Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An
Overview

Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview

13 November 2022

Wenqi Ren

Qing‐Long Han

Papers citing "Visual Semantic Segmentation Based on Few/Zero-Shot Learning: An Overview"

14 / 14 papers shown

Title
Exploring Few-Shot Defect Segmentation in General Industrial Scenarios with Metric Learning and Vision Foundation Models Tongkun Liu Bing Li Xiao Jin Yupeng Shi Qiuying Li Xiang Wei 61 0 0 03 Feb 2025
Zero-Shot Automatic Annotation and Instance Segmentation using LLM-Generated Datasets: Eliminating Field Imaging and Manual Annotation for Deep Learning Model Development Ranjan Sapkota Achyut Paudel Manoj Karkee SyDa 63 7 0 18 Nov 2024
Reading ability detection using eye-tracking data with LSTM-based few-shot learning Nanxi Li Hongjiang Wang Zehui Zhan 33 0 0 13 Sep 2024
Reducing Information Bottleneck for Weakly Supervised Semantic Segmentation Jungbeom Lee Jooyoung Choi J. Mok Sungroh Yoon SSeg 215 134 0 13 Oct 2021
Hierarchical Memory Matching Network for Video Object Segmentation Hongje Seong Seoung Wug Oh Joon-Young Lee Seongwon Lee Suhyeon Lee Euntai Kim VOS 42 103 0 23 Sep 2021
Full-Duplex Strategy for Video Object Segmentation Ge-Peng Ji Deng-Ping Fan Keren Fu Zhe Wu Jianbing Shen Ling Shao VOS 80 130 0 06 Aug 2021
Learning Meta-class Memory for Few-Shot Semantic Segmentation Zhonghua Wu Xiangxi Shi Guosheng lin Jianfei Cai VLM 53 108 0 06 Aug 2021
Deep Dual-resolution Networks for Real-time and Accurate Semantic Segmentation of Road Scenes Yuanduo Hong Huihui Pan Weichao Sun Yisong Jia SSeg 138 260 0 15 Jan 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 169 187 0 11 Dec 2020
Monocular Depth Estimation Based On Deep Learning: An Overview Chaoqiang Zhao Qiyu Sun Chongzhen Zhang Yang Tang Feng Qian MDE 58 251 0 14 Mar 2020
Learning Fast and Robust Target Models for Video Object Segmentation Andreas Robinson Felix Järemo Lawin Martin Danelljan F. Khan M. Felsberg VOS 51 140 0 27 Feb 2020
SegSort: Segmentation by Discriminative Sorting of Segments Jyh-Jing Hwang Stella X. Yu Jianbo Shi Maxwell D. Collins Tien-Ju Yang Xiao Zhang Liang-Chieh Chen 180 148 0 15 Oct 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 311 11,681 0 09 Mar 2017
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 230 31,253 0 16 Jan 2013