanley Mathis David G. Armstrong Anuradha Godavarty DiffM MedIm 36 0 0 24 Apr 2025
Efficient Adaptation of Deep Neural Networks for Semantic Segmentation in Space Applications Leonardo Olivi Edoardo Santero Mormile Enzo Tartaglione SSeg 32 0 0 22 Apr 2025
SignX: The Foundation Model for Sign Recognition Sen Fang Chunyu Sui Hongwei Yi C. Neidle Dimitris N. Metaxas SLR 35 0 0 22 Apr 2025
ECViT: Efficient Convolutional Vision Transformer with Local-Attention and Multi-scale Stages Zhoujie Qian ViT 24 0 0 21 Apr 2025
Lightweight Road Environment Segmentation using Vector Quantization Jiyong Kwag Alper Yilmaz Charles Toth 24 0 0 19 Apr 2025
Visual Consensus Prompting for Co-Salient Object Detection J. T. Wang Nana Yu Zihao Zhang Yahong Han 24 0 0 19 Apr 2025
Segment Any Crack: Deep Semantic Segmentation Adaptation for Crack Detection Ghodsiyeh Rostami Po-Han Chen Mahdi S. Hosseini 21 0 0 19 Apr 2025
Temporal Propagation of Asymmetric Feature Pyramid for Surgical Scene Segmentation Cheng Yuan Yutong Ban MedIm 35 0 0 18 Apr 2025
Cardiac MRI Semantic Segmentation for Ventricles and Myocardium using Deep Learning Racheal Mukisa Arvind K. Bansal 31 0 0 18 Apr 2025
HDBFormer: Efficient RGB-D Semantic Segmentation with A Heterogeneous Dual-Branch Framework Shuobin Wei Zhuang Zhou Zhengan Lu Zizhao Yuan Binghua Su MDE 42 0 0 18 Apr 2025
Learning from Noisy Pseudo-labels for All-Weather Land Cover Mapping Wang Liu Zhiyu Wang Xin Guo Puhong Duan Xudong Kang Shutao Li 22 0 0 18 Apr 2025
Multiscale Tensor Summation Factorization as a New Neural Network Layer (MTS Layer) for Multidimensional Data Processing Mehmet Yamaç Muhammad Numan Yousaf S. Kiranyaz M. Gabbouj 24 1 0 17 Apr 2025
SAM-Based Building Change Detection with Distribution-Aware Fourier Adaptation and Edge-Constrained Warping Yun-Cheng Li Sen Lei Yi Zhao Heng-Chao Li Jun Li Antonio J. Plaza 42 0 0 17 Apr 2025
SAR Object Detection with Self-Supervised Pretraining and Curriculum-Aware Sampling Yasin Almalioglu Andrzej Kucik Geoffrey French Dafni Antotsiou Alexander Adam Cedric Archambeau 23 0 0 17 Apr 2025
TacoDepth: Towards Efficient Radar-Camera Depth Estimation with One-stage Fusion Y. Wang J. Li Chaoyi Hong Ruibo Li Liusheng Sun Xiao-yang Song Zhe Wang Zhiguo Cao Guosheng Lin MDE 29 0 0 16 Apr 2025
Zooming In on Fakes: A Novel Dataset for Localized AI-Generated Image Detection with Forgery Amplification Approach Lvpan Cai Haowei Wang Jiayi Ji YanShu ZhouMen Yiwei Ma Xiaoshuai Sun Liujuan Cao Rongrong Ji ViT 34 0 0 16 Apr 2025
Remote sensing colour image semantic segmentation of trails created by large herbivorous Mammals J. Díez-Pastor Francisco Javier Gonzalez-Moya Pedro Latorre-Carmona Francisco Javier Perez-Barbería Ludmila I.Kuncheva Antonio Canepa-Oneto Alvar Arnaiz-González C. García-Osorio 66 0 0 16 Apr 2025
LightFormer: A lightweight and efficient decoder for remote sensing image segmentation Sihang Chen Lijun Yun Z. Liu JianFeng Zhu J. Chen Hui Wang Yueping Nie 24 0 0 15 Apr 2025
Deep Learning-based Bathymetry Retrieval without In-situ Depths using Remote Sensing Imagery and SfM-MVS DSMs with Data Gaps P. Agrafiotis Begum Demir 19 0 0 15 Apr 2025
FLOSS: Free Lunch in Open-vocabulary Semantic Segmentation Yasser Benigmim Mohammad Fahes Tuan-Hung Vu Andrei Bursuc Raoul de Charette VLM 35 0 0 14 Apr 2025
Uncertainty Guided Refinement for Fine-Grained Salient Object Detection Yao Yuan Pan Gao Qun Dai Jie Qin Wei Xiang 30 0 0 13 Apr 2025
FMLGS: Fast Multilevel Language Embedded Gaussians for Part-level Interactive Agents Xin Tan Yuzhou Ji He Zhu Yuan Xie 3DGS 34 0 0 11 Apr 2025