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2003.09151
Cited By
Few-Shot Learning with Geometric Constraints
IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2020
20 March 2020
Hong G Jung
Seong-Whan Lee
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Papers citing
"Few-Shot Learning with Geometric Constraints"
14 / 14 papers shown
Joint Neural Networks for One-shot Object Recognition and Detection
Camilo Vargas
Qianni Zhang
E. Izquierdo
ObjD
VLM
328
0
0
01 Aug 2024
Few-Shot Anomaly Detection via Category-Agnostic Registration Learning
Chaoqin Huang
Haoyan Guan
Aofan Jiang
Yanfeng Wang
Michael W. Spratling
Xinchao Wang
Ya Zhang
452
16
0
13 Jun 2024
Uncertainty-Aware Distillation for Semi-Supervised Few-Shot Class-Incremental Learning
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2023
Yawen Cui
Wanxia Deng
Haoyu Chen
Li Liu
CLL
244
41
0
24 Jan 2023
Spatial Reasoning for Few-Shot Object Detection
Pattern Recognition (Pattern Recogn.), 2022
Geonuk Kim
Ho-Choul Jung
Seong-Whan Lee
ObjD
250
41
0
02 Nov 2022
Not All Instances Contribute Equally: Instance-adaptive Class Representation Learning for Few-Shot Visual Recognition
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2022
M. Han
Yibing Zhan
Yong Luo
Bo Du
Han Hu
Yonggang Wen
Dacheng Tao
222
8
0
07 Sep 2022
Few-Shot Object Detection: A Comprehensive Survey
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Mona Köhler
M. Eisenbach
H. Groß
ObjD
395
110
0
22 Dec 2021
An Explicit-Joint and Supervised-Contrastive Learning Framework for Few-Shot Intent Classification and Slot Filling
Han Liu
Feng Zhang
Xiaotong Zhang
Siyan Zhao
Xianchao Zhang
305
22
0
26 Oct 2021
SGMNet: Scene Graph Matching Network for Few-Shot Remote Sensing Scene Classification
IEEE Transactions on Geoscience and Remote Sensing (TGRS), 2021
Baoquan Zhang
Shanshan Feng
Xutao Li
Yunming Ye
Rui Ye
240
55
0
09 Oct 2021
Disentangled Feature Representation for Few-shot Image Classification
IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2021
Hao Cheng
Yufei Wang
Haoliang Li
Alex C. Kot
Bihan Wen
259
46
0
26 Sep 2021
GC-TTS: Few-shot Speaker Adaptation with Geometric Constraints
Ji-Hoon Kim
Sang-Hoon Lee
Ji-Hyun Lee
Hong G Jung
Seong-Whan Lee
504
8
0
16 Aug 2021
What Can Knowledge Bring to Machine Learning? -- A Survey of Low-shot Learning for Structured Data
ACM Transactions on Intelligent Systems and Technology (ACM TIST), 2021
Yang Hu
Adriane P. Chapman
Guihua Wen
Dame Wendy Hall
325
27
0
11 Jun 2021
High-order structure preserving graph neural network for few-shot learning
IEEE Internet of Things Journal (IEEE IoT J.), 2020
Guangfeng Lin
Ying Yang
Y. Fan
Xiao-bing Kang
Kaiyang Liao
Fan Zhao
259
6
0
29 May 2020
Gradual Relation Network: Decoding Intuitive Upper Extremity Movement Imaginations Based on Few-Shot EEG Learning
Kyung-Hwan Shim
Ji-Hoon Jeong
Seong-Whan Lee
170
3
0
06 May 2020
An Ensemble of Epoch-wise Empirical Bayes for Few-shot Learning
Yaoyao Liu
Bernt Schiele
Qianru Sun
BDL
515
135
0
17 Apr 2019
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