Matching Networks for One Shot Learning

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Matching Networks for One Shot Learning

13 June 2016

Charles Blundell

Timothy Lillicrap

Koray Kavukcuoglu

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Papers citing "Matching Networks for One Shot Learning"

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Title
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 916 5,858 0 05 Dec 2016
Deep Image Category Discovery using a Transferred Similarity Function Yen-Chang Hsu Zhaoyang Lv Z. Kira 72 15 0 05 Dec 2016
Dynamic Key-Value Memory Networks for Knowledge Tracing Jiani Zhang Xingjian Shi Irwin King Dit-Yan Yeung AI4Ed KELM 88 633 0 24 Nov 2016
LCNN: Lookup-based Convolutional Neural Network Hessam Bagherinezhad Mohammad Rastegari Ali Farhadi 77 90 0 20 Nov 2016
Learning to detect and localize many objects from few examples Bastien Moysset Christopher Kermorvant Christian Wolf ObjD 42 6 0 17 Nov 2016
Zero-Shot Visual Question Answering Damien Teney Anton Van Den Hengel 87 74 0 17 Nov 2016
Low Data Drug Discovery with One-shot Learning Han Altae-Tran Bharath Ramsundar Aneesh S. Pappu Vijay S. Pande 116 690 0 10 Nov 2016
RL $^2$ : Fast Reinforcement Learning via Slow Reinforcement Learning Yan Duan John Schulman Xi Chen Peter L. Bartlett Ilya Sutskever Pieter Abbeel OffRL 114 1,029 0 09 Nov 2016
Task Specific Adversarial Cost Function Antonia Creswell Anil A. Bharath AAML GAN 90 13 0 27 Sep 2016
Energy-based Generative Adversarial Network Jiaqi Zhao Michaël Mathieu Yann LeCun GAN 166 1,115 0 11 Sep 2016
Low-shot Visual Recognition by Shrinking and Hallucinating Features Bharath Hariharan Ross B. Girshick VLM 132 49 0 09 Jun 2016
Towards a Neural Statistician Harrison Edwards Amos Storkey BDL 124 428 0 07 Jun 2016