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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
FeatEnHancer: Enhancing Hierarchical Features for Object Detection and Beyond Under Low-Light Vision K. Hashmi Goutham Kallempudi D. Stricker Muhammad Zeshan Afzal 91 22 0 07 Aug 2023
Feature Decoupling-Recycling Network for Fast Interactive Segmentation Hui-Chi Zeng Weinong Wang Xin Tao Zhiwei Xiong Yu-Wing Tai Wenjie Pei 47 5 0 07 Aug 2023
DiT: Efficient Vision Transformers with Dynamic Token Routing Yuchen Ma Zhengcong Fei Junshi Huang ViT 55 2 0 07 Aug 2023
Microvasculature Segmentation in Human BioMolecular Atlas Program (HuBMAP) Youssef Sultan Yongqiang Wang J. Scanlon Lisa D'lima SSeg 38 1 0 06 Aug 2023
Syn-Mediverse: A Multimodal Synthetic Dataset for Intelligent Scene Understanding of Healthcare Facilities Rohit Mohan J. Arce Sassan Mokhtar Daniele Cattaneo Abhinav Valada 54 2 0 06 Aug 2023
Focus the Discrepancy: Intra- and Inter-Correlation Learning for Image Anomaly Detection Xincheng Yao Ruoqing Li Zefeng Qian Yan Luo Chongyang Zhang 87 26 0 06 Aug 2023
Convolutions Die Hard: Open-Vocabulary Segmentation with Single Frozen Convolutional CLIP Qihang Yu Ju He XueQing Deng Xiaohui Shen Liang-Chieh Chen VLM CLIP 100 152 0 04 Aug 2023
Frustratingly Easy Model Generalization by Dummy Risk Minimization Juncheng Wang Jindong Wang Xixu Hu Shujun Wang Xingxu Xie 58 2 0 04 Aug 2023
Multi-interactive Feature Learning and a Full-time Multi-modality Benchmark for Image Fusion and Segmentation Jinyuan Liu Zhu Liu Guanyao Wu Long Ma Risheng Liu Wei Zhong Zhongxuan Luo Xin-Yue Fan 102 136 0 04 Aug 2023
UGainS: Uncertainty Guided Anomaly Instance Segmentation Alexey Nekrasov Alexander Hermans L. Kuhnert Bastian Leibe 103 11 0 03 Aug 2023
Dynamic Token-Pass Transformers for Semantic Segmentation Yuang Liu Qiang Zhou Jing Wang Fan Wang Jun Wang Wei Zhang ViT 35 5 0 03 Aug 2023
Stereo Visual Odometry with Deep Learning-Based Point and Line Feature Matching using an Attention Graph Neural Network Shenbagaraj Kannapiran Nalin Bendapudi Mingge Yu Devarth Parikh Spring Berman Ankit Vora Gaurav Pandey 3DPC 3DV 92 2 0 02 Aug 2023
Dynamic Token Pruning in Plain Vision Transformers for Semantic Segmentation Quan Tang Bowen Zhang Jiajun Liu Fagui Liu Yifan Liu ViT 116 30 0 02 Aug 2023
Synthetic Instance Segmentation from Semantic Image Segmentation Masks Yuchen Shen Dong Zhang Yuhui Zheng Zechao Li L. Fu Qiaolin Ye ISeg 67 0 0 02 Aug 2023
FLatten Transformer: Vision Transformer using Focused Linear Attention Dongchen Han Xuran Pan Yizeng Han Shiji Song Gao Huang 105 181 0 01 Aug 2023
Learning to Generate Training Datasets for Robust Semantic Segmentation Marwane Hariat Olivier Laurent Rémi Kazmierczak Shihao Zhang Andrei Bursuc Angela Yao Gianni Franchi UQCV 79 2 0 01 Aug 2023
A Study of Unsupervised Evaluation Metrics for Practical and Automatic Domain Adaptation Minghao Chen Ze-Feng Gao Shuai Zhao Qibo Qiu Wenxiao Wang Binbin Lin Xiaofei He 47 1 0 01 Aug 2023
Transferable Attack for Semantic Segmentation Mengqi He Jing Zhang Zhaoyuan Yang Mingyi He Nick Barnes Yuchao Dai 66 2 0 31 Jul 2023
CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic Segmentation Ruihao Xia Chaoqiang Zhao Meng Zheng Ziyan Wu Qiyu Sun Yang Tang 88 31 0 29 Jul 2023
OAFuser: Towards Omni-Aperture Fusion for Light Field Semantic Segmentation Fei Teng Jiaming Zhang Kunyu Peng Yaonan Wang Rainer Stiefelhagen Kailun Yang 66 4 0 28 Jul 2023
Prompt Guided Transformer for Multi-Task Dense Prediction Yuxiang Lu Shalayiding Sirejiding Yue Ding Chunlin Wang Hongtao Lu 98 20 0 28 Jul 2023
To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation Marc Botet Colomer Pier Luigi Dovesi Theodoros Panagiotakopoulos J. Carvalho Linus Harenstam-Nielsen Hossein Azizpour Hedvig Kjellström Daniel Cremers Matteo Poggi TTA 93 9 0 27 Jul 2023
IML-ViT: Benchmarking Image Manipulation Localization by Vision Transformer Xiaochen Ma Bo Du Zhuohang Jiang Ahmed Y. Al Hammadi Jizhe Zhou 73 9 0 27 Jul 2023
