One-Shot Learning for Semantic Segmentation

11 September 2017

Papers citing "One-Shot Learning for Semantic Segmentation"

50 / 342 papers shown

Title
Mask Matching Transformer for Few-Shot Segmentation Siyu Jiao Gengwei Zhang Shant Navasardyan Ling-Hao Chen Yao-Min Zhao Yunchao Wei Humphrey Shi 42 28 0 05 Dec 2022
Activating the Discriminability of Novel Classes for Few-shot Segmentation Dianwen Mei Wei Zhuo Jiandong Tian Guangming Lu Wenjie Pei VLM 45 0 0 02 Dec 2022
Prototype as Query for Few Shot Semantic Segmentation Leilei Cao Yibo Guo Ye Yuan Qiangguo Jin ViT 40 11 0 27 Nov 2022
Cross-domain Few-shot Segmentation with Transductive Fine-tuning Yuhang Lu Xinyi Wu Zhenyao Wu Song Wang 22 6 0 27 Nov 2022
A Strong Baseline for Generalized Few-Shot Semantic Segmentation Sina Hajimiri Malik Boudiaf Ismail Ben Ayed Jose Dolz VLM 22 28 0 25 Nov 2022
Progressively Dual Prior Guided Few-shot Semantic Segmentation Qinglong Cao Yuntian Chen Xiwen Yao Junwei Han 19 0 0 20 Nov 2022
Interclass Prototype Relation for Few-Shot Segmentation A. Okazawa SSeg VLM 22 37 0 16 Nov 2022
Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview Wenqi Ren Yang Tang Qiyu Sun Chaoqiang Zhao Qing‐Long Han VLM 24 41 0 13 Nov 2022
Elimination of Non-Novel Segments at Multi-Scale for Few-Shot Segmentation Alper Kayabasi Gülin Tüfekci ilkay Ulusoy 38 7 0 04 Nov 2022
A Joint Framework Towards Class-aware and Class-agnostic Alignment for Few-shot Segmentation Kai-Qi Huang Mingfei Cheng Yang Wang Bochen Wang Ye Xi Feigege Wang Peng Chen 33 2 0 02 Nov 2022
tSF: Transformer-based Semantic Filter for Few-Shot Learning Jinxiang Lai Siqian Yang Wenlong Liu Yi Zeng Zhongyi Huang Wenlong Wu Jun Liu Bin-Bin Gao Chengjie Wang VLM 23 19 0 02 Nov 2022
Self-Regularized Prototypical Network for Few-Shot Semantic Segmentation Henghui Ding Hui Zhang Xudong Jiang 64 59 0 30 Oct 2022
Query Semantic Reconstruction for Background in Few-Shot Segmentation Haoyan Guan Michael W. Spratling 31 3 0 21 Oct 2022
CobNet: Cross Attention on Object and Background for Few-Shot Segmentation Haoyan Guan Michael W. Spratling 32 0 0 21 Oct 2022
Prediction Calibration for Generalized Few-shot Semantic Segmentation Zhihe Lu Sen He Da Li Yi-Zhe Song Tao Xiang ViT 35 23 0 15 Oct 2022
Feature-Proxy Transformer for Few-Shot Segmentation Jianwei Zhang Yifan Sun Yi Yang Wei Chen ViT 30 62 0 13 Oct 2022
Intermediate Prototype Mining Transformer for Few-Shot Semantic Segmentation Yuanwei Liu Nian Liu Xiwen Yao Junwei Han 33 61 0 13 Oct 2022
Weak-shot Semantic Segmentation via Dual Similarity Transfer Junjie Chen Li Niu Siyuan Zhou Jianlou Si Chao Qian Liqing Zhang 32 6 0 05 Oct 2022
Few-Shot Segmentation via Rich Prototype Generation and Recurrent Prediction Enhancement Hongsheng Wang Xiaoqi Zhao Youwei Pang Jinqing Qi VLM 36 2 0 03 Oct 2022
One-Shot Synthesis of Images and Segmentation Masks V. Sushko Dan Zhang Juergen Gall Anna Khoreva 48 6 0 15 Sep 2022
One-Shot Transfer of Affordance Regions? AffCorrs! Denis Hadjivelichkov Sicelukwanda Zwane M. Deisenroth Lourdes Agapito Dimitrios Kanoulas 42 35 0 15 Sep 2022
Prototypical few-shot segmentation for cross-institution male pelvic structures with spatial registration Yiwen Li Yunguan Fu Iani J. M. B. Gayo Qianye Yang Zhe Min ... Matthew J. Clarkson Henkjan J. Huisman D. Barratt V. Prisacariu Yipeng Hu 19 19 0 12 Sep 2022
A comprehensive survey on recent deep learning-based methods applied to surgical data Mansoor Ali Rafael Martinez Garcia Peña Gilberto Ochoa-Ruiz Sharib Ali 35 6 0 03 Sep 2022
Visual Prompting via Image Inpainting Amir Bar Yossi Gandelsman Trevor Darrell Amir Globerson Alexei A. Efros VLM VPVLM 29 203 0 01 Sep 2022
Q-Net: Query-Informed Few-Shot Medical Image Segmentation Qianqian Shen Yanan Li Jiyong Jin B. Liu OOD 24 26 0 24 Aug 2022
