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"

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Title
ForgeryTTT: Zero-Shot Image Manipulation Localization with Test-Time Training Weihuang Liu Xi Shen Chi-Man Pun Xiaodong Cun ViT 29 2 0 05 Oct 2024
SpecSAR-Former: A Lightweight Transformer-based Network for Global LULC Mapping Using Integrated Sentinel-1 and Sentinel-2 Hao Yu Gen Li Haoyu Liu Songyan Zhu Wenquan Dong Changjian Li 27 0 0 04 Oct 2024
MMP: Towards Robust Multi-Modal Learning with Masked Modality Projection Niki Nezakati Md Kaykobad Reza Ameya Patil Mashhour Solh M. Salman Asif 32 1 0 03 Oct 2024
HiFiSeg: High-Frequency Information Enhanced Polyp Segmentation with Global-Local Vision Transformer Jingjing Ren Xiaoyong Zhang Lina Zhang 26 0 0 03 Oct 2024
Adapting Segment Anything Model to Melanoma Segmentation in Microscopy Slide Images Qingyuan Liu Avideh Zakhor VLM 31 0 0 03 Oct 2024
Efficient Semantic Segmentation via Lightweight Multiple-Information Interaction Network Yangyang Qiu Guoan Xu Guangwei Gao Zhenhua Guo Yi Yu Chia-Wen Lin 35 0 0 03 Oct 2024
MMFNet: Multi-Scale Frequency Masking Neural Network for Multivariate Time Series Forecasting Aitian Ma Dongsheng Luo Mo Sha AI4TS 25 0 0 02 Oct 2024
Semantic Segmentation of Unmanned Aerial Vehicle Remote Sensing Images using SegFormer Vlatko Spasev I. Dimitrovski Ivan Chorbev Ivan Kitanovski 36 0 0 01 Oct 2024
AUCSeg: AUC-oriented Pixel-level Long-tail Semantic Segmentation Boyu Han Qianqian Xu Zhiyong Yang Shilong Bao Peisong Wen Yangbangyan Jiang Qingming Huang 30 2 0 30 Sep 2024
Task-Oriented Pre-Training for Drivable Area Detection Fulong Ma Guoyang Zhao Weiqing Qi Ming Liu Jun Ma VLM 33 1 0 30 Sep 2024
Self-supervised Auxiliary Learning for Texture and Model-based Hybrid Robust and Fair Featuring in Face Analysis Shukesh Reddy Nishit Poddar Srijan Das Abhijit Das CVBM 30 0 0 29 Sep 2024
Fast-Convergent and Communication-Alleviated Heterogeneous Hierarchical Federated Learning in Autonomous Driving Wei-Bin Kou Qingfeng Lin Ming Tang Rongguang Ye Shuai Wang Guangxu Zhu Yik-Chung Wu 32 4 0 29 Sep 2024
EfficientCrackNet: A Lightweight Model for Crack Segmentation Abid Hasan Zim Aquib Iqbal Zaid Al-Huda Asad U. Malik Minoru Kuribayash 26 1 0 26 Sep 2024
Self-Distilled Depth Refinement with Noisy Poisson Fusion Jiaqi Li Yiran Wang Jinghong Zheng Zihao Huang Ke Xian Zhiguo Cao Jianming Zhang 31 2 0 26 Sep 2024
Shape-intensity knowledge distillation for robust medical image segmentation Wenhui Dong Bo Du Yongchao Xu 36 0 0 26 Sep 2024
Disco4D: Disentangled 4D Human Generation and Animation from a Single Image Hui En Pang Shuai Liu Zhongang Cai Lei Yang Tianwei Zhang Ziwei Liu 3DGS 36 3 0 25 Sep 2024
Automated Surgical Skill Assessment in Endoscopic Pituitary Surgery using Real-time Instrument Tracking on a High-fidelity Bench-top Phantom Adrito Das Bilal Sidiqi Laurent Mennillo Zhehua Mao Mikael Brudfors ... John G. Hanrahan Matthew J. Clarkson Danail Stoyanov Hani J. Marcus Sophia Bano 32 2 0 25 Sep 2024
