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Few-Shot Learning with Geometric Constraints

Few-Shot Learning with Geometric Constraints

20 March 2020
Hong G Jung
Seong-Whan Lee
ArXivPDFHTML

Papers citing "Few-Shot Learning with Geometric Constraints"

7 / 7 papers shown
Title
Joint Neural Networks for One-shot Object Recognition and Detection
Joint Neural Networks for One-shot Object Recognition and Detection
Camilo Vargas
Qianni Zhang
E. Izquierdo
ObjD
VLM
32
0
0
01 Aug 2024
Spatial Reasoning for Few-Shot Object Detection
Spatial Reasoning for Few-Shot Object Detection
Geonuk Kim
Ho-Choul Jung
Seong-Whan Lee
ObjD
25
33
0
02 Nov 2022
Not All Instances Contribute Equally: Instance-adaptive Class
  Representation Learning for Few-Shot Visual Recognition
Not All Instances Contribute Equally: Instance-adaptive Class Representation Learning for Few-Shot Visual Recognition
M. Han
Yibing Zhan
Yong Luo
Bo Du
Han Hu
Yonggang Wen
Dacheng Tao
19
6
0
07 Sep 2022
SGMNet: Scene Graph Matching Network for Few-Shot Remote Sensing Scene
  Classification
SGMNet: Scene Graph Matching Network for Few-Shot Remote Sensing Scene Classification
Baoquan Zhang
Shanshan Feng
Xutao Li
Yunming Ye
Rui Ye
8
39
0
09 Oct 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot
  Learning for Structured Data
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data
Yang Hu
Adriane P. Chapman
Guihua Wen
Dame Wendy Hall
34
24
0
11 Jun 2021
An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning
An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning
Yaoyao Liu
Bernt Schiele
Qianru Sun
BDL
17
128
0
17 Apr 2019
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks
Chelsea Finn
Pieter Abbeel
Sergey Levine
OOD
243
11,677
0
09 Mar 2017
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