SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation

22 October 2018

Xiaolin Zhang

Yunchao Wei

Yi Yang

Thomas Huang

VLM

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Papers citing "SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation"

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Title
Foreground-Covering Prototype Generation and Matching for SAM-Aided Few-Shot Segmentation S. Park Subeen Lee Hyun Seok Seong Jaejoon Yoo Jae-Pil Heo 37 1 0 03 Jan 2025
Deep ContourFlow: Advancing Active Contours with Deep Learning Antoine Habis V. Meas-Yedid Elsa D. Angelini Jean-Christophe Olivo-Marin 30 0 0 15 Jul 2024
Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation Jiayi Chen Rong Quan Jie Qin 34 1 0 24 May 2024
DeepATLAS: One-Shot Localization for Biomedical Data Peter D. Chang 25 0 0 14 Feb 2024
A Unified Multi-Phase CT Synthesis and Classification Framework for Kidney Cancer Diagnosis with Incomplete Data Kwang-Hyun Uhm Seung‐Won Jung M. Choi Sung-Hoo Hong Sung-Jea Ko MedIm 25 11 0 09 Dec 2023
DARNet: Bridging Domain Gaps in Cross-Domain Few-Shot Segmentation with Dynamic Adaptation Haoran Fan Qi Fan M. Pagnucco Yang Song 13 3 0 08 Dec 2023
Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation Yuan Wang Naisong Luo Tianzhu Zhang 30 11 0 29 Nov 2023
CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation Zekang Zhang Guangyu Gao Jianbo Jiao C. Liu Yunchao Wei 48 21 0 10 Oct 2023
Masked Cross-image Encoding for Few-shot Segmentation Wenbo Xu Huaxi Huang Mingg-Ming Cheng Litao Yu Qiang Wu Jian Andrew Zhang 30 4 0 22 Aug 2023
Dense Affinity Matching for Few-Shot Segmentation Hao Chen Yonghan Dong Zhe-Ming Lu Yunlong Yu Yingming Li Jungong Han Zhongfei Zhang 33 8 0 17 Jul 2023
DenseMP: Unsupervised Dense Pre-training for Few-shot Medical Image Segmentation Zhaoxin Fan Puquan Pan Zeren Zhang C. Chen Tianyang Wang Si Zheng Min Xu VLM 28 0 0 13 Jul 2023
A Self-Supervised Miniature One-Shot Texture Segmentation (MOSTS) Model for Real-Time Robot Navigation and Embedded Applications Yu Chen Chirag Rastogi Zheyuan Zhou William R. Norris 16 4 0 15 Jun 2023
Referring Camouflaged Object Detection Xuying Zhang Bo Yin Zheng Lin Qibin Hou Deng-Ping Fan Ming-Ming Cheng 38 17 0 13 Jun 2023
Inferring and Leveraging Parts from Object Shape for Improving Semantic Image Synthesis Yuxiang Wei Zhilong Ji Xiaohe Wu Jinfeng Bai L. Zhang W. Zuo 49 3 0 31 May 2023
MIANet: Aggregating Unbiased Instance and General Information for Few-Shot Semantic Segmentation Yong Yang Qiong Chen Yuan Feng Tianlin Huang 25 30 0 23 May 2023
Self-Supervised One-Shot Learning for Automatic Segmentation of StyleGAN Images Ankit V. Manerikar A. Kak VLM 16 2 0 10 Mar 2023
Reference Twice: A Simple and Unified Baseline for Few-Shot Instance Segmentation Yue Han Jiangning Zhang Zhucun Xue Chao Xu Xintian Shen Yabiao Wang Chengjie Wang Yong Liu Xiangtai Li 34 17 0 03 Jan 2023
MSI: Maximize Support-Set Information for Few-Shot Segmentation Seonghyeon Moon Samuel S. Sohn Honglu Zhou Sejong Yoon Vladimir Pavlovic Muhammad Haris Khan Mubbasir Kapadia 24 17 0 09 Dec 2022
Few-shot Medical Image Segmentation with Cycle-resemblance Attention Hao Ding Changchang Sun Hao Tang Dawen Cai Yan Yan 34 45 0 07 Dec 2022
Activating the Discriminability of Novel Classes for Few-shot Segmentation Dianwen Mei Wei Zhuo Jiandong Tian Guangming Lu Wenjie Pei VLM 30 0 0 02 Dec 2022
Prototype as Query for Few Shot Semantic Segmentation Leilei Cao Yibo Guo Ye Yuan Qiangguo Jin ViT 25 10 0 27 Nov 2022
Progressively Dual Prior Guided Few-shot Semantic Segmentation Qinglong Cao Yuntian Chen Xiwen Yao Junwei Han 17 0 0 20 Nov 2022
Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation Zekang Zhang Guangyu Gao Zhiyuan Fang Jianbo Jiao Yunchao Wei CLL 20 31 0 13 Nov 2022
