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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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Title
CLiSA: A Hierarchical Hybrid Transformer Model using Orthogonal Cross Attention for Satellite Image Cloud Segmentation Subhajit Paul Ashutosh Gupta 58 2 0 29 Nov 2023
Continual Learning for Image Segmentation with Dynamic Query Weijia Wu Yuzhong Zhao Zhuang Li Lianlei Shan Hong Zhou Mike Zheng Shou VLM CLL 90 17 0 29 Nov 2023
LLaFS: When Large Language Models Meet Few-Shot Segmentation Lanyun Zhu Tianrun Chen Deyi Ji Jieping Ye Jun Liu VLM 122 41 0 28 Nov 2023
Parameter Efficient Fine-tuning via Cross Block Orchestration for Segment Anything Model Zelin Peng Zhengqin Xu Zhilin Zeng Lingxi Xie Qi Tian Wei Shen 56 11 0 28 Nov 2023
Diffusion-TTA: Test-time Adaptation of Discriminative Models via Generative Feedback Mihir Prabhudesai Tsung-Wei Ke Alexander C. Li Deepak Pathak Katerina Fragkiadaki TTA 84 15 0 27 Nov 2023
Syn3DWound: A Synthetic Dataset for 3D Wound Bed Analysis Léo Lebrat Rodrigo Santa Cruz Remi Chierchia Yulia Arzhaeva M. Armin ... Michelle Barakat-Johnson Georgina Luscombe Clinton Fookes Olivier Salvado David Ahmedt-Aristizabal 78 2 0 27 Nov 2023
SED: A Simple Encoder-Decoder for Open-Vocabulary Semantic Segmentation Bin Xie Jiale Cao Jin Xie Fahad Shahbaz Khan Yanwei Pang VLM 123 48 0 27 Nov 2023
FALCON: Fairness Learning via Contrastive Attention Approach to Continual Semantic Scene Understanding Thanh-Dat Truong Utsav Prabhu Bhiksha Raj Jackson Cothren Khoa Luu CLL 161 3 0 27 Nov 2023
ChAda-ViT : Channel Adaptive Attention for Joint Representation Learning of Heterogeneous Microscopy Images Nicolas Bourriez Ihab Bendidi Ethan O. Cohen Gabriel Watkinson Maxime Sanchez Guillaume Bollot Auguste Genovesio MedIm 54 12 0 26 Nov 2023
Advancing Vision Transformers with Group-Mix Attention Chongjian Ge Xiaohan Ding Zhan Tong Li Yuan Jiangliu Wang Yibing Song Ping Luo 171 18 0 26 Nov 2023
GeoViT: A Versatile Vision Transformer Architecture for Geospatial Image Analysis Madhav Khirwar Ankur Narang 57 1 0 24 Nov 2023
The 2nd Workshop on Maritime Computer Vision (MaCVi) 2024 Benjamin Kiefer Lojze Žust Matej Kristan J. Pers Matija Tersek ... Magdalena Šumunec Nadir Kapetanović A. Michel Wolfgang Gross Martin Weinmann 57 4 0 23 Nov 2023
Visual In-Context Prompting Feng Li Qing Jiang Hao Zhang Tianhe Ren Shilong Liu ... Hongyang Li Chun-yue Li Jianwei Yang Lei Zhang Jianfeng Gao VLM LRM MLLM 89 36 0 22 Nov 2023
WildFusion: Learning 3D-Aware Latent Diffusion Models in View Space Katja Schwarz Seung Wook Kim Jun Gao Sanja Fidler Andreas Geiger Karsten Kreis 97 6 0 22 Nov 2023
Input Compression with Positional Consistency for Efficient Training and Inference of Transformer Neural Networks Amrit Nagarajan Anand Raghunathan VLM ViT 42 0 0 22 Nov 2023
