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Matching Networks for One Shot Learning

13 June 2016

Papers citing "Matching Networks for One Shot Learning"

50 / 3,260 papers shown

Title
Rotation Adaptive Visual Object Tracking with Motion Consistency Litu Rout Sidhartha R. S. S. Gorthi Deepak Mishra 159 12 0 18 Sep 2017
One-Shot Learning for Semantic Segmentation Amirreza Shaban Shray Bansal Ziqiang Liu Irfan Essa Byron Boots SSeg VLM 297 814 0 11 Sep 2017
A Neural Language Model for Dynamically Representing the Meanings of Unknown Words and Entities in a Discourse Sosuke Kobayashi Naoaki Okazaki Kentaro Inui KELM 156 14 0 06 Sep 2017
Learning Non-Metric Visual Similarity for Image Retrieval Noa Garcia George Vogiatzis 124 39 0 05 Sep 2017
Robust Task Clustering for Deep Many-Task Learning Mo Yu Xiaoxiao Guo Jinfeng Yi Shiyu Chang Saloni Potdar Gerald Tesauro Haoyu Wang Bowen Zhou 176 1 0 26 Aug 2017
$k$ -Nearest Neighbor Augmented Neural Networks for Text Classification Zhiguo Wang Wael Hamza Linfeng Song RALM 112 17 0 25 Aug 2017
Dynamic Input Structure and Network Assembly for Few-Shot Learning Nathan Hilliard Nathan Oken Hodas Court D. Corley 115 5 0 22 Aug 2017
Gaussian Prototypical Networks for Few-Shot Learning on Omniglot Stanislav Fort 96 89 0 09 Aug 2017
Learning Algorithms for Active Learning Philip Bachman Alessandro Sordoni Adam Trischler VLM 200 159 0 31 Jul 2017
Meta-SGD: Learning to Learn Quickly for Few-Shot Learning Zhenguo Li Fengwei Zhou Fei Chen Hang Li 283 1,201 0 31 Jul 2017
Learning to Predict Charges for Criminal Cases with Legal Basis Bingfeng Luo Yansong Feng Jianbo Xu Xiang Zhang Dongyan Zhao AILaw 110 290 0 28 Jul 2017
One-Shot Learning in Discriminative Neural Networks Jordan Burgess J. Lloyd Zoubin Ghahramani BDL VLM UQCV 163 11 0 18 Jul 2017
A Simple Neural Attentive Meta-Learner Nikhil Mishra Mostafa Rohaninejad Xi Chen Pieter Abbeel OOD 221 203 0 11 Jul 2017
Few-Shot Learning Through an Information Retrieval Lens Eleni Triantafillou R. Zemel R. Urtasun 126 249 0 09 Jul 2017
Labeled Memory Networks for Online Model Adaptation Shiv Shankar Sunita Sarawagi KELM 202 3 0 05 Jul 2017
Learning to Learn: Meta-Critic Networks for Sample Efficient Learning Flood Sung Li Zhang Tao Xiang Timothy M. Hospedales Yongxin Yang OffRL 117 136 0 29 Jun 2017
Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study Samuel Ritter David Barrett Adam Santoro M. Botvinick 176 203 0 26 Jun 2017
Gradient Episodic Memory for Continual Learning David Lopez-Paz MarcÁurelio Ranzato VLM CLL 871 3,070 0 26 Jun 2017
A Meta-Learning Approach to One-Step Active Learning Gabriella Contardo Ludovic Denoyer Thierry Artières 102 47 0 26 Jun 2017
Few-Example Object Detection with Model Communication Xuanyi Dong Liang Zheng Fan Ma Yi Yang Deyu Meng ObjD VLM 437 163 0 26 Jun 2017
User Intent Classification using Memory Networks: A Comparative Analysis for a Limited Data Scenario Arjun Bhardwaj Alexander I. Rudnicky 100 4 0 19 Jun 2017
Few-Shot Image Recognition by Predicting Parameters from Activations Siyuan Qiao Chenxi Liu Wei Shen Alan Yuille VLM 214 579 0 12 Jun 2017
Low-shot learning with large-scale diffusion Matthijs Douze Arthur Szlam Bharath Hariharan Edouard Grave 220 117 0 07 Jun 2017
Retrosynthetic reaction prediction using neural sequence-to-sequence modelsACS Central Science (ACS Cent. Sci.), 2017 Bowen Liu Bharath Ramsundar Prasad Kawthekar Jade Shi Joseph Gomes Quang Luu Nguyen Stephen Ho Jack L. Sloane P. Wender Vijay S. Pande 174 456 0 06 Jun 2017
