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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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CoDA: Instructive Chain-of-Domain Adaptation with Severity-Aware Visual Prompt Tuning Ziyang Gong Fuhao Li Yupeng Deng Deblina Bhattacharjee Xianzheng Ma Xiangwei Zhu Zhenming Ji 135 9 0 26 Mar 2024
HPL-ESS: Hybrid Pseudo-Labeling for Unsupervised Event-based Semantic Segmentation Linglin Jing Yiming Ding Yunpeng Gao Zhigang Wang Xu Yan Dong Wang Gerald Schaefer Hui Fang Bin Zhao Xuelong Li 70 4 0 25 Mar 2024
SYNAPSE: SYmbolic Neural-Aided Preference Synthesis Engine Sadanand Modak Noah T Patton Işıl Dillig Joydeep Biswas 66 0 0 25 Mar 2024
SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation Aysim Toker Marvin Eisenberger Daniel Cremers Laura Leal-Taixé DiffM 101 26 0 25 Mar 2024
GoodSAM: Bridging Domain and Capacity Gaps via Segment Anything Model for Distortion-aware Panoramic Semantic Segmentation Weiming Zhang Yexin Liu Xueye Zheng Lin Wang 90 13 0 25 Mar 2024
HemoSet: The First Blood Segmentation Dataset for Automation of Hemostasis Management Albert J. Miao Shan Lin Jingpei Lu Florian Richter Benjamin T Ostrander E. Funk Ryan K. Orosco Michael C. Yip 72 4 0 24 Mar 2024
Dual-modal Prior Semantic Guided Infrared and Visible Image Fusion for Intelligent Transportation System Jing Li Lu Bai Bi-Hong Yang Chang Li Lingfei Ma Lixin Cui Edwin R. Hancock 104 1 0 24 Mar 2024
Entity-NeRF: Detecting and Removing Moving Entities in Urban Scenes Takashi Otonari Satoshi Ikehata Kiyoharu Aizawa 83 4 0 24 Mar 2024
Improve Cross-domain Mixed Sampling with Guidance Training for Adaptive Segmentation Wenlve Zhou Zhiheng Zhou Tianlei Wang Delu Zeng 82 0 0 22 Mar 2024
WeatherProof: Leveraging Language Guidance for Semantic Segmentation in Adverse Weather Blake Gella Howard Zhang Rishi Upadhyay Tiffany Chang Nathan Wei Matthew Waliman Yunhao Bao C. Melo Alex Wong A. Kadambi 67 0 0 21 Mar 2024
Analysing Diffusion Segmentation for Medical Images Mathias Öttl Siyuan Mei Frauke Wilm Jana Steenpass M. Rübner ... Matthias W. Beckmann Peter Fasching Andreas Maier R. Erber Katharina Breininger MedIm 54 1 0 21 Mar 2024
Style-Extracting Diffusion Models for Semi-Supervised Histopathology Segmentation Mathias Öttl Frauke Wilm Jana Steenpass Jingna Qiu M. Rübner ... Peter Fasching Andreas Maier R. Erber Bernhard Kainz Katharina Breininger DiffM MedIm 73 4 0 21 Mar 2024
MTP: Advancing Remote Sensing Foundation Model via Multi-Task Pretraining Di Wang Jing Zhang Minqiang Xu Lin Liu Dongsheng Wang ... Chengxi Han Haonan Guo Bo Du Dacheng Tao Lefei Zhang 83 52 0 20 Mar 2024
IIDM: Image-to-Image Diffusion Model for Semantic Image Synthesis Feng Liu Xiaobin Chang VLM DiffM 38 2 0 20 Mar 2024
vid-TLDR: Training Free Token merging for Light-weight Video Transformer Joonmyung Choi Sanghyeok Lee Jaewon Chu Minhyuk Choi Hyunwoo J. Kim MoMe ViT 109 16 0 20 Mar 2024