Pre-training Vision Transformers with Very Limited Synthesized Images Ryo Nakamura1 Hirokatsu Kataoka Sora Takashima Edgar Josafat Martinez-Noriega Rio Yokota Nakamasa Inoue 121 7 0 27 Jul 2023
Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks Bum Jun Kim Hyeyeon Choi Hyeonah Jang Sang Woo Kim SSeg 70 0 0 26 Jul 2023
Optical Flow boosts Unsupervised Localization and Segmentation Xinyu Zhang Abdeslam Boularias 100 5 0 25 Jul 2023
Multi-Granularity Prediction with Learnable Fusion for Scene Text Recognition Cheng Da Peng Wang Cong Yao 50 9 0 25 Jul 2023
A Good Student is Cooperative and Reliable: CNN-Transformer Collaborative Learning for Semantic Segmentation Jinjing Zhu Yuan Luo Xueye Zheng Hao Wang Lin Wang 65 35 0 24 Jul 2023
ComPtr: Towards Diverse Bi-source Dense Prediction Tasks via A Simple yet General Complementary Transformer Youwei Pang Xiaoqi Zhao Lihe Zhang Huchuan Lu 84 4 0 23 Jul 2023
Edge Guided GANs with Multi-Scale Contrastive Learning for Semantic Image Synthesis Hao Tang Guolei Sun N. Sebe Luc Van Gool GAN 101 12 0 22 Jul 2023
GEM: Boost Simple Network for Glass Surface Segmentation via Vision Foundation Models Jing Hao Xinyu Li Liang Gao Shumin Han VLM DiffM 113 2 0 22 Jul 2023
An Intelligent Remote Sensing Image Quality Inspection System Yi Yu Tao Wang Kang Ran Changjiang Li Hao Wu 47 1 0 22 Jul 2023
3D Skeletonization of Complex Grapevines for Robotic Pruning Eric Schneider Sushanth Jayanth Abhisesh Silwal George Kantor 46 6 0 21 Jul 2023
PourIt!: Weakly-supervised Liquid Perception from a Single Image for Visual Closed-Loop Robotic Pouring Haitao Lin Yanwei Fu Xiangyang Xue 71 6 0 21 Jul 2023
SimCol3D -- 3D Reconstruction during Colonoscopy Challenge A. Rau Sophia Bano Yueming Jin P. Azagra Javier Morlana ... Mobarakol Islam Hongliang Ren Laurence B. Lovat José M.M. Montiel Danail Stoyanov 53 12 0 20 Jul 2023
Exploring Effective Priors and Efficient Models for Weakly-Supervised Change Detection Zhenghui Zhao Lixiang Ru Chen Wu 45 7 0 20 Jul 2023
Gradient-Semantic Compensation for Incremental Semantic Segmentation Wei Cong Yang Cong Jiahua Dong Gan Sun Henghui Ding CLL VLM 109 13 0 20 Jul 2023
Meta-Transformer: A Unified Framework for Multimodal Learning Yiyuan Zhang Kaixiong Gong Kaipeng Zhang Hongsheng Li Yu Qiao Wanli Ouyang Xiangyu Yue 105 150 0 20 Jul 2023
Pre-train, Adapt and Detect: Multi-Task Adapter Tuning for Camouflaged Object Detection Yinghui Xing Dexuan Kong Shizhou Zhang Geng Chen Lingyan Ran Peng Wang Yanning Zhang 93 4 0 20 Jul 2023
Boundary-Refined Prototype Generation: A General End-to-End Paradigm for Semi-Supervised Semantic Segmentation Junhao Dong Zhu Meng Delong Liu Zhicheng Zhao Fei Su 77 4 0 19 Jul 2023
DVPT: Dynamic Visual Prompt Tuning of Large Pre-trained Models for Medical Image Analysis Along He Kai Wang Zhihong Wang Tao Li Huazhu Fu MedIm 100 4 0 19 Jul 2023
RepViT: Revisiting Mobile CNN From ViT Perspective Ao Wang Hui Chen Zijia Lin Hengjun Pu Guiguang Ding 101 215 0 18 Jul 2023
A Survey on Open-Vocabulary Detection and Segmentation: Past, Present, and Future Chaoyang Zhu Long Chen ObjD VLM 138 40 0 18 Jul 2023
R-Cut: Enhancing Explainability in Vision Transformers with Relationship Weighted Out and Cut Yingjie Niu Ming Ding Maoning Ge Robin Karlsson Yuxiao Zhang K. Takeda ViT 48 3 0 18 Jul 2023
Hierarchical Spatiotemporal Transformers for Video Object Segmentation Jun-Sang Yoo H. Lee Seung‐Won Jung VOS 69 1 0 17 Jul 2023
On Point Affiliation in Feature Upsampling Wenze Liu Hao Lu Yuliang Liu Zhiguo Cao 3DPC 64 2 0 17 Jul 2023
A Survey of Techniques for Optimizing Transformer Inference Krishna Teja Chitty-Venkata Sparsh Mittal M. Emani V. Vishwanath Arun Somani 125 73 0 16 Jul 2023
Dual-level Interaction for Domain Adaptive Semantic Segmentation Dongyu Yao Boheng Li 81 3 0 16 Jul 2023
Open Scene Understanding: Grounded Situation Recognition Meets Segment Anything for Helping People with Visual Impairments R. Liu Jiaming Zhang Kunyu Peng Junwei Zheng Ke Cao Yufan Chen Kailun Yang Rainer Stiefelhagen 64 17 0 15 Jul 2023
DISPEL: Domain Generalization via Domain-Specific Liberating Chia-Yuan Chang Yu-Neng Chuang Guanchu Wang Mengnan Du Zou Na 45 6 0 14 Jul 2023