A Comparative Review of Recent Few-Shot Object Detection Algorithms

A Comparative Review of Recent Few-Shot Object Detection Algorithms

30 October 2021

Gao Xinbo

Wang Yue

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Papers citing "A Comparative Review of Recent Few-Shot Object Detection Algorithms"

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Title
BIV-Priv-Seg: Locating Private Content in Images Taken by People With Visual Impairments Yu-Yun Tseng Tanusree Sharma Lotus Zhang Abigale Stangl Leah Findlater Yang Wang Danna Gurari 208 0 0 25 Jul 2024
Few-Shot Object Detection with Sparse Context Transformers Jie Mei Mingyuan Jiu H. Sahbi Xiaoheng Jiang Mingliang Xu ViT 69 1 0 14 Feb 2024
VizWiz-FewShot: Locating Objects in Images Taken by People With Visual Impairments Yu-Yun Tseng Alexander Bell Danna Gurari 86 8 0 24 Jul 2022
Automatic Bounding Box Annotation with Small Training Data Sets for Industrial Manufacturing Manuela Geiß R. Wagner Martin Baresch Josef Steiner Michaela Zwick ObjD 104 7 0 01 Jun 2022
Recent Few-Shot Object Detection Algorithms: A Survey with Performance Comparison Tianying Liu Lu Zhang Yang Wang Jihong Guan Yanwei Fu Jiajia Zhao Shuigeng Zhou ObjD AAML 90 27 0 27 Mar 2022
A Unified Framework for Attention-Based Few-Shot Object Detection Pierre Le Jeune Anissa Zergaïnoh-Mokraoui ObjD 87 2 0 06 Jan 2022
Few-Shot Object Detection: A Comprehensive Survey Mona Köhler M. Eisenbach H. Groß ObjD 99 68 0 22 Dec 2021
Overcoming Classifier Imbalance for Long-tail Object Detection with Balanced Group Softmax Yu Li Tao Wang Bingyi Kang Sheng Tang Chunfeng Wang Jintao Li Jiashi Feng 168 267 0 18 Jun 2020
YOLO9000: Better, Faster, Stronger Joseph Redmon Ali Farhadi VLM ObjD 366 15,699 0 25 Dec 2016