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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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From Bird's-Eye to Street View: Crafting Diverse and Condition-Aligned Images with Latent Diffusion Model Xiaojie Xu Tianshuo Xu Fulong Ma Yingcong Chen 102 0 0 02 Sep 2024
Merging Multiple Datasets for Improved Appearance-Based Gaze Estimation Liang Wu Bertram E. Shi 69 1 0 02 Sep 2024
Make Your ViT-based Multi-view 3D Detectors Faster via Token Compression Dingyuan Zhang Dingkang Liang Zichang Tan Xiaoqing Ye Cheng Zhang Jingdong Wang Xiang Bai ViT 109 2 0 01 Sep 2024
Change-Aware Siamese Network for Surface Defects Segmentation under Complex Background Biyuan Liu Huaixin Chen Huiyao Zhan Sijie Luo Zhou Huang 78 1 0 01 Sep 2024
FLUX that Plays Music Zhengcong Fei Mingyuan Fan Changqian Yu Junshi Huang 138 9 0 01 Sep 2024
Generative AI Enables Medical Image Segmentation in Ultra Low-Data Regimes Li Zhang Basu Jindal Ahmed Alaa Robert Weinreb David Wilson Eran Segal James Zou Pengtao Xie MedIm 58 1 0 30 Aug 2024
Language-guided Scale-aware MedSegmentor for Lesion Segmentation in Medical Imaging Shuyi Ouyang Jinyang Zhang Xiangye Lin Xilai Wang Qingqing Chen Yen-Wei Chen Lanfen Lin VLM 59 0 0 30 Aug 2024
FastForensics: Efficient Two-Stream Design for Real-Time Image Manipulation Detection Yangxiang Zhang Yuezun Li Delong Zhu Jiaran Zhou Junyu Dong 65 0 0 29 Aug 2024
MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation Linyan Yang Lukas Hoyer Mark Weber Tobias Fischer Dengxin Dai Laura Leal-Taixé Marc Pollefeys Daniel Cremers Luc Van Gool MDE 103 4 0 29 Aug 2024
EvLight++: Low-Light Video Enhancement with an Event Camera: A Large-Scale Real-World Dataset, Novel Method, and More Kanghao Chen Guoqiang Liang Hangyu Li Yunfan Lu Lin Wang 3DV VGen 76 3 0 29 Aug 2024
OmniRe: Omni Urban Scene Reconstruction Ziyu Chen Jiawei Yang Jiahui Huang Riccardo de Lutio Janick Martinez Esturo ... Zan Gojcic Sanja Fidler Marco Pavone Li Song Yue Wang 142 42 0 29 Aug 2024
Single-Photon 3D Imaging with Equi-Depth Photon Histograms Kaustubh Sadekar David Maier Atul Ingle 68 1 0 28 Aug 2024
Panoptic Perception for Autonomous Driving: A Survey Yunge Li Lanyu Xu 127 3 0 27 Aug 2024
Applying ViT in Generalized Few-shot Semantic Segmentation Liyuan Geng Jinhong Xia Yuanhe Guo 55 1 0 27 Aug 2024
RAW-Adapter: Adapting Pre-trained Visual Model to Camera RAW Images Ziteng Cui Tatsuya Harada 84 8 0 27 Aug 2024
MROVSeg: Breaking the Resolution Curse of Vision-Language Models in Open-Vocabulary Semantic Segmentation Yuanbing Zhu Bingke Zhu Zhen Chen Huan Xu Ming Tang Jinqiao Wang VLM 70 0 0 27 Aug 2024
Physically Feasible Semantic Segmentation Shamik Basu Luc Van Gool Daniel Gehrig 214 1 0 26 Aug 2024