CMFDFormer: Transformer-based Copy-Move Forgery Detection with Continual Learning Yaqi Liu Chao Xia Song Xiao Qingxiao Guan Wenqian Dong Yifan Zhang Neng H. Yu 55 3 0 22 Nov 2023
Transferring to Real-World Layouts: A Depth-aware Framework for Scene Adaptation Mu Chen Zhedong Zheng Yi Yang 3DV 146 7 0 21 Nov 2023
Mobile-Seed: Joint Semantic Segmentation and Boundary Detection for Mobile Robots Youqi Liao Shuhao Kang Jianping Li Yang Liu Yun Liu Zhen Dong Bisheng Yang Xieyuanli Chen 86 10 0 21 Nov 2023
HoVer-UNet: Accelerating HoVerNet with UNet-based multi-class nuclei segmentation via knowledge distillation C. Tommasino Cristiano Russo A. M. Rinaldi Francesco Ciompi 42 7 0 21 Nov 2023
Enhancing Transformer-Based Segmentation for Breast Cancer Diagnosis using Auto-Augmentation and Search Optimisation Techniques Leon Hamnett M. Adewunmi M. Abayomi Kayode Raheem Fahad Ahmed ViT 29 1 0 18 Nov 2023
Structure-Aware Sparse-View X-ray 3D Reconstruction Yuanhao Cai Jiahao Wang Alan Yuille Zongwei Zhou Angtian Wang 102 37 0 18 Nov 2023
Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image Segmentation Tao Wang Yuanbin Chen Xinlin Zhang Yuanbo Zhou Junlin Lan Bizhe Bai Tao Tan Min Du Qinquan Gao Tong Tong 52 0 0 17 Nov 2023
On the Overconfidence Problem in Semantic 3D Mapping J. M. C. Marques Albert Zhai Shenlong Wang Kris K. Hauser 3DPC 77 5 0 16 Nov 2023
DISTA: Denoising Spiking Transformer with intrinsic plasticity and spatiotemporal attention Boxun Xu Hejia Geng Yuxuan Yin Peng Li 82 2 0 15 Nov 2023
Self-Annotated 3D Geometric Learning for Smeared Points Removal Miaowei Wang Daniel Morris 3DPC 63 3 0 15 Nov 2023
Progressive Feedback-Enhanced Transformer for Image Forgery Localization Haochen Zhu Gang Cao Xianglin Huang ViT 116 7 0 15 Nov 2023
Defining the boundaries: challenges and advances in identifying cells in microscopy images Nodar Gogoberidze Beth A. Cimini 69 5 0 14 Nov 2023
Test-Time Training for Semantic Segmentation with Output Contrastive Loss Yunlong Zhang Yuxuan Sun Sunyi Zheng Zhongyi Shui Chenglu Zhu Lin Yang VLM 83 3 0 14 Nov 2023
CrashCar101: Procedural Generation for Damage Assessment Jens Parslov Erik Riise Dim P. Papadopoulos 77 1 0 11 Nov 2023
PolyMaX: General Dense Prediction with Mask Transformer Xuan S. Yang Liangzhe Yuan Kimberly Wilber Astuti Sharma Xiuye Gu ... Stephanie Debats Huisheng Wang Hartwig Adam Mikhail Sirotenko Liang-Chieh Chen 105 15 0 09 Nov 2023
Fast Sun-aligned Outdoor Scene Relighting based on TensoRF Yeonjin Chang Yearim Kim Seunghyeon Seo Jung Yi Nojun Kwak 3DGS 59 5 0 07 Nov 2023
Cal-DETR: Calibrated Detection Transformer Muhammad Akhtar Munir Salman Khan Muhammad Haris Khan Mohsen Ali Fahad Shahbaz Khan 90 9 0 06 Nov 2023
Rethinking Evaluation Metrics of Open-Vocabulary Segmentaion Hao Zhou Tiancheng Shen Xu Yang Hai Huang Xiangtai Li Lu Qi Ming-Hsuan Yang 137 12 0 06 Nov 2023
