v1v2v3 (latest)

SegFormer: Simple and Efficient Design for Semantic Segmentation with Transformers

31 May 2021

ArXiv (abs)PDF HTML Github (2905★)

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

50 / 1,889 papers shown

Title
UDTIRI: An Online Open-Source Intelligent Road Inspection Benchmark Suite Sicen Guo Jiahang Li Yi Feng Dacheng Zhou D. Zhang Chen Chen Shuai Su Xing-Hui Zhu Qijun Chen Rui Fan 62 6 0 18 Apr 2023
AutoTaskFormer: Searching Vision Transformers for Multi-task Learning Yang Liu Shen Yan Yuge Zhang Kan Ren Quan Zhang Zebin Ren Deng Cai Mi Zhang ViT 49 0 0 18 Apr 2023
Delving into Shape-aware Zero-shot Semantic Segmentation Xinyu Liu Beiwen Tian Zhen Wang Rui Wang Kehua Sheng Bo Zhang Hao Zhao Guyue Zhou VLM 106 20 0 17 Apr 2023
TagCLIP: Improving Discrimination Ability of Open-Vocabulary Semantic Segmentation Jingyao Li Pengguang Chen Shengju Qian Jiaya Jia VLM 80 13 0 15 Apr 2023
CoMaL: Conditional Maximum Likelihood Approach to Self-supervised Domain Adaptation in Long-tail Semantic Segmentation Thanh-Dat Truong C. Duong Pierce Helton Ashley Dowling Xin Li Khoa Luu 64 1 0 14 Apr 2023
CROVIA: Seeing Drone Scenes from Car Perspective via Cross-View Adaptation Thanh-Dat Truong C. Duong Ashley Dowling Son Lam Phung J. Cothren Khoa Luu 66 2 0 14 Apr 2023
Segment Everything Everywhere All at Once Xueyan Zou Jianwei Yang Hao Zhang Feng Li Linjie Li Jianfeng Wang Lijuan Wang Jianfeng Gao Yong Jae Lee MLLM VLM 113 491 0 13 Apr 2023
DiffFit: Unlocking Transferability of Large Diffusion Models via Simple Parameter-Efficient Fine-Tuning Enze Xie Lewei Yao Han Shi Zhili Liu Daquan Zhou Zhaoqiang Liu Jiawei Li Zhenguo Li 74 81 0 13 Apr 2023
Dynamic Mobile-Former: Strengthening Dynamic Convolution with Attention and Residual Connection in Kernel Space Seokju Yun Youngmin Ro ViT 54 2 0 13 Apr 2023
Literature Review: Computer Vision Applications in Transportation Logistics and Warehousing Alexander Naumann Felix Hertlein Laura Doerr Steffen Thoma K. Furmans 148 8 0 12 Apr 2023
Impact of Pseudo Depth on Open World Object Segmentation with Minimal User Guidance Robin Schon K. Ludwig Rainer Lienhart VLM MDE 77 2 0 12 Apr 2023
RIFormer: Keep Your Vision Backbone Effective While Removing Token Mixer Jiahao Wang Songyang Zhang Yong Liu Taiqiang Wu Yujiu Yang Xihui Liu Kai-xiang Chen Ping Luo Dahua Lin 79 22 0 12 Apr 2023
PP-MobileSeg: Explore the Fast and Accurate Semantic Segmentation Model on Mobile Devices Shiyu Tang Ting Sun Juncai Peng Guowei Chen Yuying Hao Manhui Lin Z. Xiao Jiangbin You Yi Liu ViT 59 14 0 11 Apr 2023
Continual Semantic Segmentation with Automatic Memory Sample Selection Lanyun Zhu Tianrun Chen Jianxiong Yin Simon See Jing Liu CLL VLM 76 47 0 11 Apr 2023
HST-MRF: Heterogeneous Swin Transformer with Multi-Receptive Field for Medical Image Segmentation Xiaofei Huang Hongfang Gong Jin Zhang MedIm 121 4 0 10 Apr 2023