PCT: Perspective Cue Training Framework for Multi-Camera BEV Segmentation Haruya Ishikawa Takumi Iida Yoshinori Konishi Yoshimitsu Aoki 73 2 0 19 Mar 2024
FaceXFormer: A Unified Transformer for Facial Analysis Kartik Narayan VS Vibashan Rama Chellappa Vishal M. Patel ViT 138 13 0 19 Mar 2024
Deep Bayesian Future Fusion for Self-Supervised, High-Resolution, Off-Road Mapping Shubhra Aich Wenshan Wang Parv Maheshwari Matthew Sivaprakasam S. Triest Cherie Ho Jason M. Gregory John G. Rogers Sebastian A. Scherer 62 3 0 18 Mar 2024
Dynamic Tuning Towards Parameter and Inference Efficiency for ViT Adaptation Wangbo Zhao Jiasheng Tang Yizeng Han Yibing Song Kai Wang Gao Huang F. Wang Yang You 125 12 0 18 Mar 2024
LSKNet: A Foundation Lightweight Backbone for Remote Sensing Yuxuan Li Xiang Li Yimain Dai Qibin Hou Li Liu Yongxiang Liu Ming-Ming Cheng Jian Yang 122 42 0 18 Mar 2024
OurDB: Ouroboric Domain Bridging for Multi-Target Domain Adaptive Semantic Segmentation Seungbeom Woo Geonwoo Baek Taehoon Kim Jaemin Na Joong-won Hwang Wonjun Hwang 85 0 0 18 Mar 2024
Uncertainty-Calibrated Test-Time Model Adaptation without Forgetting Mingkui Tan Guohao Chen Jiaxiang Wu Yifan Zhang Yaofo Chen Peilin Zhao Shuaicheng Niu TTA OOD 69 5 0 18 Mar 2024
CPA-Enhancer: Chain-of-Thought Prompted Adaptive Enhancer for Object Detection under Unknown Degradations Yuwei Zhang Yan Wu Yanming Liu Xinyue Peng 106 8 0 17 Mar 2024
EfficientMorph: Parameter-Efficient Transformer-Based Architecture for 3D Image Registration Abu Zahid Bin Aziz Mokshagna Sai Teja Karanam Tushar Kataria Shireen Y. Elhabian ViT MedIm 69 2 0 16 Mar 2024
LightIt: Illumination Modeling and Control for Diffusion Models Peter Kocsis Julien Philip Kalyan Sunkavalli Matthias Nießner Yannick Hold-Geoffroy 74 24 0 15 Mar 2024
FeatUp: A Model-Agnostic Framework for Features at Any Resolution Stephanie Fu Mark Hamilton Laura E. Brandt Axel Feldmann Zhoutong Zhang William T. Freeman MDE 86 51 0 15 Mar 2024
When Training-Free NAS Meets Vision Transformer: A Neural Tangent Kernel Perspective Qiqi Zhou Yichen Zhu ViT 49 1 0 15 Mar 2024
Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers Sanghyeok Lee Joonmyung Choi Hyunwoo J. Kim ViT 80 10 0 15 Mar 2024
Real-Time Image Segmentation via Hybrid Convolutional-Transformer Architecture Search Hongyuan Yu Cheng Wan Mengchen Liu Dongdong Chen Bin Xiao Xiyang Dai Yan Huang Yuan Lu Liang Wang 111 6 0 15 Mar 2024
PreSight: Enhancing Autonomous Vehicle Perception with City-Scale NeRF Priors Tianyuan Yuan Yucheng Mao Jiawei Yang Yicheng Liu Yue Wang Hang Zhao 95 11 0 14 Mar 2024
CART: Caltech Aerial RGB-Thermal Dataset in the Wild Connor T. Lee Matthew O. Anderson Nikhil Raganathan Xingxing Zuo Kevin Do Georgia Gkioxari Soon-Jo Chung 80 8 0 13 Mar 2024
Segmentation of Knee Bones for Osteoarthritis Assessment: A Comparative Analysis of Supervised, Few-Shot, and Zero-Shot Learning Approaches Yun Xin Teoh Alice Othmani S. Goh Juliana Usman K. Lai 48 1 0 13 Mar 2024
