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Matching Networks for One Shot Learning

13 June 2016

Papers citing "Matching Networks for One Shot Learning"

50 / 3,162 papers shown

Title
Neural Task Programming: Learning to Generalize Across Hierarchical Tasks Danfei Xu Suraj Nair Yuke Zhu J. Gao Animesh Garg Li Fei-Fei Silvio Savarese 84 198 0 04 Oct 2017
Connectivity Learning in Multi-Branch Networks Karim Ahmed Lorenzo Torresani 73 26 0 27 Sep 2017
Rotation Adaptive Visual Object Tracking with Motion Consistency Litu Rout Sidhartha R. S. S. Gorthi Deepak Mishra 61 12 0 18 Sep 2017
One-Shot Learning for Semantic Segmentation Amirreza Shaban Shray Bansal Ziqiang Liu Irfan Essa Byron Boots SSeg VLM 155 705 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 89 14 0 06 Sep 2017
Learning Non-Metric Visual Similarity for Image Retrieval Noa Garcia George Vogiatzis 44 37 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 57 1 0 26 Aug 2017
$k$ -Nearest Neighbor Augmented Neural Networks for Text Classification Zhiguo Wang Wael Hamza Linfeng Song RALM 67 16 0 25 Aug 2017
Dynamic Input Structure and Network Assembly for Few-Shot Learning Nathan Hilliard Nathan Oken Hodas Court D. Corley 59 5 0 22 Aug 2017
Gaussian Prototypical Networks for Few-Shot Learning on Omniglot Stanislav Fort 50 82 0 09 Aug 2017
Learning Algorithms for Active Learning Philip Bachman Alessandro Sordoni Adam Trischler VLM 100 157 0 31 Jul 2017
Meta-SGD: Learning to Learn Quickly for Few-Shot Learning Zhenguo Li Fengwei Zhou Fei Chen Hang Li 101 1,124 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 59 267 0 28 Jul 2017
One-Shot Learning in Discriminative Neural Networks Jordan Burgess J. Lloyd Zoubin Ghahramani BDL VLM UQCV 98 11 0 18 Jul 2017
A Simple Neural Attentive Meta-Learner Nikhil Mishra Mostafa Rohaninejad Xi Chen Pieter Abbeel OOD 109 200 0 11 Jul 2017
Few-Shot Learning Through an Information Retrieval Lens Eleni Triantafillou R. Zemel R. Urtasun 74 239 0 09 Jul 2017
Labeled Memory Networks for Online Model Adaptation Shiv Shankar Sunita Sarawagi KELM 95 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 76 129 0 29 Jun 2017
Cognitive Psychology for Deep Neural Networks: A Shape Bias Case Study Samuel Ritter David Barrett Adam Santoro M. Botvinick 97 197 0 26 Jun 2017
Gradient Episodic Memory for Continual Learning David Lopez-Paz MarcÁurelio Ranzato VLM CLL 158 2,748 0 26 Jun 2017
A Meta-Learning Approach to One-Step Active Learning Gabriella Contardo Ludovic Denoyer Thierry Artières 64 45 0 26 Jun 2017
Few-Example Object Detection with Model Communication Xuanyi Dong Liang Zheng Fan Ma Yi Yang Deyu Meng ObjD VLM 266 160 0 26 Jun 2017
User Intent Classification using Memory Networks: A Comparative Analysis for a Limited Data Scenario Arjun Bhardwaj Alexander I. Rudnicky 32 4 0 19 Jun 2017
Few-Shot Image Recognition by Predicting Parameters from Activations Siyuan Qiao Chenxi Liu Wei Shen Alan Yuille VLM 105 554 0 12 Jun 2017
Low-shot learning with large-scale diffusion Matthijs Douze Arthur Szlam Bharath Hariharan Hervé Jégou 85 113 0 07 Jun 2017
Retrosynthetic reaction prediction using neural sequence-to-sequence models Bowen Liu Bharath Ramsundar Prasad Kawthekar Jade Shi Joseph Gomes Quang Luu Nguyen Stephen Ho Jack L. Sloane P. Wender Vijay S. Pande 86 421 0 06 Jun 2017
Discriminative k-shot learning using probabilistic models Matthias Bauer Mateo Rojas-Carulla J. Swiatkowski Bernhard Schölkopf Richard Turner VLM 93 71 0 01 Jun 2017
Contextual Explanation Networks Maruan Al-Shedivat Kumar Avinava Dubey Eric Xing CML 101 83 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 77 53 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 99 46 0 11 May 2017
Deep Episodic Value Iteration for Model-based Meta-Reinforcement Learning Steven Hansen OffRL VLM 33 5 0 09 May 2017
End-to-end representation learning for Correlation Filter based tracking Jack Valmadre Luca Bertinetto João F. Henriques Andrea Vedaldi Philip Torr 133 1,401 0 20 Apr 2017
Generative Adversarial Residual Pairwise Networks for One Shot Learning A. Mehrotra Ambedkar Dukkipati GAN 87 110 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 88 689 0 21 Mar 2017
Spatio-Temporal Facial Expression Recognition Using Convolutional Neural Networks and Conditional Random Fields Behzad Hassani Mohammad H. Mahoor CVBM 87 86 0 20 Mar 2017
On the Limitation of Convolutional Neural Networks in Recognizing Negative Images Hossein Hosseini Baicen Xiao Mayoore S. Jaiswal Radha Poovendran 90 123 0 20 Mar 2017
Towards Context-aware Interaction Recognition Bohan Zhuang Lingqiao Liu Chunhua Shen Ian Reid HAI 67 143 0 18 Mar 2017
Prototypical Networks for Few-shot Learning Jake C. Snell Kevin Swersky R. Zemel 309 8,188 0 15 Mar 2017
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 860 12,002 0 09 Mar 2017
Learning to Remember Rare Events Lukasz Kaiser Ofir Nachum Aurko Roy Samy Bengio RALM CLL 144 366 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 113 346 0 06 Mar 2017
Denoising Adversarial Autoencoders Antonia Creswell Anil Anthony Bharath DiffM 97 131 0 03 Mar 2017
Meta Networks Tsendsuren Munkhdalai Hong-ye Yu GNN AI4CE 117 1,072 0 02 Mar 2017
Attentive Recurrent Comparators Pranav Shyam Shubham Gupta Ambedkar Dukkipati VLM 74 108 0 02 Mar 2017
Memory Matching Networks for Genomic Sequence Classification Jack Lanchantin Ritambhara Singh Yanjun Qi 20 3 0 22 Feb 2017
Active One-shot Learning Mark P. Woodward Chelsea Finn VLM OffRL 83 130 0 21 Feb 2017
Discovering objects and their relations from entangled scene representations David Raposo Adam Santoro David Barrett Razvan Pascanu Timothy Lillicrap Peter W. Battaglia GNN OCL 94 71 0 16 Feb 2017
Deep Reinforcement Learning: An Overview Yuxi Li OffRL VLM 344 1,549 0 25 Jan 2017
Few-Shot Object Recognition from Machine-Labeled Web Images Zhongwen Xu Linchao Zhu Yi Yang VLM 86 66 0 19 Dec 2016
Fast Adaptation in Generative Models with Generative Matching Networks Sergey Bartunov Dmitry P. Vetrov GAN 83 23 0 07 Dec 2016