One-Shot Learning for Semantic Segmentation

11 September 2017

Papers citing "One-Shot Learning for Semantic Segmentation"

42 / 342 papers shown

Title
Self-Supervised Tuning for Few-Shot Segmentation Kai Zhu Wei Zhai Zhengjun Zha Yang Cao 14 28 0 12 Apr 2020
Meta-Learning in Neural Networks: A Survey Timothy M. Hospedales Antreas Antoniou P. Micaelli Amos Storkey OOD 97 1,939 0 11 Apr 2020
Objectness-Aware Few-Shot Semantic Segmentation Yinan Zhao Brian L. Price Scott D. Cohen Danna Gurari VLM 11 1 0 06 Apr 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 29 69 0 31 Mar 2020
CRNet: Cross-Reference Networks for Few-Shot Segmentation Weide Liu Chi Zhang Guosheng Lin Fayao Liu SSeg 163 192 0 24 Mar 2020
CAFENet: Class-Agnostic Few-Shot Edge Detection Network Younghyun Park Jun Seo Jaekyun Moon 16 1 0 18 Mar 2020
LT-Net: Label Transfer by Learning Reversible Voxel-wise Correspondence for One-shot Medical Image Segmentation Shuxin Wang Shilei Cao Dong Wei Renzhen Wang Kai Ma Liansheng Wang Deyu Meng Yefeng Zheng 22 54 0 16 Mar 2020
On the Texture Bias for Few-Shot CNN Segmentation Reza Azad A. Fayjie C. Kauffmann Ismail Ben Ayed M. Pedersoli Jose Dolz SSeg 29 70 0 09 Mar 2020
Prototype Refinement Network for Few-Shot Segmentation Jinlu Liu Yongqiang Qin SSeg 8 30 0 10 Feb 2020
Weakly Supervised Few-shot Object Segmentation using Co-Attention with Visual and Semantic Embeddings Mennatullah Siam Naren Doraiswamy Boris N. Oreshkin Hengshuai Yao Martin Jägersand 29 8 0 26 Jan 2020
One-Shot Weakly Supervised Video Object Segmentation Mennatullah Siam Naren Doraiswamy Boris N. Oreshkin Hengshuai Yao Martin Jägersand VOS 33 2 0 18 Dec 2019
Meta-Learning Initializations for Image Segmentation S. Hendryx Andrew B. Leach P. Hein Clayton T. Morrison VLM 12 25 0 13 Dec 2019
Differentiable Meta-learning Model for Few-shot Semantic Segmentation Pinzhuo Tian Zhangkai Wu Lei Qi Lei Wang Yinghuan Shi Yang Gao VLM 20 82 0 23 Nov 2019
Visual Similarity Attention Meng Zheng Srikrishna Karanam Terrence Chen Richard J. Radke Ziyan Wu 21 4 0 18 Nov 2019
Leveraging Pretrained Image Classifiers for Language-Based Segmentation David Golub Ahmed El-Kishky Roberto Martín-Martín VLM 22 4 0 03 Nov 2019
Explainable Semantic Mapping for First Responders Jean Oh M. Hebert Hae-Gon Jeon Xavier Perez-Sala Chia Dai Yeeho Song 11 4 0 15 Oct 2019
A New Local Transformation Module for Few-shot Segmentation Yuwei Yang Fanman Meng Hongliang Li Qingbo Wu Xiaolong Xu Shuai Chen ViT 9 36 0 14 Oct 2019
Feature Weighting and Boosting for Few-Shot Segmentation Khoi Duc Minh Nguyen S. Todorovic 35 330 0 28 Sep 2019
A New Few-shot Segmentation Network Based on Class Representation Yuwei Yang Fanman Meng Hongliang Li K. Ngan Qingbo Wu 14 8 0 19 Sep 2019
Learn to Segment Organs with a Few Bounding Boxes Abhijeet Parida Arianne Tran Nassir Navab Shadi Albarqouni SSeg 6 1 0 17 Sep 2019
PANet: Few-Shot Image Semantic Segmentation with Prototype Alignment Kaixin Wang Jun Hao Liew Yingtian Zou Daquan Zhou Jiashi Feng VLM 28 1,048 0 18 Aug 2019
