One-Shot Learning for Semantic Segmentation

11 September 2017

Papers citing "One-Shot Learning for Semantic Segmentation"

50 / 342 papers shown

Title
Few-Shot Segmentation via Cycle-Consistent Transformer Gengwei Zhang Guoliang Kang Yi Yang Yunchao Wei ViT 19 179 0 04 Jun 2021
Prior-Enhanced Few-Shot Segmentation with Meta-Prototypes Jian-Wei Zhang Lei Lv Yawei Luo H. Feng Yi Yang Wei Chen VLM 21 4 0 01 Jun 2021
Anti-aliasing Semantic Reconstruction for Few-Shot Semantic Segmentation Binghao Liu Yao Ding Jianbin Jiao Xiangyang Ji QiXiang Ye 29 47 0 01 Jun 2021
Attentional Prototype Inference for Few-Shot Segmentation Haoliang Sun Xiankai Lu Haochen Wang Yilong Yin Xiantong Zhen Cees G. M. Snoek Ling Shao 31 9 0 14 May 2021
End-to-end One-shot Human Parsing Haoyu He Bohan Zhuang Jing Zhang Jianfei Cai Dacheng Tao VLM 37 8 0 04 May 2021
A Closer Look at Self-training for Zero-Label Semantic Segmentation Giuseppe Pastore Fabio Cermelli Yongqin Xian Massimiliano Mancini Zeynep Akata Barbara Caputo VLM 31 68 0 21 Apr 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 23 10 0 19 Apr 2021
Prototypical Region Proposal Networks for Few-Shot Localization and Classification Elliott Skomski Aaron Tuor Andrew Avila Lauren A. Phillips Zach New Henry Kvinge Court D. Corley Nathan Oken Hodas 13 0 0 08 Apr 2021
Adaptive Prototype Learning and Allocation for Few-Shot Segmentation Gen Li Varun Jampani Laura Sevilla-Lara Deqing Sun Jonghyun Kim Joongkyu Kim 31 354 0 05 Apr 2021
Hypercorrelation Squeeze for Few-Shot Segmentation Juhong Min Dahyun Kang Minsu Cho 34 288 0 04 Apr 2021
Force-and-moment-based Model Predictive Control for Achieving Highly Dynamic Locomotion on Bipedal Robots Junheng Li G. Alcan 30 20 0 31 Mar 2021
Deep Gaussian Processes for Few-Shot Segmentation Joakim Johnander Johan Edstedt Martin Danelljan Michael Felsberg Fahad Shahbaz Khan VLM 22 2 0 30 Mar 2021
Self-Guided and Cross-Guided Learning for Few-Shot Segmentation Bingfeng Zhang Jimin Xiao Terry Qin 19 163 0 30 Mar 2021
Mining Latent Classes for Few-shot Segmentation Lihe Yang Wei Zhuo Lei Qi Yinghuan Shi Yang Gao 44 126 0 29 Mar 2021
Factors of Influence for Transfer Learning across Diverse Appearance Domains and Task Types Thomas Mensink J. Uijlings Alina Kuznetsova Michael Gygli V. Ferrari VLM 43 81 0 24 Mar 2021
Repurposing GANs for One-shot Semantic Part Segmentation Nontawat Tritrong Pitchaporn Rewatbowornwong Supasorn Suwajanakorn 44 108 0 07 Mar 2021
Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models Jialin Peng Ye Wang VLM 16 58 0 28 Feb 2021
Recursive Training for Zero-Shot Semantic Segmentation Ce Wang M. Farazi Nick Barnes VLM 24 1 0 26 Feb 2021
Semantically Meaningful Class Prototype Learning for One-Shot Image Semantic Segmentation Tao Chen G. Xie Yazhou Yao Qiong Wang Fumin Shen Zhenmin Tang Jian Zhang VLM 19 44 0 22 Feb 2021
The Ikshana Hypothesis of Human Scene Understanding Venkata Satya Sai Ajay Daliparthi 33 0 0 21 Jan 2021
Compositional Prototype Network with Multi-view Comparision for Few-Shot Point Cloud Semantic Segmentation Xiaoyu Chen Chi Zhang Guosheng Lin Jing Han 3DPC 23 16 0 28 Dec 2020
Progressive One-shot Human Parsing Haoyu He Jing Zhang B. Thuraisingham Dacheng Tao VLM 22 17 0 22 Dec 2020
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 177 188 0 11 Dec 2020
Few-shot Medical Image Segmentation using a Global Correlation Network with Discriminative Embedding Liyan Sun Chenxin Li Xinghao Ding Yue Huang Guisheng Wang Yizhou Yu 19 111 0 10 Dec 2020
Contour Transformer Network for One-shot Segmentation of Anatomical Structures Yuhang Lu K. Zheng Weijian Li Yirui Wang Adam P. Harrison ... Song Wang Jing Xiao Le Lu C. Kuo S. Miao MedIm 34 22 0 02 Dec 2020
