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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
Defect Spectrum: A Granular Look of Large-Scale Defect Datasets with Rich Semantics Shuai Yang Zhifei Chen Pengguang Chen Xi Fang Yixun Liang Shu Liu Ying-Cong Chen 118 13 0 26 Oct 2023
Bridging The Gaps Between Token Pruning and Full Pre-training via Masked Fine-tuning Fengyuan Shi Limin Wang ViT 54 0 0 26 Oct 2023
A Deep Learning Approach to Teeth Segmentation and Orientation from Panoramic X-rays M. K. Dhar Mou Deb D. Madhab Zeyun Yu 60 1 0 26 Oct 2023
Unsupervised Domain Adaptation for Semantic Segmentation with Pseudo Label Self-Refinement Xingchen Zhao Niluthpol Chowdhury Mithun Abhinav Rajvanshi Han-Pang Chiu S. Samarasekera 56 10 0 25 Oct 2023
G-CASCADE: Efficient Cascaded Graph Convolutional Decoding for 2D Medical Image Segmentation Md Mostafijur Rahman R. Marculescu MedIm 69 39 0 24 Oct 2023
CPSeg: Finer-grained Image Semantic Segmentation via Chain-of-Thought Language Prompting Lei Li 115 24 0 24 Oct 2023
FreeMask: Synthetic Images with Dense Annotations Make Stronger Segmentation Models Lihe Yang Xiaogang Xu Bingyi Kang Yinghuan Shi Hengshuang Zhao 90 46 0 23 Oct 2023
P2AT: Pyramid Pooling Axial Transformer for Real-time Semantic Segmentation Mohammed A. M. Elhassan Changjun Zhou Amina Benabid Abuzar B. M. Adam ViT 75 13 0 23 Oct 2023
Toward Flare-Free Images: A Survey Yousef Kotp Marwan Torki 77 3 0 22 Oct 2023
A Survey on Continual Semantic Segmentation: Theory, Challenge, Method and Application Bo Yuan Danpei Zhao 3DV CLL 105 12 0 22 Oct 2023
Inter-Scale Dependency Modeling for Skin Lesion Segmentation with Transformer-based Networks Sania Eskandari Janet Lumpp ViT MedIm 40 3 0 20 Oct 2023
Skin Lesion Segmentation Improved by Transformer-based Networks with Inter-scale Dependency Modeling Sania Eskandari Janet Lumpp Luis Gonzalo Sánchez Giraldo ViT MedIm 54 8 0 20 Oct 2023
Minimalist and High-Performance Semantic Segmentation with Plain Vision Transformers Yuanduo Hong Jue Wang Weichao Sun Huihui Pan VLM ViT 88 7 0 19 Oct 2023
Cross-attention Spatio-temporal Context Transformer for Semantic Segmentation of Historical Maps Sidi Wu Yizi Chen Konrad Schindler L. Hurni 72 4 0 19 Oct 2023
SegmATRon: Embodied Adaptive Semantic Segmentation for Indoor Environment T. Zemskova Margarita Kichik Dmitry A. Yudin A. Staroverov Aleksandr I. Panov 72 1 0 18 Oct 2023
Medical Image Segmentation via Sparse Coding Decoder Long Zeng Kaigui Wu MedIm 63 3 0 17 Oct 2023
IDRNet: Intervention-Driven Relation Network for Semantic Segmentation Zhenchao Jin Xiaowei Hu Lingting Zhu Luchuan Song Li Yuan Lequan Yu 98 21 0 16 Oct 2023
Real-time Photorealistic Dynamic Scene Representation and Rendering with 4D Gaussian Splatting Zeyu Yang Hongye Yang Zijie Pan Li Zhang 3DGS 130 270 0 16 Oct 2023
SeUNet-Trans: A Simple yet Effective UNet-Transformer Model for Medical Image Segmentation Tan-Hanh Pham Xianqi Li Kim-Doang Nguyen MedIm ViT 71 13 0 16 Oct 2023
GPT-Prompt Controlled Diffusion for Weakly-Supervised Semantic Segmentation Wangyu Wu Tianhong Dai Xiaowei Huang Fei Ma Jimin Xiao DiffM 94 1 0 15 Oct 2023
Animating Street View Mengyi Shan Brian L. Curless Ira Kemelmacher-Shlizerman Steven M. Seitz 70 2 0 12 Oct 2023
Accelerating Vision Transformers Based on Heterogeneous Attention Patterns Deli Yu Teng Xi Jianwei Li Baopu Li Gang Zhang Haocheng Feng Junyu Han Jingtuo Liu Errui Ding Jingdong Wang ViT 77 1 0 11 Oct 2023
Distilling Efficient Vision Transformers from CNNs for Semantic Segmentation Xueye Zheng Yunhao Luo Pengyuan Zhou Lin Wang 79 15 0 11 Oct 2023
Robust Unsupervised Domain Adaptation by Retaining Confident Entropy via Edge Concatenation Hye-Seong Hong Abhishek Kumar Dong-Gyu Lee AAML 80 5 0 11 Oct 2023
Perceptual MAE for Image Manipulation Localization: A High-level Vision Learner Focusing on Low-level Features Xiaochen Ma Jizhe Zhou Xiong Xu Zhuohang Jiang Chi-Man Pun 62 0 0 10 Oct 2023
CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation Zekang Zhang Guangyu Gao Jianbo Jiao C. Liu Yunchao Wei 74 22 0 10 Oct 2023