CNN-Transformer Rectified Collaborative Learning for Medical Image Segmentation Lanhu Wu Miao Zhang Yongri Piao Zhenyan Yao Weibing Sun Feng Tian Huchuan Lu ViT MedIm 67 1 0 25 Aug 2024
State-of-the-Art Fails in the Art of Damage Detection D. Ivanova Marco Aversa Paul Henderson John Williamson 96 0 0 23 Aug 2024
Frequency-aware Feature Fusion for Dense Image Prediction Linwei Chen Ying Fu Lin Gu Chenggang Yan Tatsuya Harada Gao Huang 3DV 116 33 0 23 Aug 2024
Accuracy Improvement of Cell Image Segmentation Using Feedback Former Hinako Mitsuoka Kazuhiro Hotta ViT MedIm 246 0 0 23 Aug 2024
Staircase Cascaded Fusion of Lightweight Local Pattern Recognition and Long-Range Dependencies for Structural Crack Segmentation Hui Liu Chen Jia Fan Shi Xu Cheng Mianzhao Wang Shengyong Chen 186 1 0 23 Aug 2024
Sapiens: Foundation for Human Vision Models Rawal Khirodkar Timur M. Bagautdinov Julieta Martinez Su Zhaoen Austin James Peter Selednik Stuart Anderson Shunsuke Saito VLM 145 82 0 22 Aug 2024
Automatic Organ and Pan-cancer Segmentation in Abdomen CT: the FLARE 2023 Challenge Jun Ma Yao Zhang Song Gu Cheng Ge Ershuai Wang Qin Zhou Ziyan Huang Pengju Lyu Jian He Bo Wang 89 15 0 22 Aug 2024
Scribbles for All: Benchmarking Scribble Supervised Segmentation Across Datasets Wolfgang Boettcher Lukas Hoyer Ozan Unal J. E. Lenssen Bernt Schiele 60 0 0 22 Aug 2024
Timeline and Boundary Guided Diffusion Network for Video Shadow Detection Haipeng Zhou Honqiu Wang Tian-Chun Ye Zhaohu Xing Jun Ma Ping Li Qiong Wang Lei Zhu DiffM 104 9 0 21 Aug 2024
CRACKS: Crowdsourcing Resources for Analysis and Categorization of Key Subsurface faults Mohit Prabhushankar Kiran Kokilepersaud Jorge Quesada Yavuz Yarici Chen Zhou Mohammad Alotaibi Ghassan AlRegib Ahmad Mustafa Yusufjon Kumakov 59 1 0 20 Aug 2024
Rethinking Video Segmentation with Masked Video Consistency: Did the Model Learn as Intended? Chen Liang Qiang Guo Xiaochao Qu Luoqi Liu Ting Liu VOS 69 0 0 20 Aug 2024
Learning Precise Affordances from Egocentric Videos for Robotic Manipulation Gen Li Nikolaos Tsagkas Jifei Song Ruaridh Mon-Williams S. Vijayakumar Kun Shao Laura Sevilla-Lara 84 9 0 19 Aug 2024
Detecting Adversarial Attacks in Semantic Segmentation via Uncertainty Estimation: A Deep Analysis Kira Maag Roman Resner Asja Fischer AAML 106 0 0 19 Aug 2024
Segment-Anything Models Achieve Zero-shot Robustness in Autonomous Driving Jun Yan Pengyu Wang Danni Wang Weiquan Huang Daniel Watzenig Huilin Yin AAML VLM 81 4 0 19 Aug 2024
SurgicaL-CD: Generating Surgical Images via Unpaired Image Translation with Latent Consistency Diffusion Models Danush Kumar Venkatesh Dominik Rivoir Micha Pfeiffer Stefanie Speidel MedIm 123 2 0 19 Aug 2024
GoodSAM++: Bridging Domain and Capacity Gaps via Segment Anything Model for Panoramic Semantic Segmentation Weiming Zhang Yexin Liu Xu Zheng Lin Wang VLM 147 6 0 17 Aug 2024