LIX: Implicitly Infusing Spatial Geometric Prior Knowledge into Visual Semantic Segmentation for Autonomous Driving Sicen Guo Zhiyuan Wu Qijun Chen Ioannis Pitas Rui Fan Rui Fan 110 1 0 13 Mar 2024
RSBuilding: Towards General Remote Sensing Image Building Extraction and Change Detection with Foundation Model Mingze Wang Lili Su Cilin Yan Sheng Xu Pengcheng Yuan Xiaolong Jiang Baochang Zhang 70 12 0 12 Mar 2024
Unleashing Network Potentials for Semantic Scene Completion Fengyun Wang Qianru Sun Dong Zhang Jinhui Tang 113 4 0 12 Mar 2024
Open-World Semantic Segmentation Including Class Similarity Matteo Sodano Federico Magistri Lucas Nunes Jens Behley C. Stachniss VLM 68 8 0 12 Mar 2024
2023 Low-Power Computer Vision Challenge (LPCVC) Summary Leo Chen Benjamin Boardley Ping Hu Yiru Wang Yifan Pu ... Arseny Yanchenko S. Alyamkin Xiaowei Hu George K. Thiruvathukal Yu Lu 73 2 0 11 Mar 2024
Style Blind Domain Generalized Semantic Segmentation via Covariance Alignment and Semantic Consistence Contrastive Learning Woojin Ahn G. Yang H. Choi M. Lim 56 8 0 10 Mar 2024
DO3D: Self-supervised Learning of Decomposed Object-aware 3D Motion and Depth from Monocular Videos Xiuzhe Wu Xiaoyang Lyu Qihao Huang Yong-Jin Liu Yang Wu Ying Shan Xiaojuan Qi MDE 117 0 0 09 Mar 2024
Segmentation Guided Sparse Transformer for Under-Display Camera Image Restoration Jingyun Xue Tao Wang Jun Wang Kaihao Zhang ViT 88 2 0 09 Mar 2024
Probabilistic Image-Driven Traffic Modeling via Remote Sensing Scott Workman Armin Hadzic 57 0 0 08 Mar 2024
ActFormer: Scalable Collaborative Perception via Active Queries Suozhi Huang Juexiao Zhang Yiming Li Chen Feng 75 4 0 08 Mar 2024
PixArt-Σ: Weak-to-Strong Training of Diffusion Transformer for 4K Text-to-Image Generation Junsong Chen Chongjian Ge Enze Xie Yue Wu Lewei Yao Xiaozhe Ren Zhongdao Wang Ping Luo Huchuan Lu Zhenguo Li 226 123 0 07 Mar 2024
Redefining cystoscopy with ai: bladder cancer diagnosis using an efficient hybrid cnn-transformer model Meryem Amaouche Ouassim Karrakchou Mounir Ghogho A. Ghazzaly Mohamed Alami Ahmed Ameur MedIm 73 1 0 06 Mar 2024
Continual Segmentation with Disentangled Objectness Learning and Class Recognition Yizheng Gong Siyue Yu Xiaoyang Wang Jimin Xiao CLL 84 6 0 06 Mar 2024
Deep Common Feature Mining for Efficient Video Semantic Segmentation Yaoyan Zheng Hongyu Yang Di Huang 77 0 0 05 Mar 2024
DDF: A Novel Dual-Domain Image Fusion Strategy for Remote Sensing Image Semantic Segmentation with Unsupervised Domain Adaptation Lingyan Ran Lushuang Wang Tao Zhuo Yinghui Xing 95 7 0 05 Mar 2024
MiM-ISTD: Mamba-in-Mamba for Efficient Infrared Small Target Detection Tianxiang Chen Zi Ye Zhentao Tan Tao Gong Yue-bo Wu Qi Chu Bin Liu Nenghai Yu Jieping Ye Mamba 109 58 0 04 Mar 2024
AllSpark: Reborn Labeled Features from Unlabeled in Transformer for Semi-Supervised Semantic Segmentation Haonan Wang Qixiang Zhang Yi Li Xiaomeng Li 128 20 0 04 Mar 2024
Benchmarking Segmentation Models with Mask-Preserved Attribute Editing Zijin Yin Kongming Liang Bing Li Zhanyu Ma Jun Guo VLM 132 2 0 02 Mar 2024