Doubly Deformable Aggregation of Covariance Matrices for Few-shot Segmentation Zhitong Xiong Haopeng Li Xiao Xiang Zhu 35 35 0 30 Jul 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities Yisheng Song Ting-Yuan Wang S. Mondal J. P. Sahoo SLR 50 342 0 13 May 2022
Learning Non-target Knowledge for Few-shot Semantic Segmentation Yuanwei Liu Nian Liu Qinglong Cao Xiwen Yao Junwei Han Ling Shao 25 105 0 10 May 2022
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation Chunbo Lang Binfei Tu Gong Cheng Junwei Han 25 63 0 21 Apr 2022
HM: Hybrid Masking for Few-Shot Segmentation Seonghyeon Moon Samuel S. Sohn Honglu Zhou Sejong Yoon Vladimir Pavlovic Muhammad Haris Khan Mubbasir Kapadia 23 9 0 24 Mar 2022
Semantic Segmentation In-the-Wild Without Seeing Any Segmentation Examples Nir Zabari Yedid Hoshen VLM 27 26 0 06 Dec 2021
MFNet: Multi-class Few-shot Segmentation Network with Pixel-wise Metric Learning Miao Zhang Miaojing Shi Li Li VLM 35 20 0 30 Oct 2021
Dense Gaussian Processes for Few-Shot Segmentation Joakim Johnander Johan Edstedt M. Felsberg F. Khan Martin Danelljan 59 30 0 07 Oct 2021
Weak-shot Semantic Segmentation by Transferring Semantic Affinity and Boundary Siyuan Zhou Li Niu Jianlou Si Chao Qian Liqing Zhang 12 10 0 04 Oct 2021
PFENet++: Boosting Few-shot Semantic Segmentation with the Noise-filtered Context-aware Prior Mask Xiaoliu Luo Zhuotao Tian Taiping Zhang Bei Yu Yuan Yan Tang Jiaya Jia 44 37 0 28 Sep 2021
All-Around Real Label Supervision: Cyclic Prototype Consistency Learning for Semi-supervised Medical Image Segmentation Zhe Xu Yixin Wang Donghuan Lu Lequan Yu Jiangpeng Yan Jie Luo Kai Ma Yefeng Zheng R. Tong 35 55 0 28 Sep 2021
PDFNet: Pointwise Dense Flow Network for Urban-Scene Segmentation Venkata Satya Sai Ajay Daliparthi 3DPC 21 0 0 21 Sep 2021
Weakly Supervised Few-Shot Segmentation Via Meta-Learning P. H. T. Gama Hugo Oliveira J. M. Junior J. D. Santos VLM 19 19 0 03 Sep 2021
Few-Shot Segmentation with Global and Local Contrastive Learning Weide Liu Zhonghua Wu Henghui Ding Fayao Liu Jie Lin Guosheng Lin Wei Zhou 32 24 0 11 Aug 2021
Simpler is Better: Few-shot Semantic Segmentation with Classifier Weight Transformer Zhihe Lu Sen He Xiatian Zhu Li Zhang Yi-Zhe Song Tao Xiang ViT 171 173 0 06 Aug 2021
Few-Shot Segmentation via Cycle-Consistent Transformer Gengwei Zhang Guoliang Kang Yi Yang Yunchao Wei ViT 19 177 0 04 Jun 2021
SCNet: Enhancing Few-Shot Semantic Segmentation by Self-Contrastive Background Prototypes Jiacheng Chen Bin-Bin Gao Zongqing Lu Jing-Hao Xue Chengjie Wang Q. Liao VLM 15 10 0 19 Apr 2021
Adaptive Prototype Learning and Allocation for Few-Shot Segmentation Gen Li Varun Jampani Laura Sevilla-Lara Deqing Sun Jonghyun Kim Joongkyu Kim 24 353 0 05 Apr 2021
Force-and-moment-based Model Predictive Control for Achieving Highly Dynamic Locomotion on Bipedal Robots Junheng Li G. Alcan 16 20 0 31 Mar 2021
Mining Latent Classes for Few-shot Segmentation Lihe Yang Wei Zhuo Lei Qi Yinghuan Shi Yang Gao 30 126 0 29 Mar 2021
Repurposing GANs for One-shot Semantic Part Segmentation Nontawat Tritrong Pitchaporn Rewatbowornwong Supasorn Suwajanakorn 26 108 0 07 Mar 2021
Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? Malik Boudiaf H. Kervadec Imtiaz Masud Ziko Pablo Piantanida Ismail Ben Ayed Jose Dolz VLM 174 187 0 11 Dec 2020
Generalized Few-shot Semantic Segmentation Zhuotao Tian Xin Lai Li Jiang Shu Liu Michelle Shu Hengshuang Zhao Jiaya Jia VLM 20 80 0 11 Oct 2020
SML: Semantic Meta-learning for Few-shot Semantic Segmentation Ayyappa Kumar Pambala Titir Dutta Soma Biswas 19 22 0 14 Sep 2020
Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation Ali Hatamizadeh SSeg 21 3 0 23 Jun 2020
FGN: Fully Guided Network for Few-Shot Instance Segmentation Zhibo Fan Jin-Gang Yu Zhihao Liang Jiarong Ou Changxin Gao Guisong Xia Yuanqing Li 21 69 0 31 Mar 2020
Feature Weighting and Boosting for Few-Shot Segmentation Khoi Duc Minh Nguyen S. Todorovic 23 328 0 28 Sep 2019