Cross-modal Cognitive Consensus guided Audio-Visual Segmentation Zhaofeng Shi Qingbo Wu Fanman Meng Linfeng Xu Hongliang Li VOS 102 3 0 10 Oct 2023
Low-Resolution Self-Attention for Semantic Segmentation Yu-Huan Wu Shi-Chen Zhang Yun-Hai Liu Le Zhang Xin Zhan Daquan Zhou Jiashi Feng Ming-Ming Cheng Liangli Zhen ViT 222 3 0 08 Oct 2023
Memory-Constrained Semantic Segmentation for Ultra-High Resolution UAV Imagery Qi Li Jiaxin Cai Yuanlong Yu Jason Gu Jia Pan Wenxi Liu 62 4 0 07 Oct 2023
Generalized Robust Test-Time Adaptation in Continuous Dynamic Scenarios Shuangliang Li Longhui Yuan Binhui Xie Tao Yang TTA 77 2 0 07 Oct 2023
DiffPrompter: Differentiable Implicit Visual Prompts for Semantic-Segmentation in Adverse Conditions Sanket Kalwar Mihir Ungarala Shruti Jain Aaron Monis Krishna Reddy Konda Sourav Garg K. M. Krishna VLM 68 0 0 06 Oct 2023
Robust Multimodal Learning with Missing Modalities via Parameter-Efficient Adaptation Md Kaykobad Reza Ashley Prater-Bennette M. Salman Asif 72 8 0 06 Oct 2023
ObjFormer: Learning Land-Cover Changes From Paired OSM Data and Optical High-Resolution Imagery via Object-Guided Transformer Hongruixuan Chen Cuiling Lan Jian Song Clifford Broni-Bediako Junshi Xia Naoto Yokoya 125 18 0 04 Oct 2023
CoralVOS: Dataset and Benchmark for Coral Video Segmentation Ziqiang Zheng Yaofeng Xie Haixin Liang Zhibin Yu Sai-Kit Yeung VOS 88 7 0 03 Oct 2023
Constructing Image-Text Pair Dataset from Books Yamato Okamoto Haruto Toyonaga Yoshihisa Ijiri Hirokatsu Kataoka 79 3 0 03 Oct 2023
CLIP Is Also a Good Teacher: A New Learning Framework for Inductive Zero-shot Semantic Segmentation Jialei Chen Daisuke Deguchi Chenkai Zhang Xu Zheng Hiroshi Murase VLM 124 9 0 03 Oct 2023
Selective Feature Adapter for Dense Vision Transformers XueQing Deng Qi Fan Xiaojie Jin Linjie Yang Peng Wang 61 0 0 03 Oct 2023
Segment Any Building Lei Li 84 10 0 02 Oct 2023
Visual Temporal Fusion Based Free Space Segmentation for Autonomous Surface Vessels Xueyao Liang Hu Xu Yuwei Cheng 41 0 0 02 Oct 2023
Exchange means change: an unsupervised single-temporal change detection framework based on intra- and inter-image patch exchange Hongruixuan Chen Jian Song Chen Wu Bo Du Naoto Yokoya 69 37 0 01 Oct 2023
PixArt- $α$ : Fast Training of Diffusion Transformer for Photorealistic Text-to-Image Synthesis Junsong Chen Jincheng Yu Chongjian Ge Lewei Yao Enze Xie ... Zhongdao Wang James T. Kwok Ping Luo Huchuan Lu Zhenguo Li DiffM 117 461 0 30 Sep 2023
An easy zero-shot learning combination: Texture Sensitive Semantic Segmentation IceHrNet and Advanced Style Transfer Learning Strategy Zhiyong Yang Yuelong Zhu Xiaoqin Zeng Jun Zong Xiuheng Liu Ran Tao Xiaofei Cong Yufeng Yu VLM 42 1 0 30 Sep 2023
SegRCDB: Semantic Segmentation via Formula-Driven Supervised Learning Risa Shinoda Ryo Hayamizu Kodai Nakashima Nakamasa Inoue Rio Yokota Hirokatsu Kataoka VLM 61 11 0 29 Sep 2023
Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process Zhuo Zheng S. Tian A. Ma Lefei Zhang Yanfei Zhong 93 16 0 29 Sep 2023
Superpixel Transformers for Efficient Semantic Segmentation Xiao Han Jieru Mei Lu Zhang Hang Yan Yongkai Wu Liang-Chieh Chen Henrik Kretzschmar ViT 59 11 0 28 Sep 2023
Open Compound Domain Adaptation with Object Style Compensation for Semantic Segmentation Tingliang Feng Hong Shi Xueyang Liu Wei Feng Jie Wang Yanlin Zhou Di Lin 105 6 0 28 Sep 2023
InfraParis: A multi-modal and multi-task autonomous driving dataset Gianni Franchi Marwane Hariat Xuanlong Yu Nacim Belkhir Antoine Manzanera David Filliat 76 9 0 27 Sep 2023
The Robust Semantic Segmentation UNCV2023 Challenge Results Xuanlong Yu Yi Zuo Zitao Wang Xiaowen Zhang Jiaxuan Zhao ... Angela Yao Wenlong Chen Ivor J. A. Simpson Neill D. F. Campbell Gianni Franchi UQCV 85 5 0 27 Sep 2023
Enabling Resource-efficient AIoT System with Cross-level Optimization: A survey Sicong Liu Bin Guo Cheng Fang Ziqi Wang Shiyan Luo Zimu Zhou Zhiwen Yu AI4CE 88 23 0 27 Sep 2023
Seeing Beyond the Patch: Scale-Adaptive Semantic Segmentation of High-resolution Remote Sensing Imagery based on Reinforcement Learning Yinhe Liu Sunan Shi Junjue Wang Yanfei Zhong 68 0 0 27 Sep 2023