FSS-1000: A 1000-Class Dataset for Few-Shot Segmentation Xiang Li Tianhan Wei Yau Pun Chen Yu-Wing Tai Chi-Keung Tang VLM 18 243 0 29 Jul 2019
One-Shot Texture Retrieval with Global Context Metric Kai Zhu Wei Zhai Zhengjun Zha Yang Cao 3DV 25 6 0 16 May 2019
Few-Shot Viewpoint Estimation Hung-Yu Tseng Shalini De Mello Jonathan Tremblay Sifei Liu Stan Birchfield Ming-Hsuan Yang Jan Kautz 3DPC 28 16 0 13 May 2019
Few-Shot Learning with Localization in Realistic Settings Davis Wertheimer Bharath Hariharan 19 140 0 09 Apr 2019
CANet: Class-Agnostic Segmentation Networks with Iterative Refinement and Attentive Few-Shot Learning Chi Zhang Guosheng Lin Fayao Liu Rui Yao Chunhua Shen VLM SSeg 36 537 0 06 Mar 2019
Mechanical Search: Multi-Step Retrieval of a Target Object Occluded by Clutter Michael Danielczuk Andrey Kurenkov Ashwin Balakrishna Matthew Matl David Wang Roberto Martín-Martín Animesh Garg Silvio Savarese Ken Goldberg 22 110 0 04 Mar 2019
Fully Convolutional One-Shot Object Segmentation for Industrial Robotics Benjamin Schnieders Shan Luo Gregory Palmer K. Tuyls 22 14 0 02 Mar 2019
Data augmentation using learned transformations for one-shot medical image segmentation Amy Zhao Guha Balakrishnan F. Durand John Guttag Adrian Dalca OOD MedIm 30 394 0 25 Feb 2019
Adaptive Masked Proxies for Few-Shot Segmentation Mennatullah Siam Boris N. Oreshkin Martin Jägersand 11 32 0 19 Feb 2019
'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images Abhijit Guha Roy Shayan Siddiqui Sebastian Polsterl Nassir Navab Christian Wachinger 28 181 0 04 Feb 2019
One-Shot Instance Segmentation Claudio Michaelis Ivan Ustyuzhaninov Matthias Bethge Alexander S. Ecker ISeg 37 89 0 28 Nov 2018
A Deep One-Shot Network for Query-based Logo Retrieval A. Bhunia A. Bhunia S. Ghose Abhirup Das P. Roy Umapada Pal VLM ObjD 23 25 0 04 Nov 2018
Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning Arnab Kumar Mondal Jose Dolz Christian Desrosiers GAN MedIm 43 118 0 29 Oct 2018
SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation Xiaolin Zhang Yunchao Wei Yi Yang Thomas Huang VLM 20 458 0 22 Oct 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 31 71 0 14 Aug 2018
One-shot Texture Segmentation Ivan Ustyuzhaninov Claudio Michaelis Wieland Brendel Matthias Bethge VLM 13 17 0 07 Jul 2018
Few-Shot Segmentation Propagation with Guided Networks Kate Rakelly Evan Shelhamer Trevor Darrell Alexei A. Efros Sergey Levine 37 118 0 25 May 2018
Deep Triplet Ranking Networks for One-Shot Recognition Meng Ye Yuhong Guo 11 36 0 19 Apr 2018
Multi-level Semantic Feature Augmentation for One-shot Learning Z. Chen Yanwei Fu Yinda Zhang Yu-Gang Jiang Xiangyang Xue Leonid Sigal 23 232 0 15 Apr 2018
Blazingly Fast Video Object Segmentation with Pixel-Wise Metric Learning Yuhua Chen Jordi Pont-Tuset Alberto Montes Luc Van Gool VOS 8 263 0 09 Apr 2018
One-Shot Segmentation in Clutter Claudio Michaelis Matthias Bethge Alexander S. Ecker 28 40 0 26 Mar 2018