Automated Camera Calibration via Homography Estimation with GNNs Giacomo DÁmicantonio Egor Bondarev Peter H. N. de With 89 7 0 05 Nov 2023
TokenMotion: Motion-Guided Vision Transformer for Video Camouflaged Object Detection Via Learnable Token Selection Zifan Yu E. Tavakoli Meida Chen Suya You Raghuveer Rao Sanjeev Agarwal Fengbo Ren 80 2 0 05 Nov 2023
Depth-guided Free-space Segmentation for a Mobile Robot Christos Sevastopoulos Joey Hussain S. Konstantopoulos V. Karkaletsis F. Makedon MDE 54 0 0 03 Nov 2023
MineSegSAT: An automated system to evaluate mining disturbed area extents from Sentinel-2 imagery Ezra MacDonald Derek Jacoby Yvonne Coady 21 0 0 03 Nov 2023
Scattering Vision Transformer: Spectral Mixing Matters Badri N. Patro Vijay Srinivas Agneeswaran 112 15 0 02 Nov 2023
AiluRus: A Scalable ViT Framework for Dense Prediction Jin Li Yaoming Wang Xiaopeng Zhang Bowen Shi Dongsheng Jiang Chenglin Li Wenrui Dai Hongkai Xiong Qi Tian 130 5 0 02 Nov 2023
Terrain-Informed Self-Supervised Learning: Enhancing Building Footprint Extraction from LiDAR Data with Limited Annotations Anuja Vats David Völgyes Martijn Vermeer Marius Pedersen Kiran Raja D. Fantin Jacob Alexander Hay SSL 57 3 0 02 Nov 2023
Patch-Based Deep Unsupervised Image Segmentation using Graph Cuts Isaac Wasserman Jeova Farias Sales Rocha Neto GNN 95 0 0 01 Nov 2023
PAUMER: Patch Pausing Transformer for Semantic Segmentation Evann Courdier Prabhu Teja Sivaprasad François Fleuret 87 2 0 01 Nov 2023
Limited Data, Unlimited Potential: A Study on ViTs Augmented by Masked Autoencoders Srijan Das Tanmay Jain Dominick Reilly P. Balaji Soumyajit Karmakar Shyam Marjit Xiang Li Abhijit Das Michael S. Ryoo 108 16 0 31 Oct 2023
MIST: Medical Image Segmentation Transformer with Convolutional Attention Mixing (CAM) Decoder Md Motiur Rahman Shiva Shokouhmand Smriti Bhatt M. Faezipour MedIm 100 16 0 30 Oct 2023
AViTMP: A Tracking-Specific Transformer for Single-Branch Visual Tracking Chuanming Tang Kai Wang Joost van de Weijer Jianlin Zhang Yongmei Huang 116 0 0 30 Oct 2023
Fast Trainable Projection for Robust Fine-Tuning Junjiao Tian Yen-Cheng Liu James Seale Smith Z. Kira OOD 93 14 0 29 Oct 2023
Mask Propagation for Efficient Video Semantic Segmentation Yuetian Weng Mingfei Han Haoyu He Mingjie Li Lina Yao Xiaojun Chang Bohan Zhuang 62 12 0 29 Oct 2023
Multi-task deep learning for large-scale building detail extraction from high-resolution satellite imagery Zhen Qian Min Chen Zhuo Sun Fan Zhang Qingsong Xu Jinzhao Guo Zhiwei Xie Zhixin Zhang 60 2 0 29 Oct 2023
Switching Temporary Teachers for Semi-Supervised Semantic Segmentation Jaemin Na Jung-Woo Ha HyungJin Chang Dongyoon Han Wonjun Hwang 93 33 0 28 Oct 2023
Global Structure-Aware Diffusion Process for Low-Light Image Enhancement Jinhui Hou Zhiyu Zhu Junhui Hou Hui Liu Huanqiang Zeng Hui Yuan 146 89 0 26 Oct 2023