Depth-guided Texture Diffusion for Image Semantic Segmentation Wei Sun Yuan Li Qixiang Ye Jianbin Jiao Yanzhao Zhou DiffM MDE 74 0 0 17 Aug 2024
Task-Aware Dynamic Transformer for Efficient Arbitrary-Scale Image Super-Resolution Tianyi Xu Yiji Zhou Xiaotao Hu Kai Zhang Anran Zhang Xingye Qiu Jun Xu 71 0 0 16 Aug 2024
MetaSeg: MetaFormer-based Global Contexts-aware Network for Efficient Semantic Segmentation Beoungwoo Kang Seunghun Moon Yubin Cho Hyunwoo Yu Suk-Ju Kang ViT MedIm 65 11 0 14 Aug 2024
Cross-aware Early Fusion with Stage-divided Vision and Language Transformer Encoders for Referring Image Segmentation Yubin Cho Hyunwoo Yu Suk-Ju Kang 139 21 0 14 Aug 2024
OMR: Occlusion-Aware Memory-Based Refinement for Video Lane Detection Dongkwon Jin Chang-Su Kim 80 2 0 14 Aug 2024
FedQUIT: On-Device Federated Unlearning via a Quasi-Competent Virtual Teacher Alessio Mora Lorenzo Valerio Paolo Bellavista A. Passarella FedML MU 145 2 0 14 Aug 2024
ClickAttention: Click Region Similarity Guided Interactive Segmentation Long Xu Shanghong Li Yongquan Chen Junkang Chen Rui Huang Feng Wu 76 0 0 12 Aug 2024
A Simple Early Exiting Framework for Accelerated Sampling in Diffusion Models Taehong Moon Moonseok Choi Eunggu Yun Jongmin Yoon Gayoung Lee Jaewoong Cho Juho Lee 78 5 0 12 Aug 2024
MacFormer: Semantic Segmentation with Fine Object Boundaries Guoan Xu Wenfeng Huang Tao Wu Ligeng Chen Wenjing Jia Guangwei Gao Xiatian Zhu Stuart W. Perry 84 0 0 11 Aug 2024
Survey: Transformer-based Models in Data Modality Conversion Elyas Rashno Amir Eskandari Aman Anand F. Zulkernine MedIm 93 0 0 08 Aug 2024
SAM2-Adapter: Evaluating & Adapting Segment Anything 2 in Downstream Tasks: Camouflage, Shadow, Medical Image Segmentation, and More Tianrun Chen Ankang Lu Lanyun Zhu Chaotao Ding Chunan Yu Deyi Ji Ziyue Li Lingyun Sun Papa Mao Ying Zang VLM MedIm 109 24 0 08 Aug 2024
Clutter Classification Using Deep Learning in Multiple Stages Ryan Dempsey Jonathan Ethier 18 0 0 08 Aug 2024
Comb, Prune, Distill: Towards Unified Pruning for Vision Model Compression Jonas Schmitt Ruiping Liu Junwei Zheng Jiaming Zhang Rainer Stiefelhagen VLM 125 0 0 06 Aug 2024
Perception Matters: Enhancing Embodied AI with Uncertainty-Aware Semantic Segmentation Sai Prasanna Daniel Honerkamp Kshitij Sirohi Tim Welschehold Wolfram Burgard Abhinav Valada 132 1 0 05 Aug 2024
Cross-Domain Semantic Segmentation on Inconsistent Taxonomy using VLMs Jeongkee Lim Yusung Kim 116 3 0 05 Aug 2024
Improving Neural Surface Reconstruction with Feature Priors from Multi-View Image Xinlin Ren Chenjie Cao Yanwei Fu Xiangyang Xue 140 2 0 04 Aug 2024
AVESFormer: Efficient Transformer Design for Real-Time Audio-Visual Segmentation Zili Wang Qi Yang Linsu Shi Jiazhong Yu M. Tanveer Fei Li Shiming Xiang VOS 64 1 0 03 Aug 2024