Papers
Communities
Events
Blog
Pricing
Search
Open menu
Home
Papers
1606.04080
Cited By
Matching Networks for One Shot Learning
13 June 2016
Oriol Vinyals
Charles Blundell
Timothy Lillicrap
Koray Kavukcuoglu
Daan Wierstra
VLM
Re-assign community
ArXiv
PDF
HTML
Papers citing
"Matching Networks for One Shot Learning"
50 / 1,001 papers shown
Title
Adaptive Posterior Learning: few-shot learning with a surprise-based memory module
Tiago Ramalho
M. Garnelo
BDL
33
77
0
07 Feb 2019
'Squeeze & Excite' Guided Few-Shot Segmentation of Volumetric Images
Abhijit Guha Roy
Shayan Siddiqui
Sebastian Polsterl
Nassir Navab
Christian Wachinger
19
181
0
04 Feb 2019
Few-shot Learning with Meta Metric Learners
Yu Cheng
Mo Yu
Xiaoxiao Guo
Bowen Zhou
22
19
0
26 Jan 2019
Attentive Neural Processes
Hyunjik Kim
A. Mnih
Jonathan Richard Schwarz
M. Garnelo
S. M. Ali Eslami
Dan Rosenbaum
Oriol Vinyals
Yee Whye Teh
36
429
0
17 Jan 2019
Toward Multimodal Model-Agnostic Meta-Learning
Risto Vuorio
Shao-Hua Sun
Hexiang Hu
Joseph J. Lim
53
31
0
18 Dec 2018
Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions
Han-Jia Ye
Hexiang Hu
De-Chuan Zhan
Fei Sha
50
656
0
10 Dec 2018
Disjoint Label Space Transfer Learning with Common Factorised Space
Xiaobin Chang
Yongxin Yang
Tao Xiang
Timothy M. Hospedales
DRL
24
55
0
06 Dec 2018
Meta-Transfer Learning for Few-Shot Learning
Qianru Sun
Yaoyao Liu
Tat-Seng Chua
Bernt Schiele
75
1,057
0
06 Dec 2018
Auto-Encoding Scene Graphs for Image Captioning
Xu Yang
Kaihua Tang
Hanwang Zhang
Jianfei Cai
21
692
0
06 Dec 2018
The effects of negative adaptation in Model-Agnostic Meta-Learning
T. Deleu
Yoshua Bengio
17
20
0
05 Dec 2018
Learning to Explain with Complemental Examples
Atsushi Kanehira
Tatsuya Harada
12
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
19
59
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
42
1,390
0
03 Dec 2018
Unsupervised Control Through Non-Parametric Discriminative Rewards
David Warde-Farley
T. Wiele
Tejas D. Kulkarni
Catalin Ionescu
S. Hansen
Volodymyr Mnih
DRL
OffRL
SSL
33
172
0
28 Nov 2018
Recent Advances in Open Set Recognition: A Survey
Chuanxing Geng
Sheng-Jun Huang
Songcan Chen
BDL
ObjD
36
756
0
21 Nov 2018
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
26
62
0
19 Nov 2018
Concept Learning through Deep Reinforcement Learning with Memory-Augmented Neural Networks
Jing Shi
Jiaming Xu
Yiqun Yao
Bo Xu
28
24
0
15 Nov 2018
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild
Lianghua Huang
Xin Zhao
Kaiqi Huang
31
1,322
0
29 Oct 2018
Learning to Learn without Forgetting by Maximizing Transfer and Minimizing Interference
Matthew D Riemer
Ignacio Cases
R. Ajemian
Miao Liu
Irina Rish
Y. Tu
Gerald Tesauro
CLL
20
765
0
29 Oct 2018
Training neural audio classifiers with few data
Jordi Pons
Joan Serrà
Xavier Serra
8
57
0
24 Oct 2018
FewRel: A Large-Scale Supervised Few-Shot Relation Classification Dataset with State-of-the-Art Evaluation
Xu Han
Hao Zhu
Pengfei Yu
Ziyun Wang
Y. Yao
Zhiyuan Liu
Maosong Sun
SLR
19
601
0
24 Oct 2018
SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation
Xiaolin Zhang
Yunchao Wei
Yi Yang
Thomas Huang
VLM
20
457
0
22 Oct 2018
Zero and Few Shot Learning with Semantic Feature Synthesis and Competitive Learning
Zhiwu Lu
Jiechao Guan
Aoxue Li
Tao Xiang
An Zhao
Ji-Rong Wen
20
64
0
19 Oct 2018
Incremental Few-Shot Learning with Attention Attractor Networks
Mengye Ren
Renjie Liao
Ethan Fetaya
R. Zemel
CLL
24
181
0
16 Oct 2018
Fast Context Adaptation via Meta-Learning
L. Zintgraf
K. Shiarlis
Vitaly Kurin
Katja Hofmann
Shimon Whiteson
18
37
0
08 Oct 2018
Meta-Learning: A Survey
Joaquin Vanschoren
FedML
OOD
13
756
0
08 Oct 2018
Task-Embedded Control Networks for Few-Shot Imitation Learning
Stephen James
Michael Bloesch
Andrew J. Davison
23
134
0
08 Oct 2018
Unsupervised Learning via Meta-Learning
Kyle Hsu
Sergey Levine
Chelsea Finn
SSL
OffRL
26
229
0
04 Oct 2018
Few-Shot Goal Inference for Visuomotor Learning and Planning
Annie Xie
Avi Singh
Sergey Levine
Chelsea Finn
OffRL
34
71
0
30 Sep 2018
Sample Efficient Adaptive Text-to-Speech
Yutian Chen
Yannis Assael
Brendan Shillingford
David Budden
Scott E. Reed
...
