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1606.04080
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Matching Networks for One Shot Learning
13 June 2016
Oriol Vinyals
Charles Blundell
Timothy Lillicrap
Koray Kavukcuoglu
Daan Wierstra
VLM
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Papers citing
"Matching Networks for One Shot Learning"
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Title
Addressing Catastrophic Forgetting in Few-Shot Problems
Pauching Yap
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85
19
0
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Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation
Nithin Holla
Pushkar Mishra
H. Yannakoudakis
Ekaterina Shutova
88
28
0
29 Apr 2020
Zero-Shot Learning and its Applications from Autonomous Vehicles to COVID-19 Diagnosis: A Review
Mahdi Rezaei
Mahsa Shahidi
115
55
0
29 Apr 2020
Meta-Learning for Few-Shot Land Cover Classification
M. Rußwurm
Sherrie Wang
Marco Körner
David B. Lobell
83
84
0
28 Apr 2020
Learning to Learn Morphological Inflection for Resource-Poor Languages
Katharina Kann
Samuel R. Bowman
Kyunghyun Cho
33
9
0
28 Apr 2020
Empirical Bayes Transductive Meta-Learning with Synthetic Gradients
S. Hu
Pablo G. Moreno
Yanghua Xiao
Xin Shen
G. Obozinski
Neil D. Lawrence
Andreas C. Damianou
BDL
94
125
0
27 Apr 2020
MICK: A Meta-Learning Framework for Few-shot Relation Classification with Small Training Data
Xiaoqing Geng
Xiwen Chen
Kenny Q. Zhu
Libin Shen
Yinggong Zhao
22
1
0
26 Apr 2020
A Perspective on Deep Learning for Molecular Modeling and Simulations
Jun Zhang
Yao-Kun Lei
Zhen Zhang
Junhan Chang
Maodong Li
Xu Han
Lijiang Yang
Yue Yang
Y. Gao
AI4CE
116
8
0
25 Apr 2020
Few-Shot Class-Incremental Learning
Xiaoyu Tao
Xiaopeng Hong
Xinyuan Chang
Songlin Dong
Xing Wei
Yihong Gong
CLL
104
419
0
23 Apr 2020
Learning to Classify Intents and Slot Labels Given a Handful of Examples
Jason Krone
Yi Zhang
Mona T. Diab
VLM
82
47
0
22 Apr 2020
Diagram Image Retrieval using Sketch-Based Deep Learning and Transfer Learning
Manish Bhattarai
Diane Oyen
Juan Castorena
Liping Yang
B. Wohlberg
26
9
0
22 Apr 2020
Alleviating the Incompatibility between Cross Entropy Loss and Episode Training for Few-shot Skin Disease Classification
Wei-wei Zhu
Haofu Liao
Wenbin Li
Weijian Li
Jiebo Luo
86
17
0
21 Apr 2020
Quality Guided Sketch-to-Photo Image Synthesis
Uche M. Osahor
Hadi Kazemi
Ali Dabouei
Nasser M. Nasrabadi
GAN
65
17
0
20 Apr 2020
OSLNet: Deep Small-Sample Classification with an Orthogonal Softmax Layer
Xiaoxu Li
Dongliang Chang
Zhanyu Ma
Zheng-Hua Tan
Jing-Hao Xue
Jie Cao
Jingyi Yu
Jun Guo
104
32
0
20 Apr 2020
Dynamic Knowledge Graph-based Dialogue Generation with Improved Adversarial Meta-Learning
Hongcai Xu
J. Bao
Gaojie Zhang
82
8
0
19 Apr 2020
Knowledge-graph based Proactive Dialogue Generation with Improved Meta-Learning
Hongcai Xu
J. Bao
Junqing Wang
63
9
0
19 Apr 2020
Meta-Meta Classification for One-Shot Learning
Arkabandhu Chowdhury
Dipak Chaudhari
Swarat Chaudhuri
C. Jermaine
74
5
0
17 Apr 2020
A Comprehensive Overview and Survey of Recent Advances in Meta-Learning
Huimin Peng
VLM
OffRL
121
35
0
17 Apr 2020
Divergent Search for Few-Shot Image Classification
Jeremy Tan
Bernhard Kainz
45
0
0
16 Apr 2020
Continual Learning for Anomaly Detection in Surveillance Videos
Keval Doshi
Y. Yilmaz
392
110
0
15 Apr 2020
Defining Benchmarks for Continual Few-Shot Learning
Antreas Antoniou
Massimiliano Patacchiola
Mateusz Ochal
Amos Storkey
56
38
0
15 Apr 2020
Regularizing Meta-Learning via Gradient Dropout
Hung-Yu Tseng
Yi-Wen Chen
Yi-Hsuan Tsai
Sifei Liu
Yen-Yu Lin
Ming-Hsuan Yang
66
34
0
13 Apr 2020
Diversity Helps: Unsupervised Few-shot Learning via Distribution Shift-based Data Augmentation
Tiexin Qin
Wenbin Li
Yinghuan Shi
Yang Gao
69
16
0
13 Apr 2020
Pre-training Text Representations as Meta Learning
Shangwen Lv
Yuechen Wang
Daya Guo
Duyu Tang
Nan Duan
...