CRCNet: Few-shot Segmentation with Cross-Reference and Region-Global Conditional Networks Weide Liu Chi Zhang Guosheng Lin Fayao Liu ISeg SSeg 40 27 0 23 Aug 2022
Bidirectional Feature Globalization for Few-shot Semantic Segmentation of 3D Point Cloud Scenes Yongqiang Mao Zonghao Guo Xiaonan Lu Zhiqiang Yuan Haowen Guo 3DPC 21 28 0 13 Aug 2022
Online Refinement of a Scene Recognition Model for Mobile Robots by Observing Human's Interaction with Environments Shigemichi Matsuzaki Hiroaki Masuzawa J. Miura 26 0 0 13 Aug 2022
Domain-invariant Prototypes for Semantic Segmentation Zhengeng Yang Hongshan Yu Wei Sun Li Cheng Ajmal Mian 58 2 0 12 Aug 2022
Doubly Deformable Aggregation of Covariance Matrices for Few-shot Segmentation Zhitong Xiong Haopeng Li Xiao Xiang Zhu 44 36 0 30 Jul 2022
Incremental Few-Shot Semantic Segmentation via Embedding Adaptive-Update and Hyper-class Representation Guangchen Shi Yirui Wu Jing Liu Shaohua Wan Wenhai Wang Tong Lu CLL 10 35 0 26 Jul 2022
VizWiz-FewShot: Locating Objects in Images Taken by People With Visual Impairments Yu-Yun Tseng Alexander Bell Danna Gurari 34 8 0 24 Jul 2022
Self-Support Few-Shot Semantic Segmentation Qi Fan Wenjie Pei Yu-Wing Tai Chi-Keung Tang 40 139 0 23 Jul 2022
Cost Aggregation with 4D Convolutional Swin Transformer for Few-Shot Segmentation Sunghwan Hong Seokju Cho Jisu Nam Stephen Lin Seung Wook Kim ViT 26 123 0 22 Jul 2022
Dense Cross-Query-and-Support Attention Weighted Mask Aggregation for Few-Shot Segmentation Xinyu Shi Dong Wei Yu Zhang Donghuan Lu Munan Ning Jiashun Chen Kai Ma Yefeng Zheng 27 98 0 18 Jul 2022
CAM/CAD Point Cloud Part Segmentation via Few-Shot Learning Jiahui Wang H. Zhu Haoren Guo Abdullah Al Mamun V. Prahlad T. Lee 3DPC 37 4 0 04 Jul 2022
Few-shot incremental learning in the context of solar cell quality inspection Julen Balzategui Luka Eciolaza 12 6 0 01 Jul 2022
MSANet: Multi-Similarity and Attention Guidance for Boosting Few-Shot Segmentation Ehtesham Iqbal Sirojbek Safarov Seongdeok Bang 25 35 0 20 Jun 2022
Segmentation in large-scale cellular electron microscopy with deep learning: A literature survey A. Aswath A. Alsahaf B. Giepmans George Azzopardi 27 33 0 14 Jun 2022
Singular Value Fine-tuning: Few-shot Segmentation requires Few-parameters Fine-tuning Yanpeng Sun Qiang Chen Xiangyu He Jian Wang Haocheng Feng Junyu Han Errui Ding Jian Cheng Zechao Li Jingdong Wang 38 56 0 13 Jun 2022
Recent Advances in Embedding Methods for Multi-Object Tracking: A Survey Gaoang Wang Xiuming Zhang Lei Li VOT 63 15 0 22 May 2022
A Comprehensive Survey of Few-shot Learning: Evolution, Applications, Challenges, and Opportunities Yisheng Song Ting-Yuan Wang S. Mondal J. P. Sahoo SLR 59 345 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 43 106 0 10 May 2022
CATrans: Context and Affinity Transformer for Few-Shot Segmentation Shan Zhang Tianyi Wu Sitong Wu Guodong Guo ViT 40 19 0 27 Apr 2022
Self-Supervised Video Object Segmentation via Cutout Prediction and Tagging Jyoti Kini Fahad Shahbaz Khan Salman Khan M. Shah VOS 31 1 0 22 Apr 2022
Dynamic Prototype Convolution Network for Few-Shot Semantic Segmentation Jie Liu Yanqi Bao Guosen Xie Huan Xiong Jan-Jakob Sonke E. Gavves 19 77 0 22 Apr 2022
Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation Chunbo Lang Binfei Tu Gong Cheng Junwei Han 42 64 0 21 Apr 2022
Parallel Network with Channel Attention and Post-Processing for Carotid Arteries Vulnerable Plaque Segmentation in Ultrasound Images Yanchao Yuan Cancheng Li Lu Xu Kefeng Zhang Yang Hua Jicong Zhang 17 2 0 18 Apr 2022
Adaptive Memory Management for Video Object Segmentation Ali Pourganjalikhan Charalambos (Charis) Poullis VOS 31 1 0 13 Apr 2022
Integrative Few-Shot Learning for Classification and Segmentation Dahyun Kang Minsu Cho VLM 37 59 0 29 Mar 2022