One-Shot Learning for Semantic Segmentation

11 September 2017

Papers citing "One-Shot Learning for Semantic Segmentation"

50 / 342 papers shown

Title
Learning from Exemplars for Interactive Image Segmentation Kun Li Hao Cheng G. Vosselman Michael Ying Yang VLM 36 1 0 17 Jun 2024
APSeg: Auto-Prompt Network for Cross-Domain Few-Shot Semantic Segmentation Weizhao He Zhiyuan Liu Wei Zhuo Linlin Shen Jiaqi Yang Songhe Deng Liang Sun VLM 46 8 0 12 Jun 2024
Multi-Teacher Multi-Objective Meta-Learning for Zero-Shot Hyperspectral Band Selection Jie Feng Xiaojian Zhong Di Li Weisheng Dong Ronghua Shang Licheng Jiao 28 0 0 12 Jun 2024
Memory-guided Network with Uncertainty-based Feature Augmentation for Few-shot Semantic Segmentation Xinyue Chen Miaojing Shi 50 0 0 01 Jun 2024
Learning Robust Correlation with Foundation Model for Weakly-Supervised Few-Shot Segmentation Xinyang Huang Chuanglu Zhu Kebin Liu Ruiying Ren Shengjie Liu 43 2 0 30 May 2024
Towards Global Optimal Visual In-Context Learning Prompt Selection Chengming Xu Chen Liu Yikai Wang Yanwei Fu 26 5 0 24 May 2024
Cross-Domain Few-Shot Semantic Segmentation via Doubly Matching Transformation Jiayi Chen Rong Quan Jie Qin 52 1 0 24 May 2024
Embedding Generalized Semantic Knowledge into Few-Shot Remote Sensing Segmentation Yuyu Jia Wei Huang Junyu Gao Qi. Wang Qiang Li 51 3 0 22 May 2024
NubbleDrop: A Simple Way to Improve Matching Strategy for Prompted One-Shot Segmentation Zhiyu Xu Qingliang Chen 35 0 0 19 May 2024
Image to Pseudo-Episode: Boosting Few-Shot Segmentation by Unlabeled Data Jie Zhang Yuhan Li Yude Wang Stephen Lin Shiguang Shan 35 0 0 14 May 2024
Rethinking Prior Information Generation with CLIP for Few-Shot Segmentation Jin Wang Bingfeng Zhang Jian Pang Honglong Chen Weifeng Liu VLM 40 6 0 14 May 2024
Support-Query Prototype Fusion Network for Few-shot Medical Image Segmentation Sissi Xiaoxiao Wu Zhenguo Gao Xiaowei Chen Yakai Wang Shulei Qu Na Li OOD 45 0 0 13 May 2024
Chameleon: A Data-Efficient Generalist for Dense Visual Prediction in the Wild Donggyun Kim Seongwoong Cho Semin Kim Chong Luo Seunghoon Hong VLM 50 2 0 29 Apr 2024
Show and Grasp: Few-shot Semantic Segmentation for Robot Grasping through Zero-shot Foundation Models Leonardo Barcellona Alberto Bacchin Matteo Terreran Emanuele Menegatti Stefano Ghidoni 41 1 0 19 Apr 2024
Group-On: Boosting One-Shot Segmentation with Supportive Query Hanjing Zhou Mingze Yin JinTai Chen Danny Chen Jian Wu VLM ISeg 45 1 0 18 Apr 2024
Learnable Prompt for Few-Shot Semantic Segmentation in Remote Sensing Domain Steve Andreas Immanuel H. R. Sinulingga VLM 46 4 0 16 Apr 2024
Finding Visual Task Vectors Alberto Hojel Yutong Bai Trevor Darrell Amir Globerson Amir Bar 70 7 0 08 Apr 2024
No Time to Train: Empowering Non-Parametric Networks for Few-shot 3D Scene Segmentation Xiangyang Zhu Renrui Zhang Bowei He Ziyu Guo Jiaming Liu Han Xiao Chaoyou Fu Hao Dong Peng Gao 3DPC 41 9 0 05 Apr 2024
LERENet: Eliminating Intra-class Differences for Metal Surface Defect Few-shot Semantic Segmentation Hanze Ding Zhangkai Wu Jiyan Zhang Ming Ping Yanfang Liu 33 0 0 17 Mar 2024
Few-Shot Image Classification and Segmentation as Visual Question Answering Using Vision-Language Models Tian Meng Yang Tao Ruilin Lyu Wuliang Yin VLM 46 1 0 15 Mar 2024
Explore In-Context Segmentation via Latent Diffusion Models Chaoyang Wang Xiangtai Li Henghui Ding Lu Qi Jiangning Zhang Yunhai Tong Chen Change Loy Shuicheng Yan DiffM 63 6 0 14 Mar 2024
Query-guided Prototype Evolution Network for Few-Shot Segmentation Runmin Cong Hang Xiong Jinpeng Chen Wei Zhang Qingming Huang Yao Zhao 57 14 0 11 Mar 2024
VRP-SAM: SAM with Visual Reference Prompt Yanpeng Sun Jiahui Chen Shan Zhang Xinyu Zhang Qiang Chen Gang Zhang Errui Ding Jingdong Wang Zechao Li 54 32 0 27 Feb 2024
Outline-Guided Object Inpainting with Diffusion Models Markus Pobitzer Filip M. Janicki Mattia Rigotti Cristiano Malossi DiffM 35 1 0 26 Feb 2024
DeepATLAS: One-Shot Localization for Biomedical Data Peter D. Chang 27 0 0 14 Feb 2024