Ryan Ma
Daxin Jiang
Guihong Cao
Ming Zhou
Songlin Hu
AIMat
SSL
AI4CE
36
9
0
12 Apr 2020
OpenMix: Reviving Known Knowledge for Discovering Novel Visual Categories in An Open World
Zhun Zhong
Linchao Zhu
Shaozi Li
Shaozi Li
Yi Yang
N. Sebe
VLM
CLL
86
117
0
12 Apr 2020
Meta-Learning in Neural Networks: A Survey
Timothy M. Hospedales
Antreas Antoniou
P. Micaelli
Amos Storkey
OOD
418
2,004
0
11 Apr 2020
MA 3 : Model Agnostic Adversarial Augmentation for Few Shot learning
Rohit Jena
Shirsendu Sukanta Halder
Katia Sycara
VLM
20
1
0
10 Apr 2020
Training few-shot classification via the perspective of minibatch and pretraining
Meiyu Huang
Xueshuang Xiang
Yao Xu
VLM
13
2
0
10 Apr 2020
Orthogonal Over-Parameterized Training
Weiyang Liu
Rongmei Lin
Zhen Liu
James M. Rehg
Liam Paull
Li Xiong
Le Song
Adrian Weller
82
45
0
09 Apr 2020
Online Meta-Learning for Multi-Source and Semi-Supervised Domain Adaptation
Da Li
Timothy M. Hospedales
84
103
0
09 Apr 2020
Universal Source-Free Domain Adaptation
Jogendra Nath Kundu
Naveen Venkat
V. RahulM.
R. Venkatesh Babu
VLM
TTA
88
344
0
09 Apr 2020
Empirical Perspectives on One-Shot Semi-supervised Learning
L. Smith
A. Conovaloff
31
1
0
08 Apr 2020
Challenges in Vessel Behavior and Anomaly Detection: From Classical Machine Learning to Deep Learning
Lucas May Petry
Amílcar Soares Júnior
V. Bogorny
Bruno Brandoli
Stan Matwin
81
27
0
07 Apr 2020
More Data, More Relations, More Context and More Openness: A Review and Outlook for Relation Extraction
Xu Han
Tianyu Gao
Yankai Lin
Hao Peng
Yaoliang Yang
Chaojun Xiao
Zhiyuan Liu
Peng Li
Maosong Sun
Jie Zhou
111
138
0
07 Apr 2020
Objectness-Aware Few-Shot Semantic Segmentation
Yinan Zhao
Brian L. Price
Scott D. Cohen
Danna Gurari
VLM
37
1
0
06 Apr 2020
Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length Pairs
Seong Min Kye
Youngmoon Jung
Haebeom Lee
Sung Ju Hwang
Hoirin Kim
124
51
0
06 Apr 2020
Any-Shot Sequential Anomaly Detection in Surveillance Videos
Keval Doshi
Y. Yilmaz
148
75
0
05 Apr 2020
Optimization of Image Embeddings for Few Shot Learning
Arvind Srinivasan
Aprameya Bharadwaj
M. Sathyan
S. Natarajan
46
25
0
04 Apr 2020
Knowledge Guided Metric Learning for Few-Shot Text Classification
Dianbo Sui
Yubo Chen
B. Mao
Delai Qiu
Kang Liu
Jun Zhao
56
25
0
04 Apr 2020
CG-BERT: Conditional Text Generation with BERT for Generalized Few-shot Intent Detection
Congying Xia
Chenwei Zhang
Hoang Nguyen
Jiawei Zhang
Philip Yu
57
43
0
04 Apr 2020
Gradient Centralization: A New Optimization Technique for Deep Neural Networks
Hongwei Yong
Jianqiang Huang
Xiansheng Hua
Lei Zhang
ODL
100
188
0
03 Apr 2020
Sequential Learning for Domain Generalization
Da Li
Yongxin Yang
Yi-Zhe Song
Timothy M. Hospedales
OOD
68
33
0
03 Apr 2020
Guided Variational Autoencoder for Disentanglement Learning
Zheng Ding
Yifan Xu
Weijian Xu
Gaurav Parmar
Yang Yang
Max Welling
Zhuowen Tu
DRL
CoGe
63
109
0
02 Apr 2020
ProxyNCA++: Revisiting and Revitalizing Proxy Neighborhood Component Analysis
Eu Wern Teh
Terrance Devries
Graham W. Taylor
87
159
0
02 Apr 2020
Learning to Segment the Tail
Xinting Hu
Yi Jiang
Kaihua Tang
Jingyuan Chen
Chunyan Miao
Hanwang Zhang
VLM
CLL
102
83
0
02 Apr 2020
Scene-Adaptive Video Frame Interpolation via Meta-Learning
Myungsub Choi
Janghoon Choi
Sungyong Baik
Tae Hyun Kim
Kyoung Mu Lee
93
46
0
02 Apr 2020
Revisiting Pose-Normalization for Fine-Grained Few-Shot Recognition
Luming Tang
Davis Wertheimer
B. Hariharan
77
50
0
01 Apr 2020
Learning to Select Base Classes for Few-shot Classification
Linjun Zhou
Peng Cui
Xu Jia
Shiqiang Yang
Q. Tian
94
26
0
01 Apr 2020
Self-Augmentation: Generalizing Deep Networks to Unseen Classes for Few-Shot Learning
Jinhwan Seo
Hong G Jung
Seong-Whan Lee
SSL
72
39
0
01 Apr 2020
Revisiting Few-shot Activity Detection with Class Similarity Control
Huijuan Xu
Ximeng Sun
Eric Tzeng
Abir Das
Kate Saenko
Trevor Darrell
98
9
0
31 Mar 2020
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