A Survey of Deep Learning for Low-Shot Object Detection

A Survey of Deep Learning for Low-Shot Object Detection

6 December 2021

Papers citing "A Survey of Deep Learning for Low-Shot Object Detection"

17 / 17 papers shown

Title
ENInst: Enhancing Weakly-supervised Low-shot Instance Segmentation Moon Ye-Bin D. Choi Y. Kwon Junsik Kim Tae-Hyun Oh ISeg 17 6 0 20 Feb 2023
CD-FSOD: A Benchmark for Cross-domain Few-shot Object Detection Wuti Xiong 53 13 0 11 Oct 2022
FS-DETR: Few-Shot DEtection TRansformer with prompting and without re-training Adrian Bulat Ricardo Guerrero Brais Martínez Georgios Tzimiropoulos 26 30 0 10 Oct 2022
Exploring Effective Knowledge Transfer for Few-shot Object Detection Zhiyuan Zhao Qingjie Liu Yunhong Wang 19 8 0 05 Oct 2022
AcroFOD: An Adaptive Method for Cross-domain Few-shot Object Detection Yipeng Gao Lingxiao Yang Yunmu Huang Song Xie Shiyong Li Weihao Zheng ObjD 34 19 0 22 Sep 2022
Integrally Migrating Pre-trained Transformer Encoder-decoders for Visual Object Detection Feng Liu Xiaosong Zhang Zhiliang Peng Zonghao Guo Fang Wan Xian-Wei Ji QiXiang Ye ObjD 40 20 0 19 May 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,337 0 11 Nov 2021
Zero-shot Object Detection Through Vision-Language Embedding Alignment Johnathan Xie Shuai Zheng VLM ObjD 36 8 0 24 Sep 2021
Semantics-Guided Contrastive Network for Zero-Shot Object detection Caixia Yan Xiao Chang Minnan Luo Huan Liu Xiaoqin Zhang Qinghua Zheng ObjD VLM 59 59 0 04 Sep 2021
Hallucination Improves Few-Shot Object Detection Weilin Zhang Yu-xiong Wang ObjD 48 98 0 04 May 2021
Semantic Relation Reasoning for Shot-Stable Few-Shot Object Detection Chenchen Zhu Fangyi Chen Uzair Ahmed Zhiqiang Shen Marios Savvides ObjD 65 154 0 02 Mar 2021
Universal-Prototype Enhancing for Few-Shot Object Detection Aming Wu Yahong Han Linchao Zhu Yi Yang ObjD 26 83 0 01 Mar 2021
Free Lunch for Few-shot Learning: Distribution Calibration Shuo Yang Lu Liu Min Xu OODD 193 316 0 16 Jan 2021
Synthesizing the Unseen for Zero-shot Object Detection Nasir Hayat Munawar Hayat Shafin Rahman Salman Khan Syed Waqas Zamir F. Khan VLM ObjD 155 57 0 19 Oct 2020
Frustratingly Simple Few-Shot Object Detection Xin Wang Thomas E. Huang Trevor Darrell Joseph E. Gonzalez F. I. F. Richard Yu ObjD 75 535 0 16 Mar 2020
Meta R-CNN : Towards General Solver for Instance-level Few-shot Learning Xiaopeng Yan Ziliang Chen Anni Xu Xiaoxi Wang Xiaodan Liang Liang Lin ObjD 151 440 0 28 Sep 2019
Efficient Estimation of Word Representations in Vector Space Tomáš Mikolov Kai Chen G. Corrado J. Dean 3DV 228 29,632 0 16 Jan 2013