More than the Sum of Its Parts: Ensembling Backbone Networks for Few-Shot Segmentation Nicolás Catalano Alessandro Maranelli Agnese Chiatti Matteo Matteucci 38 1 0 09 Feb 2024
Data-efficient Large Vision Models through Sequential Autoregression Jianyuan Guo Zhiwei Hao Chengcheng Wang Yehui Tang Han Wu Han Hu Kai Han Chang Xu VLM 40 10 0 07 Feb 2024
A Novel Benchmark for Few-Shot Semantic Segmentation in the Era of Foundation Models Reda Bensaid Vincent Gripon Franccois Leduc-Primeau Lukas Mauch G. B. Hacene Fabien Cardinaux VLM 44 7 0 20 Jan 2024
Boosting Few-Shot Segmentation via Instance-Aware Data Augmentation and Local Consensus Guided Cross Attention Li Guo Haoming Liu Yuxuan Xia Chengyu Zhang Xiaochen Lu 30 0 0 18 Jan 2024
Boosting Few-Shot Semantic Segmentation Via Segment Anything Model Chen-Bin Feng Qi Lai Kangdao Liu Houcheng Su Chi-Man Vong 19 3 0 18 Jan 2024
Cross-Domain Few-Shot Segmentation via Iterative Support-Query Correspondence Mining Jiahao Nie Yun Xing Gongjie Zhang Pei Yan Aoran Xiao Yap-Peng Tan Alex C. Kot Shijian Lu 36 5 0 16 Jan 2024
Task-Disruptive Background Suppression for Few-Shot Segmentation Suho Park Subeen Lee Sangeek Hyun Hyun Seok Seong Jae-Pil Heo 13 6 0 26 Dec 2023
Adaptive FSS: A Novel Few-Shot Segmentation Framework via Prototype Enhancement Jing Wang Jinagyun Li Chen Chen Yisi Zhang Haoran Shen Tianxiang Zhang VLM 42 12 0 25 Dec 2023
Few Shot Part Segmentation Reveals Compositional Logic for Industrial Anomaly Detection Soopil Kim Sion An Philip Chikontwe Myeongkyun Kang Ehsan Adeli K. Pohl Sanghyun Park 26 17 0 21 Dec 2023
Flexible visual prompts for in-context learning in computer vision Thomas Foster Ioana Croitoru Robert Dorfman Christoffer Edlund Thomas Varsavsky Jon Almazán VLM VOS 37 0 0 11 Dec 2023
Relevant Intrinsic Feature Enhancement Network for Few-Shot Semantic Segmentation Xiaoyi Bao Jie Qin Siyang Sun Yun Zheng Xingang Wang 40 13 0 11 Dec 2023
Background Clustering Pre-training for Few-shot Segmentation Zhimiao Yu Tiancheng Lin Yi Xu VLM 21 0 0 06 Dec 2023
IMProv: Inpainting-based Multimodal Prompting for Computer Vision Tasks Jiarui Xu Yossi Gandelsman Amir Bar Jianwei Yang Jianfeng Gao Trevor Darrell Xiaolong Wang VLM 28 3 0 04 Dec 2023
One-Shot Open Affordance Learning with Foundation Models Gen Li Deqing Sun Laura Sevilla-Lara Varun Jampani VLM 76 23 0 29 Nov 2023
Focus on Query: Adversarial Mining Transformer for Few-Shot Segmentation Yuan Wang Naisong Luo Tianzhu Zhang 43 11 0 29 Nov 2023
When the Few Outweigh the Many: Illicit Content Recognition with Few-Shot Learning Giuseppe Cascavilla Gemma Catolino Mauro Conti D. Mellios Damian Tamburri BDL 20 0 0 28 Nov 2023
Language-guided Few-shot Semantic Segmentation Jing Wang Yuang Liu Qiang-feng Zhou Fan Wang VLM 25 3 0 23 Nov 2023
Few-Shot Classification & Segmentation Using Large Language Models Agent Tian Meng Yang Tao Wuliang Yin VLM 43 1 0 19 Nov 2023
Instruct Me More! Random Prompting for Visual In-Context Learning Jiahao Zhang Bowen Wang Liangzhi Li Yuta Nakashima Hajime Nagahara VLM 35 16 0 07 Nov 2023
ISAR: A Benchmark for Single- and Few-Shot Object Instance Segmentation and Re-Identification Nicolas Gorlo Kenneth Blomqvist Francesco Milano Roland Siegwart VLM 41 2 0 05 Nov 2023
Not Just Learning from Others but Relying on Yourself: A New Perspective on Few-Shot Segmentation in Remote Sensing Hanbo Bi Yingchao Feng Zhiyuan Yan Yongqiang Mao Wenhui Diao Hongqi Wang Xian Sun 21 17 0 19 Oct 2023
Learning Mask-aware CLIP Representations for Zero-Shot Segmentation Siyu Jiao Yunchao Wei Yaowei Wang Yao-Min Zhao Humphrey Shi VLM 38 47 0 30 Sep 2023
Generalized Few-Shot Point Cloud Segmentation Via Geometric Words Yating Xu Conghui Hu Na Zhao Gim Hee Lee 3DPC 27 6 0 20 Sep 2023
Target-aware Bi-Transformer for Few-shot Segmentation Xianglin Wang Xiaoliu Luo Taiping Zhang ViT 25 0 0 18 Sep 2023
Self-Correlation and Cross-Correlation Learning for Few-Shot Remote Sensing Image Semantic Segmentation Linhan Wang Shuo Lei Jianfeng He Shengkun Wang Min Zhang Chang-Tien Lu 22 6 0 11 Sep 2023