Agronav: Autonomous Navigation Framework for Agricultural Robots and Vehicles using Semantic Segmentation and Semantic Line Detection S. K. Panda Y. Lee M. Jawed 75 20 0 10 Apr 2023
Slide-Transformer: Hierarchical Vision Transformer with Local Self-Attention Xuran Pan Tianzhu Ye Zhuofan Xia S. Song Gao Huang ViT 86 60 0 09 Apr 2023
Semantic Human Parsing via Scalable Semantic Transfer over Multiple Label Domains Jie Yang Chaoqun Wang Zhen Li Junle Wang Ruimao Zhang 65 16 0 09 Apr 2023
InterFormer: Real-time Interactive Image Segmentation YouFu Huang Hao Yang Ke Sun Shengchuan Zhang Liujuan Cao Guannan Jiang Rongrong Ji 93 23 0 06 Apr 2023
DRAC: Diabetic Retinopathy Analysis Challenge with Ultra-Wide Optical Coherence Tomography Angiography Images Bo Qian Haoxing Chen Xiangning Wang Haoxuan Che Gitaek Kwon ... Xiaokang Yang Yiyu Cai Weiping Jia Huating Li Bin Sheng 80 5 0 05 Apr 2023
FREDOM: Fairness Domain Adaptation Approach to Semantic Scene Understanding Thanh-Dat Truong Ngan Le Bhiksha Raj J. Cothren Khoa Luu 106 25 0 04 Apr 2023
DIR-AS: Decoupling Individual Identification and Temporal Reasoning for Action Segmentation Peiyao Wang Haibin Ling 38 2 0 04 Apr 2023
Online Distillation with Continual Learning for Cyclic Domain Shifts Joachim Houyon A. Cioppa Yasir Ghunaim Motasem Alfarra Anaïs Halin Maxim Henry Guohao Li Marc Van Droogenbroeck CLL 58 8 0 03 Apr 2023
Vision-Language Models for Vision Tasks: A Survey Jingyi Zhang Jiaxing Huang Sheng Jin Shijian Lu VLM 165 551 0 03 Apr 2023
Automatic High Resolution Wire Segmentation and Removal M. Chiu X. Zhang Zijun Wei Yuqian Zhou Eli Shechtman Connelly Barnes Zhe Lin Florian Kainz Sohrab Amirghodsi Humphrey Shi 3DV 53 8 0 01 Apr 2023
Devil is in the Queries: Advancing Mask Transformers for Real-world Medical Image Segmentation and Out-of-Distribution Localization Mingze Yuan Yingda Xia Hexin Dong Zi Chen Jiawen Yao ... Bin Dong Jing Zhou Le Lu Ling Zhang Li Zhang OOD MedIm 57 23 0 01 Apr 2023
Robotic Perception of Transparent Objects: A Review Jiaqi Jiang G. Cao Jiankang Deng Thanh-Toan Do Shan Luo 91 32 0 31 Mar 2023
One-shot Unsupervised Domain Adaptation with Personalized Diffusion Models Yasser Benigmim Subhankar Roy S. Essid Vicky Kalogeiton Stéphane Lathuilière DiffM 95 29 0 31 Mar 2023
MapFormer: Boosting Change Detection by Using Pre-change Information Maximilian Bernhard Niklas Strauß Matthias Schubert 113 7 0 31 Mar 2023
Dual Cross-Attention for Medical Image Segmentation Gorkem Can Ates P. Mohan Emrah Çelik 56 85 0 30 Mar 2023
SparseViT: Revisiting Activation Sparsity for Efficient High-Resolution Vision Transformer Xuanyao Chen Zhijian Liu Haotian Tang Li Yi Hang Zhao Song Han ViT 211 48 0 30 Mar 2023
DDP: Diffusion Model for Dense Visual Prediction Yuanfeng Ji Zhe Chen Enze Xie Lanqing Hong Xihui Liu Zhaoqiang Liu Tong Lu Zhenguo Li Ping Luo DiffM VLM 133 138 0 30 Mar 2023
Fooling the Image Dehazing Models by First Order Gradient Jie Gui Xiaofeng Cong Chengwei Peng Yuan Yan Tang James T. Kwok AAML 49 9 0 30 Mar 2023
