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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"
50 / 3,266 papers shown
Power Normalizing Second-order Similarity Network for Few-shot Learning
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Multimodal One-Shot Learning of Speech and Images
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Herman Kamper
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179
36
0
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Prototypical Clustering Networks for Dermatological Disease Diagnosis
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Shawn Schaffert
Murali Ravuri
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David Sontag
B. Williams
145
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07 Nov 2018
A Deep One-Shot Network for Query-based Logo Retrieval
A. Bhunia
A. Bhunia
S. Ghose
Abhirup Das
P. Roy
Umapada Pal
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ObjD
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04 Nov 2018
Class-Agnostic Counting
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Weidi Xie
Andrew Zisserman
196
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01 Nov 2018
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Konrad Paul Kording
125
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01 Nov 2018
Neural Nearest Neighbors Networks
Tobias Plötz
Stefan Roth
254
364
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30 Oct 2018
Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning
Arnab Kumar Mondal
Jose Dolz
Christian Desrosiers
GAN
MedIm
217
128
0
29 Oct 2018
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild
Lianghua Huang
Xin Zhao
Kaiqi Huang
456
1,643
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
469
871
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29 Oct 2018
Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks
Hang Gao
Zheng Shou
Alireza Zareian
Hanwang Zhang
Shih-Fu Chang
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232
148
0
27 Oct 2018
Training neural audio classifiers with few data
Jordi Pons
Joan Serrà
Xavier Serra
246
64
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
Yuan Yao
Zhiyuan Liu
Maosong Sun
SLR
213
671
0
24 Oct 2018
DropFilter: Dropout for Convolutions
Zhengsu Chen
96
4
0
23 Oct 2018
How to train your MAML
Antreas Antoniou
Harrison Edwards
Amos Storkey
324
856
0
22 Oct 2018
SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation
Xiaolin Zhang
Yunchao Wei
Yi Yang
Thomas Huang
VLM
464
545
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22 Oct 2018
Generative Low-Shot Network Expansion
Adi Hayat
M. Kliger
S. Fleishman
Daniel Cohen-Or
CLL
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83
0
0
19 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
134
68
0
19 Oct 2018
Transferrable Feature and Projection Learning with Class Hierarchy for Zero-Shot Learning
Aoxue Li
Zhiwu Lu
Jiechao Guan
Tao Xiang
Liwei Wang
Ji-Rong Wen
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119
21
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19 Oct 2018
Gradient Agreement as an Optimization Objective for Meta-Learning
Amir Erfan Eshratifar
David Eigen
Massoud Pedram
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0
18 Oct 2018
Incremental Few-Shot Learning with Attention Attractor Networks
Mengye Ren
Renjie Liao
Ethan Fetaya
R. Zemel
CLL
344
187
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16 Oct 2018
Strategies for Language Identification in Code-Mixed Low Resource Languages
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S. Sanand
122
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16 Oct 2018
Deep Reinforcement Learning
Yuxi Li
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OffRL
367
143
0
15 Oct 2018
Comparison-Based Convolutional Neural Networks for Cervical Cell/Clumps Detection in the Limited Data Scenario
Yixiong Liang
Zhihong Tang
Meng Yan
Jialin Chen
Qing Liu
Yao Xiang
362
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14 Oct 2018
Bird Species Classification using Transfer Learning with Multistage Training
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Akash Kumar
137
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09 Oct 2018
Fast Context Adaptation via Meta-Learning
L. Zintgraf
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Vitaly Kurin
Katja Hofmann
Shimon Whiteson
365
38
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08 Oct 2018
Meta-Learning: A Survey
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350
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08 Oct 2018
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Yifei Huang
Yuan Yao
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261
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08 Oct 2018
Task-Embedded Control Networks for Few-Shot Imitation Learning
Stephen James
Michael Bloesch
Andrew J. Davison
180
145
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Unsupervised Learning via Meta-Learning
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Sergey Levine
Chelsea Finn
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OffRL
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244
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Set Transformer: A Framework for Attention-based Permutation-Invariant Neural Networks
Juho Lee
Yoonho Lee
Jungtaek Kim
Adam R. Kosiorek
Seungjin Choi
Yee Whye Teh
455
269
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01 Oct 2018
Few-Shot Goal Inference for Visuomotor Learning and Planning
Annie Xie
Avi Singh
Sergey Levine
Chelsea Finn
OffRL
213
72
0
30 Sep 2018
Knowledge-guided Semantic Computing Network
Guangming Shi
Zhongqiang Zhang
Dahua Gao
Xuemei Xie
Yihao Feng
Xinrui Ma
Danhua Liu
118
11
0
29 Sep 2018
Open-Ended Content-Style Recombination Via Leakage Filtering
Karl Ridgeway
Michael C. Mozer
DRL
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95
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28 Sep 2018
Sample Efficient Adaptive Text-to-Speech
International Conference on Learning Representations (ICLR), 2018
Yutian Chen
Yannis Assael
Brendan Shillingford
David Budden
Scott E. Reed
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Ben Laurie
Çağlar Gülçehre
Aaron van den Oord
Oriol Vinyals
Nando de Freitas
208
160
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27 Sep 2018
Addressing Training Bias via Automated Image Annotation
Zhujun Xiao
Yanzi Zhu
Yuxin Chen
Ben Y. Zhao
Junchen Jiang
Haitao Zheng
153
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22 Sep 2018
A Meta-Learning Approach for Custom Model Training
Amir Erfan Eshratifar
M. Abrishami
David Eigen
Massoud Pedram
97
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21 Sep 2018
Distribution Networks for Open Set Learning
Chengsheng Mao
Liang Yao
Yuan Luo
OOD
164
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20 Sep 2018
Open-world Learning and Application to Product Classification
Hu Xu
Bing-Quan Liu
Lei Shu
P. Yu
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157
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0
17 Sep 2018
DocFace+: ID Document to Selfie Matching
Yichun Shi
Anil K. Jain
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288
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15 Sep 2018
Deep Learning in Information Security
S. Thaler
Vlado Menkovski
M. Petković
141
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12 Sep 2018
Are You Sure You Want To Do That? Classification with Verification
Harris Chan
Atef Chaudhury
Kevin Shen
93
0
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07 Sep 2018
Multi-Source Domain Adaptation with Mixture of Experts
Jiang Guo
Darsh J. Shah
Regina Barzilay
167
187
0
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Deep Bilevel Learning
Simon Jenni
Paolo Favaro
NoLa
170
120
0
05 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
187
76
0
30 Aug 2018
One-Shot Relational Learning for Knowledge Graphs
Wenhan Xiong
Mo Yu
Shiyu Chang
Xiaoxiao Guo
William Yang Wang
225
261
0
27 Aug 2018
COFGA: Classification Of Fine-Grained Features In Aerial Images
Eran Dahan
Tzvi Diskin
130
1
0
27 Aug 2018
Zero-shot Transfer Learning for Semantic Parsing
J. Dadashkarimi
Alexander R. Fabbri
S. Tatikonda
Dragomir R. Radev
140
4
0
27 Aug 2018
Meta-Learning for Low-Resource Neural Machine Translation
Jiatao Gu
Yong Wang
Yun Chen
Dong Wang
Victor O.K. Li
284
357
0
25 Aug 2018
Transfer Learning for Estimating Causal Effects using Neural Networks
Sören R. Künzel
Bradly C. Stadie
N. Vemuri
V. Ramakrishnan
Jasjeet Sekhon
Pieter Abbeel
CML
105
33
0
23 Aug 2018
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