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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
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Prototypical Metric Transfer Learning for Continuous Speech Keyword Spotting With Limited Training Data
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Pulkit Kumar
Muktabh Mayank Srivastava
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12 Jan 2019
Large-scale Collaborative Filtering with Product Embeddings
Thom Lake
Sinead Williamson
Alexander T. Hawk
Christopher C. Johnson
Benjamin Wing
42
10
0
11 Jan 2019
FIGR: Few-shot Image Generation with Reptile
Louis Clouâtre
Marc Demers
GAN
VLM
57
98
0
08 Jan 2019
Low-Shot Learning from Imaginary 3D Model
Frederik Pahde
M. Puscas
Jannik Wolff
T. Klein
N. Sebe
Moin Nabi
90
11
0
04 Jan 2019
Learning From Less Data: A Unified Data Subset Selection and Active Learning Framework for Computer Vision
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Rishabh K. Iyer
Suraj Kothawade
Rohan Mahadev
Khoshrav Doctor
Ganesh Ramakrishnan
67
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03 Jan 2019
Multi-class Classification without Multi-class Labels
Yen-Chang Hsu
Zhaoyang Lv
Joel Schlosser
Phillip Odom
Z. Kira
96
168
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02 Jan 2019
Similarity R-C3D for Few-shot Temporal Activity Detection
Huijuan Xu
Bingyi Kang
Ximeng Sun
Jiashi Feng
Kate Saenko
Trevor Darrell
76
11
0
25 Dec 2018
Meta Architecture Search
Albert Eaton Shaw
Wei Wei
Weiyang Liu
Le Song
Bo Dai
BDL
73
35
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22 Dec 2018
Learning Compositional Representations for Few-Shot Recognition
P. Tokmakov
Yu-Xiong Wang
M. Hebert
OCL
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126
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21 Dec 2018
Deep Metric Transfer for Label Propagation with Limited Annotated Data
Bin Liu
Zhirong Wu
Han Hu
Stephen Lin
84
62
0
20 Dec 2018
Modular meta-learning in abstract graph networks for combinatorial generalization
Ferran Alet
Maria Bauzá
Alberto Rodriguez
Tomas Lozano-Perez
L. Kaelbling
GNN
69
3
0
19 Dec 2018
Generative One-Shot Learning (GOL): A Semi-Parametric Approach to One-Shot Learning in Autonomous Vision
Sorin Grigorescu
GAN
VLM
57
13
0
19 Dec 2018
FML: Face Model Learning from Videos
A. Tewari
Florian Bernard
Pablo Garrido
Gaurav Bharaj
Mohamed A. Elgharib
Hans-Peter Seidel
P. Pérez
Michael Zollhöfer
Christian Theobalt
CVBM
3DH
86
152
0
18 Dec 2018
Toward Multimodal Model-Agnostic Meta-Learning
Risto Vuorio
Shao-Hua Sun
Hexiang Hu
Joseph J. Lim
95
32
0
18 Dec 2018
Few-shot classification in Named Entity Recognition Task
Alexander Fritzler
V. Logacheva
M. Kretov
87
199
0
14 Dec 2018
Reconciling meta-learning and continual learning with online mixtures of tasks
Ghassen Jerfel
Erin Grant
Thomas Griffiths
Katherine A. Heller
FedML
CLL
BDL
112
12
0
14 Dec 2018
Prior-Knowledge and Attention-based Meta-Learning for Few-Shot Learning
Yunxiao Qin
Weiguo Zhang
Chenxu Zhao
Zezheng Wang
Xiangyu Zhu
Guojun Qi
Jingping Shi
Zhen Lei
74
24
0
11 Dec 2018
Learning What to Remember: Long-term Episodic Memory Networks for Learning from Streaming Data
Hyunwoo Jung
Moonsu Han
Minki Kang
Sung Ju Hwang
CLL
KELM
RALM
53
5
0
11 Dec 2018
Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions
Han-Jia Ye
Hexiang Hu
De-Chuan Zhan
Fei Sha
205
670
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10 Dec 2018
Disjoint Label Space Transfer Learning with Common Factorised Space
Xiaobin Chang
Yongxin Yang
Tao Xiang
Timothy M. Hospedales
DRL
106
55
0
06 Dec 2018
ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection
D. Cozzolino
Justus Thies
Andreas Rossler
Christian Riess
Matthias Nießner
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AAML
94
270
0
06 Dec 2018
Meta-Transfer Learning for Few-Shot Learning
Qianru Sun
Yaoyao Liu
Tat-Seng Chua
Bernt Schiele
227
1,075
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06 Dec 2018
Auto-Encoding Scene Graphs for Image Captioning
Xu Yang
Kaihua Tang
Hanwang Zhang
Jianfei Cai
179
703
0
06 Dec 2018
Continual Learning Augmented Investment Decisions
Daniel Philps
Tillman Weyde
Artur Garcez
R. Batchelor
53
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0
06 Dec 2018
The effects of negative adaptation in Model-Agnostic Meta-Learning
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Yoshua Bengio