A novel open-source ultrasound dataset with deep learning benchmarks for spinal cord injury localization and anatomical segmentation Avisha Kumar Kunal Kotkar Kelly Jiang Meghana Bhimreddy Daniel Davidar ... Ian Suk Jennifer Son Nicholas Theodore Nitish Thakor A. Manbachi 43 1 0 24 Sep 2024
Layer-wise Model Merging for Unsupervised Domain Adaptation in Segmentation Tasks Roberto Alcover-Couso Juan C. Sanmiguel Marcos Escudero-Viñolo Jose M. Martínez FedML MoMe 28 1 0 24 Sep 2024
DIAL: Dense Image-text ALignment for Weakly Supervised Semantic Segmentation Soojin Jang Jungmin Yun Junehyoung Kwon Eunju Lee Youngbin Kim 40 3 0 24 Sep 2024
The BRAVO Semantic Segmentation Challenge Results in UNCV2024 Tuan-Hung Vu Eduardo Valle Andrei Bursuc Tommie Kerssies Daan de Geus ... Michael J. Smith F. Ferrie Shamik Basu Christos Sakaridis Luc Van Gool UQCV VLM 41 3 0 23 Sep 2024
Generalizing monocular colonoscopy image depth estimation by uncertainty-based global and local fusion network Sijia Du Chengfeng Zhou Suncheng Xiang Jianwei Xu Dahong Qian MedIm MDE 39 0 0 23 Sep 2024
Window-based Channel Attention for Wavelet-enhanced Learned Image Compression Heng Xu Bowen Hai Yushun Tang Zhihai He 23 0 0 21 Sep 2024
DS2TA: Denoising Spiking Transformer with Attenuated Spatiotemporal Attention Boxun Xu Hejia Geng Yuxuan Yin Peng Li AI4TS 31 0 0 20 Sep 2024
RingMo-Aerial: An Aerial Remote Sensing Foundation Model With A Affine Transformation Contrastive Learning Wenhui Diao Haichen Yu Kaiyue Kang Tong Ling Di Liu ... Hanbo Bi Libo Ren Xuexue Li Yongqiang Mao Xian Sun 37 1 0 20 Sep 2024
Exploiting Minority Pseudo-Labels for Semi-Supervised Semantic Segmentation in Autonomous Driving Yuting Hong Hui Xiao Huazheng Hao Xiaojie Qiu Baochen Yao Chengbin Peng 34 0 0 19 Sep 2024
BAFNet: Bilateral Attention Fusion Network for Lightweight Semantic Segmentation of Urban Remote Sensing Images Wentao Wang Xili Wang SSeg 48 3 0 16 Sep 2024
SHIRE: Enhancing Sample Efficiency using Human Intuition in REinforcement Learning Amogh Joshi Adarsh Kosta Kaushik Roy OffRL 42 2 0 16 Sep 2024
GLCONet: Learning Multi-source Perception Representation for Camouflaged Object Detection Yanguang Sun Hanyu Xuan Jian Yang Lei Luo ObjD 45 2 0 15 Sep 2024
Multi-Scale Grouped Prototypes for Interpretable Semantic Segmentation Hugo Porta Emanuele Dalsasso Diego Marcos D. Tuia 95 0 0 14 Sep 2024
AMBER -- Advanced SegFormer for Multi-Band Image Segmentation: an application to Hyperspectral Imaging Andrea Dosi Massimo Brescia S. Cavuoti Mariarca DÁniello M. D. Veneri ... Adriano Ettari Giuseppe Longo Alvi Rownok Luca Sannino Maria Zampella 28 1 0 14 Sep 2024
ClearDepth: Enhanced Stereo Perception of Transparent Objects for Robotic Manipulation Kaixin Bai Huajian Zeng Lei Zhang Yiwen Liu Hongli Xu Zhaopeng Chen Jianwei Zhang 35 1 0 13 Sep 2024
Hybrid-TTA: Continual Test-time Adaptation via Dynamic Domain Shift Detection Hyewon Park Hyejin Park Jueun Ko Dongbo Min TTA 33 0 0 13 Sep 2024