Discriminative k-shot learning using probabilistic models Matthias Bauer Mateo Rojas-Carulla J. Swiatkowski Bernhard Schölkopf Richard Turner VLM 283 71 0 01 Jun 2017
Contextual Explanation Networks Maruan Al-Shedivat Kumar Avinava Dubey Eric Xing CML 297 88 0 29 May 2017
Comparison of Maximum Likelihood and GAN-based training of Real NVPs Ivo Danihelka Balaji Lakshminarayanan Benigno Uria Daan Wierstra Peter Dayan GAN 109 54 0 15 May 2017
Recent Advances in Transfer Learning for Cross-Dataset Visual Recognition: A Problem-Oriented Perspective Jing Zhang Wanqing Li P. Ogunbona Dong Xu OOD 215 46 0 11 May 2017
Deep Episodic Value Iteration for Model-based Meta-Reinforcement Learning Steven Hansen OffRL VLM 83 5 0 09 May 2017
End-to-end representation learning for Correlation Filter based tracking Jack Valmadre Luca Bertinetto João F. Henriques Andrea Vedaldi Juil Sock 258 1,450 0 20 Apr 2017
Generative Adversarial Residual Pairwise Networks for One Shot Learning A. Mehrotra Ambedkar Dukkipati GAN 153 115 0 23 Mar 2017
One-Shot Imitation Learning Yan Duan Marcin Andrychowicz Bradly C. Stadie Jonathan Ho Jonas Schneider Ilya Sutskever Pieter Abbeel Wojciech Zaremba OffRL 280 716 0 21 Mar 2017
Spatio-Temporal Facial Expression Recognition Using Convolutional Neural Networks and Conditional Random Fields Behzad Hassani Mohammad H. Mahoor CVBM 95 92 0 20 Mar 2017
On the Limitation of Convolutional Neural Networks in Recognizing Negative Images Hossein Hosseini Baicen Xiao Mayoore S. Jaiswal Radha Poovendran 201 131 0 20 Mar 2017
Towards Context-aware Interaction Recognition Bohan Zhuang Lingqiao Liu Chunhua Shen Ian Reid HAI 211 143 0 18 Mar 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 567 9,153 0 15 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 1.6K 13,316 0 09 Mar 2017
Learning to Remember Rare Events Lukasz Kaiser Ofir Nachum Aurko Roy Samy Bengio RALM CLL 266 382 0 09 Mar 2017
Neural Episodic Control Alexander Pritzel Benigno Uria Sriram Srinivasan A. Badia Oriol Vinyals Demis Hassabis Daan Wierstra Charles Blundell OffRL BDL 298 371 0 06 Mar 2017
Denoising Adversarial Autoencoders Antonia Creswell Anil Anthony Bharath DiffM 204 140 0 03 Mar 2017
Meta Networks Tsendsuren Munkhdalai Hong-ye Yu GNN AI4CE 232 1,132 0 02 Mar 2017
Attentive Recurrent Comparators Pranav Shyam Shubham Gupta Ambedkar Dukkipati VLM 189 114 0 02 Mar 2017
Memory Matching Networks for Genomic Sequence ClassificationInternational Conference on Learning Representations (ICLR), 2017 Jack Lanchantin Ritambhara Singh Yanjun Qi 106 4 0 22 Feb 2017
Active One-shot Learning Mark P. Woodward Chelsea Finn VLM OffRL 105 132 0 21 Feb 2017
Discovering objects and their relations from entangled scene representationsInternational Conference on Learning Representations (ICLR), 2017 David Raposo Adam Santoro David Barrett Razvan Pascanu Timothy Lillicrap Peter W. Battaglia GNN OCL 214 76 0 16 Feb 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 775 1,717 0 25 Jan 2017
Few-Shot Object Recognition from Machine-Labeled Web ImagesComputer Vision and Pattern Recognition (CVPR), 2016 Zhongwen Xu Linchao Zhu Yi Yang VLM 123 68 0 19 Dec 2016
Fast Adaptation in Generative Models with Generative Matching Networks Sergey Bartunov Dmitry P. Vetrov GAN 119 24 0 07 Dec 2016
Simple and Scalable Predictive Uncertainty Estimation using Deep Ensembles Balaji Lakshminarayanan Alexander Pritzel Charles Blundell UQCV BDL 1.3K 6,640 0 05 Dec 2016
Deep Image Category Discovery using a Transferred Similarity Function Yen-Chang Hsu Zhaoyang Lv Z. Kira 153 15 0 05 Dec 2016