Ben Laurie
Çağlar Gülçehre
Aaron van den Oord
Oriol Vinyals
Nando de Freitas
22
149
0
27 Sep 2018
Open-world Learning and Application to Product Classification
Hu Xu
Bing-Quan Liu
Lei Shu
P. Yu
CLL
VLM
19
110
0
17 Sep 2018
Towards Effective Deep Embedding for Zero-Shot Learning
Lei Zhang
Peng Wang
Lingqiao Liu
Chunhua Shen
Wei Wei
Yanning Zhang
Anton Van Den Hengel
VLM
8
71
0
30 Aug 2018
Zero-shot Transfer Learning for Semantic Parsing
J. Dadashkarimi
Alexander R. Fabbri
S. Tatikonda
Dragomir R. Radev
18
4
0
27 Aug 2018
Improving Generalization via Scalable Neighborhood Component Analysis
Zhirong Wu
Alexei A. Efros
Stella X. Yu
BDL
19
143
0
14 Aug 2018
Saliency for Fine-grained Object Recognition in Domains with Scarce Training Data
Carola Figueroa Flores
Abel Gonzalez-Garcia
Joost van de Weijer
Bogdan Raducanu
11
50
0
01 Aug 2018
The Variational Homoencoder: Learning to learn high capacity generative models from few examples
Luke B. Hewitt
Maxwell Nye
Andreea Gane
Tommi Jaakkola
J. Tenenbaum
BDL
DRL
GAN
28
68
0
24 Jul 2018
Modeling Taxi Drivers' Behaviour for the Next Destination Prediction
Alberto Rossi
Gianni Barlacchi
Monica Bianchini
Bruno Lepri
8
31
0
21 Jul 2018
A Simple Unified Framework for Detecting Out-of-Distribution Samples and Adversarial Attacks
Kimin Lee
Kibok Lee
Honglak Lee
Jinwoo Shin
OODD
21
1,994
0
10 Jul 2018
Learning models for visual 3D localization with implicit mapping
Dan Rosenbaum
F. Besse
Fabio Viola
Danilo Jimenez Rezende
S. M. Ali Eslami
20
30
0
04 Jul 2018
Uncertainty in Multitask Transfer Learning
Alexandre Lacoste
Boris N. Oreshkin
Wonchang Chung
Thomas Boquet
Negar Rostamzadeh
David M. Krueger
BDL
UQCV
SSL
24
21
0
20 Jun 2018
DynMat, a network that can learn after learning
J. H. Lee
OffRL
19
5
0
16 Jun 2018
Cross-modal Hallucination for Few-shot Fine-grained Recognition
Frederik Pahde
P. Jähnichen
T. Klein
Moin Nabi
24
21
0
13 Jun 2018
Data augmentation instead of explicit regularization
Alex Hernández-García
Peter König
30
141
0
11 Jun 2018
Large-scale Bisample Learning on ID Versus Spot Face Recognition
Xiangyu Zhu
Hao Liu
Zhen Lei
Hailin Shi
Fan Yang
Dong Yi
Guojun Qi
Stan Z. Li
CVBM
24
47
0
08 Jun 2018
Learning a Prior over Intent via Meta-Inverse Reinforcement Learning
Kelvin Xu
Ellis Ratner
Anca Dragan
Sergey Levine
Chelsea Finn
27
66
0
31 May 2018
Few-Shot Segmentation Propagation with Guided Networks
Kate Rakelly
Evan Shelhamer
Trevor Darrell
Alexei A. Efros
Sergey Levine
37
118
0
25 May 2018
Learning to Propagate Labels: Transductive Propagation Network for Few-shot Learning
Yanbin Liu
Juho Lee
Minseop Park
Saehoon Kim
Eunho Yang
Sung Ju Hwang
Yi Yang
20
665
0
25 May 2018
Meta-Learning Probabilistic Inference For Prediction
Jonathan Gordon
J. Bronskill
Matthias Bauer
Sebastian Nowozin
Richard Turner
BDL
45
263
0
24 May 2018
Do Better ImageNet Models Transfer Better?
Simon Kornblith
Jonathon Shlens
Quoc V. Le
OOD
MLT
58
1,308
0
23 May 2018
Task-Agnostic Meta-Learning for Few-shot Learning
Muhammad Abdullah Jamal
Guo-Jun Qi
M. Shah
37
456
0
20 May 2018
Previous
1
2
3
...
18
19
20
21
Next