Multi-scale Hierarchical Vision Transformer with Cascaded Attention Decoding for Medical Image Segmentation Md Mostafijur Rahman R. Marculescu MedIm ViT 70 51 0 29 Mar 2023
LinK: Linear Kernel for LiDAR-based 3D Perception Tao Lu Xiang Ding Haisong Liu Gangshan Wu Liming Wang 103 39 0 28 Mar 2023
TerrainNet: Visual Modeling of Complex Terrain for High-speed, Off-road Navigation Xiangyu Meng Nathan Hatch Alexander Lambert Anqi Li Nolan Wagener ... Samuel Deng G. Okopal Dieter Fox Byron Boots Amirreza Shaban 3DV 132 62 0 28 Mar 2023
Leveraging Hidden Positives for Unsupervised Semantic Segmentation Hyun Seok Seong WonJun Moon Subeen Lee Jae-Pil Heo ViT 125 33 0 27 Mar 2023
VisDA 2022 Challenge: Domain Adaptation for Industrial Waste Sorting D. Bashkirova Samarth Mishra Diala Lteif Piotr Teterwak Donghyun Kim ... Shahaf Ettedgui Raja Giryes Shady Abu Hussein Binhui Xie Shuangliang Li OOD 84 9 0 26 Mar 2023
Hierarchical Dense Correlation Distillation for Few-Shot Segmentation Bohao Peng Zhuotao Tian Xiaoyang Wu Chenyao Wang Shu Liu Jingyong Su Jiaya Jia 127 77 0 26 Mar 2023
You Only Segment Once: Towards Real-Time Panoptic Segmentation Jie Hu Linyan Huang Tianhe Ren Shengchuan Zhang Rongrong Ji Liujuan Cao SSeg 101 60 0 26 Mar 2023
Affordance Grounding from Demonstration Video to Target Image Joya Chen Difei Gao Kevin Qinghong Lin Mike Zheng Shou 70 27 0 26 Mar 2023
Both Style and Distortion Matter: Dual-Path Unsupervised Domain Adaptation for Panoramic Semantic Segmentation Xueye Zheng Jinjing Zhu Yexin Liu Zidong Cao Chong Fu Lin Wang MDE 74 39 0 25 Mar 2023
Principles of Forgetting in Domain-Incremental Semantic Segmentation in Adverse Weather Conditions Tobias Kalb Jürgen Beyerer CLL 52 5 0 24 Mar 2023
FishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and Segmentation Haowen Shi Yu Li Kailun Yang Jiaming Zhang Kunyu Peng Alina Roitberg Yaozu Ye Huajian Ni Kaiwei Wang Rainer Stiefelhagen EgoV 65 11 0 24 Mar 2023
ReBotNet: Fast Real-time Video Enhancement Jeya Maria Jose Valanarasu Rahul Garg Andeep S. Toor Xin Tong Weijuan Xi Andreas Lugmayr Vishal M. Patel A. Menini 75 1 0 23 Mar 2023
POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery Ce Zheng Xianpeng Liu Guo-Jun Qi Chong Chen 3DH 170 34 0 23 Mar 2023
Dense-Localizing Audio-Visual Events in Untrimmed Videos: A Large-Scale Benchmark and Baseline Tiantian Geng Teng Wang Jinming Duan Runmin Cong Feng Zheng 81 35 0 22 Mar 2023
LiDARFormer: A Unified Transformer-based Multi-task Network for LiDAR Perception Zixiang Zhou Dongqiangzi Ye Weijia Chen Yufei Xie Yu Wang Panqu Wang H. Foroosh 63 10 0 21 Mar 2023
Influencer Backdoor Attack on Semantic Segmentation Haoheng Lan Jindong Gu Philip Torr Hengshuang Zhao AAML 76 6 0 21 Mar 2023
360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye View Zhifeng Teng Jiaming Zhang Kailun Yang Kunyu Peng Haowen Shi Simon Reiß Ke Cao Rainer Stiefelhagen MDE 78 12 0 21 Mar 2023