VLTP: Vision-Language Guided Token Pruning for Task-Oriented Segmentation Hanning Chen Yang Ni Wenjun Huang Yezi Liu SungHeon Jeong Fei Wen Nathaniel Bastian Hugo Latapie Mohsen Imani VLM 32 4 0 13 Sep 2024
Do Vision Foundation Models Enhance Domain Generalization in Medical Image Segmentation? Kerem Cekmeceli Meva Himmetoglu G. I. Tombak A. Susmelj Ertunc Erdil E. Konukoglu MedIm 38 2 0 12 Sep 2024
GeoCalib: Learning Single-image Calibration with Geometric Optimization Alexander Veicht Paul-Edouard Sarlin Philipp Lindenberger Marc Pollefeys 32 7 0 10 Sep 2024
EDADepth: Enhanced Data Augmentation for Monocular Depth Estimation Nischal Khanal Shivanand Venkanna Sheshappanavar MDE 42 0 0 10 Sep 2024
SGC-VQGAN: Towards Complex Scene Representation via Semantic Guided Clustering Codebook C. Ding Chiyu Wang Boshi Liu Xi Guo Weixuan Tang Wei Yu Wu 40 0 0 09 Sep 2024
ICPR 2024 Competition on Safe Segmentation of Drive Scenes in Unstructured Traffic and Adverse Weather Conditions Furqan Ahmed Shaik Sandeep Nagar Aiswarya Maturi Harshit Kumar Sankhla Dibyendu Ghosh Anshuman Majumdar Srikanth Vidapanakal Kunal Chaudhary Sunny Manchanda Girish Varma 39 0 0 09 Sep 2024
UNIT: Unifying Image and Text Recognition in One Vision Encoder Yi Zhu Yanpeng Zhou Chunwei Wang Yang Cao Jianhua Han Lu Hou Hang Xu ViT VLM 34 4 0 06 Sep 2024
LMLT: Low-to-high Multi-Level Vision Transformer for Image Super-Resolution Jeongsoo Kim Jongho Nang Junsuk Choe ViT 24 4 0 05 Sep 2024
UV-Mamba: A DCN-Enhanced State Space Model for Urban Village Boundary Identification in High-Resolution Remote Sensing Images Lulin Li Ben Chen Xuechao Zou Junliang Xing Pin Tao Mamba 50 1 0 05 Sep 2024
Visual Prompting in Multimodal Large Language Models: A Survey Junda Wu Zhehao Zhang Yu Xia Xintong Li Zhaoyang Xia ... Subrata Mitra Dimitris N. Metaxas Lina Yao Jingbo Shang Julian McAuley VLM LRM 56 12 0 05 Sep 2024
iSeg: An Iterative Refinement-based Framework for Training-free Segmentation Lin Sun Jiale Cao J. Xie F. Khan Yanwei Pang DiffM 43 1 0 05 Sep 2024
Hybrid-Segmentor: A Hybrid Approach to Automated Fine-Grained Crack Segmentation in Civil Infrastructure June Moh Goo Xenios Milidonis Alessandro Artusi Jan Boehm Carlo Ciliberto 29 4 0 04 Sep 2024
iConFormer: Dynamic Parameter-Efficient Tuning with Input-Conditioned Adaptation Hayeon Jo Hyesong Choi Minhee Cho Dongbo Min 41 1 0 04 Sep 2024
Collaborative Learning for Enhanced Unsupervised Domain Adaptation Minhee Cho Hyesong Choi Hayeon Jo Dongbo Min 27 1 0 04 Sep 2024
LSSF-Net: Lightweight Segmentation with Self-Awareness, Spatial Attention, and Focal Modulation Hamza Farooq Zuhair Zafar Ahsan Saadat Tariq M Khan Shahzaib Iqbal Imran Razzak 53 3 0 03 Sep 2024
From Pixels to Objects: A Hierarchical Approach for Part and Object Segmentation Using Local and Global Aggregation Yunfei Xie Cihang Xie Alan Yuille Jieru Mei OCL 49 0 0 02 Sep 2024
SOOD-ImageNet: a Large-Scale Dataset for Semantic Out-Of-Distribution Image Classification and Semantic Segmentation Alberto Bacchin Davide Allegro Stefano Ghidoni Emanuele Menegatti 56 1 0 02 Sep 2024