Prototype-based Incremental Few-Shot Semantic Segmentation Fabio Cermelli Massimiliano Mancini Yongqin Xian Zeynep Akata Barbara Caputo VLM CLL 30 24 0 30 Nov 2020
BiOpt: Bi-Level Optimization for Few-Shot Segmentation Jinlu Liu Liang Song Yongqiang Qin VLM 24 0 0 23 Nov 2020
Segmentation overlapping wear particles with few labelled data and imbalance sample Peng Peng Jiugen Wang 17 0 0 20 Nov 2020
Bidirectional RNN-based Few Shot Learning for 3D Medical Image Segmentation Soopil Kim Sion An Philip Chikontwe Sang Hyun Park 30 41 0 19 Nov 2020
A Broad Dataset is All You Need for One-Shot Object Detection Claudio Michaelis Matthias Bethge Alexander S. Ecker ObjD 37 2 0 09 Nov 2020
Task-Adaptive Feature Transformer for Few-Shot Segmentation Jun Seo Younghyun Park Sung Whan Yoon Jaekyun Moon ViT 24 5 0 22 Oct 2020
Directed Variational Cross-encoder Network for Few-shot Multi-image Co-segmentation Sayan Banerjee S. Bhat S. Chaudhuri R. Velmurugan 6 1 0 17 Oct 2020
Generalized Few-shot Semantic Segmentation Zhuotao Tian Xin Lai Li Jiang Shu Liu Michelle Shu Hengshuang Zhao Jiaya Jia VLM 27 81 0 11 Oct 2020
From Pixel to Patch: Synthesize Context-aware Features for Zero-shot Semantic Segmentation Zhangxuan Gu Siyuan Zhou Li Niu Zihan Zhao Liqing Zhang VLM DiffM 16 23 0 25 Sep 2020
SML: Semantic Meta-learning for Few-shot Semantic Segmentation Ayyappa Kumar Pambala Titir Dutta Soma Biswas 24 22 0 14 Sep 2020
A Survey on Machine Learning from Few Samples Jiang Lu Pinghua Gong Jieping Ye Jianwei Zhang Changshu Zhang 22 47 0 06 Sep 2020
BriNet: Towards Bridging the Intra-class and Inter-class Gaps in One-Shot Segmentation Xianghui Yang Bairun Wang Kaige Chen Xinchi Zhou Shuai Yi Wanli Ouyang Luping Zhou 13 49 0 14 Aug 2020
Meta Feature Modulator for Long-tailed Recognition Renzhen Wang Kaiqin Hu Yanwen Zhu Jun Shu Qian Zhao Deyu Meng 16 12 0 08 Aug 2020
Prior Guided Feature Enrichment Network for Few-Shot Segmentation Zhuotao Tian Hengshuang Zhao Michelle Shu Zhicheng Yang Ruiyu Li Jiaya Jia 25 509 0 04 Aug 2020
Meta-DRN: Meta-Learning for 1-Shot Image Segmentation Atmadeep Banerjee SSeg VLM 18 5 0 01 Aug 2020
Self-Supervision with Superpixels: Training Few-shot Medical Image Segmentation without Annotation Cheng Ouyang C. Biffi Chen Chen Turkay Kart Huaqi Qiu Daniel Rueckert 30 205 0 20 Jul 2020
Part-aware Prototype Network for Few-shot Semantic Segmentation Yongfei Liu Xiangyi Zhang Songyang Zhang Xuming He 14 317 0 13 Jul 2020
Learning to Segment Anatomical Structures Accurately from One Exemplar Yuhang Lu Weijian Li K. Zheng Yirui Wang Adam P. Harrison ... Song Wang Jing Xiao Le Lu C. Kuo S. Miao MedIm 27 16 0 06 Jul 2020
Few-Shot Semantic Segmentation Augmented with Image-Level Weak Annotations Shuo Lei Xuchao Zhang Jianfeng He Fanglan Chen Chang-Tien Lu VLM 20 2 0 03 Jul 2020
Learning unbiased zero-shot semantic segmentation networks via transductive transfer Haiyang Liu Yichen Wang Jiayi Zhao Guowu Yang Fengmao Lv 8 22 0 01 Jul 2020
Deep Learning of Unified Region, Edge, and Contour Models for Automated Image Segmentation Ali Hatamizadeh SSeg 31 3 0 23 Jun 2020
Few-shot 3D Point Cloud Semantic Segmentation Na Zhao Tat-Seng Chua Gim Hee Lee 3DPC 39 105 0 22 Jun 2020
Are We Hungry for 3D LiDAR Data for Semantic Segmentation? A Survey and Experimental Study Biao Gao Yancheng Pan Chengkun Li Sibo Geng Huijing Zhao 3DPC 26 25 0 08 Jun 2020
One-Shot Recognition of Manufacturing Defects in Steel Surfaces Aditya M. Deshpande A. Minai Manish Kumar 16 58 0 12 May 2020
SimPropNet: Improved Similarity Propagation for Few-shot Image Segmentation Siddhartha Gairola Mayur Hemani Ayush Chopra Balaji Krishnamurthy 11 54 0 30 Apr 2020