89
20
0
05 Dec 2018
Few-shot Object Detection via Feature Reweighting
Bingyi Kang
Zhuang Liu
Xin Wang
Feng Yu
Jiashi Feng
Trevor Darrell
ObjD
OffRL
129
701
0
05 Dec 2018
Meta Learning Deep Visual Words for Fast Video Object Segmentation
Harkirat Singh Behl
M. Najafi
Anurag Arnab
Philip Torr
VOS
56
18
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04 Dec 2018
Learning to Explain with Complemental Examples
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Tatsuya Harada
102
40
0
04 Dec 2018
Learning to match transient sound events using attentional similarity for few-shot sound recognition
Szu-Yu Chou
Kai-Hsiang Cheng
J. Jang
Yi-Hsuan Yang
104
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0
04 Dec 2018
LEAF: A Benchmark for Federated Settings
S. Caldas
Sai Meher Karthik Duddu
Peter Wu
Tian Li
Jakub Konecný
H. B. McMahan
Virginia Smith
Ameet Talwalkar
FedML
171
1,425
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03 Dec 2018
Transferring Knowledge across Learning Processes
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Pablo G. Moreno
Neil D. Lawrence
Andreas C. Damianou
57
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0
03 Dec 2018
Cross-Modulation Networks for Few-Shot Learning
Hugo Prol
Vincent Dumoulin
Luis Herranz
71
15
0
01 Dec 2018
Unsupervised Meta-Learning For Few-Shot Image Classification
Siavash Khodadadeh
Ladislau Bölöni
M. Shah
SSL
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71
140
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28 Nov 2018
Formulating Camera-Adaptive Color Constancy as a Few-shot Meta-Learning Problem
Jingyu Sun
Sarah Parisot
Fengwei Zhou
Xingzhi Zhang
A. Leonardis
Zhenguo Li
Greg Slabaugh
43
8
0
28 Nov 2018
One-Shot Instance Segmentation
Claudio Michaelis
Ivan Ustyuzhaninov
Matthias Bethge
Alexander S. Ecker
ISeg
109
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0
28 Nov 2018
Unsupervised Control Through Non-Parametric Discriminative Rewards
David Warde-Farley
T. Wiele
Tejas D. Kulkarni
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Steven Hansen
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DRL
OffRL
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101
178
0
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Tackling Early Sparse Gradients in Softmax Activation Using Leaky Squared Euclidean Distance
Wei Shen
Rujie Liu
27
1
0
27 Nov 2018
Self Paced Adversarial Training for Multimodal Few-shot Learning
Frederik Pahde
O. Ostapenko
P. Jähnichen
T. Klein
Moin Nabi
73
25
0
22 Nov 2018
Recent Advances in Open Set Recognition: A Survey
Chuanxing Geng
Sheng-Jun Huang
Songcan Chen
BDL
ObjD
182
776
0
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Guiding Policies with Language via Meta-Learning
John D. Co-Reyes
Abhishek Gupta
Suvansh Sanjeev
Nick Altieri
Jacob Andreas
John DeNero
Pieter Abbeel
Sergey Levine
LM&Ro
85
64
0
19 Nov 2018
Representation based and Attention augmented Meta learning
Yunxiao Qin
Chenxu Zhao
Zezheng Wang
Junliang Xing
Jun Wan
Zhen Lei
37
1
0
19 Nov 2018
RelationNet2: Deep Comparison Columns for Few-Shot Learning
Xueting Zhang
Yuting Qiang
Flood Sung
Yongxin Yang
Timothy M. Hospedales
64
18
0
17 Nov 2018
Data-Efficient Graph Embedding Learning for PCB Component Detection
Chia-Wen Kuo
Jacob Ashmore
David Huggins
Z. Kira
28
47
0
16 Nov 2018
Concept Learning through Deep Reinforcement Learning with Memory-Augmented Neural Networks
Jing Shi
Jiaming Xu
Yiqun Yao
Bo Xu
73
24
0
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Few-shot Learning for Named Entity Recognition in Medical Text
Maximilian Hofer
Andrey Kormilitzin
Paul W. Goldberg
A. Nevado-Holgado
82
65
0
13 Nov 2018
Power Normalizing Second-order Similarity Network for Few-shot Learning
Hongguang Zhang
Piotr Koniusz
75
59
0
10 Nov 2018
Multimodal One-Shot Learning of Speech and Images
Ryan Eloff
H. Engelbrecht
Herman Kamper
SSL
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57
35
0
09 Nov 2018
Prototypical Clustering Networks for Dermatological Disease Diagnosis
Siyu Dai
Shawn Schaffert
Murali Ravuri
Manish Chablani
David Sontag
B. Williams
78
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0
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A Deep One-Shot Network for Query-based Logo Retrieval
A. Bhunia
A. Bhunia
S. Ghose
Abhirup Das
P. Roy
Umapada Pal
VLM
ObjD
115
25
0
04 Nov 2018
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