v1v2 (latest)

Matching Networks for One Shot Learning

13 June 2016

Papers citing "Matching Networks for One Shot Learning"

50 / 3,162 papers shown

Title
Attentive Neural Processes Hyunjik Kim A. Mnih Jonathan Richard Schwarz M. Garnelo S. M. Ali Eslami Dan Rosenbaum Oriol Vinyals Yee Whye Teh 112 442 0 17 Jan 2019
Prototypical Metric Transfer Learning for Continuous Speech Keyword Spotting With Limited Training Data Harshita Seth Pulkit Kumar Muktabh Mayank Srivastava 136 12 0 12 Jan 2019
Large-scale Collaborative Filtering with Product Embeddings Thom Lake Sinead Williamson Alexander T. Hawk Christopher C. Johnson Benjamin Wing 42 10 0 11 Jan 2019
FIGR: Few-shot Image Generation with Reptile Louis Clouâtre Marc Demers GAN VLM 57 98 0 08 Jan 2019
Low-Shot Learning from Imaginary 3D Model Frederik Pahde M. Puscas Jannik Wolff T. Klein N. Sebe Moin Nabi 90 11 0 04 Jan 2019
Learning From Less Data: A Unified Data Subset Selection and Active Learning Framework for Computer Vision Vishal Kaushal Rishabh K. Iyer Suraj Kothawade Rohan Mahadev Khoshrav Doctor Ganesh Ramakrishnan 67 90 0 03 Jan 2019
Multi-class Classification without Multi-class Labels Yen-Chang Hsu Zhaoyang Lv Joel Schlosser Phillip Odom Z. Kira 96 168 0 02 Jan 2019
Similarity R-C3D for Few-shot Temporal Activity Detection Huijuan Xu Bingyi Kang Ximeng Sun Jiashi Feng Kate Saenko Trevor Darrell 76 11 0 25 Dec 2018
Meta Architecture Search Albert Eaton Shaw Wei Wei Weiyang Liu Le Song Bo Dai BDL 73 35 0 22 Dec 2018
Learning Compositional Representations for Few-Shot Recognition P. Tokmakov Yu-Xiong Wang M. Hebert OCL 89 126 0 21 Dec 2018
Deep Metric Transfer for Label Propagation with Limited Annotated Data Bin Liu Zhirong Wu Han Hu Stephen Lin 84 62 0 20 Dec 2018
Modular meta-learning in abstract graph networks for combinatorial generalization Ferran Alet Maria Bauzá Alberto Rodriguez Tomas Lozano-Perez L. Kaelbling GNN 69 3 0 19 Dec 2018
Generative One-Shot Learning (GOL): A Semi-Parametric Approach to One-Shot Learning in Autonomous Vision Sorin Grigorescu GAN VLM 57 13 0 19 Dec 2018
FML: Face Model Learning from Videos A. Tewari Florian Bernard Pablo Garrido Gaurav Bharaj Mohamed A. Elgharib Hans-Peter Seidel P. Pérez Michael Zollhöfer Christian Theobalt CVBM 3DH 86 152 0 18 Dec 2018
Toward Multimodal Model-Agnostic Meta-Learning Risto Vuorio Shao-Hua Sun Hexiang Hu Joseph J. Lim 95 32 0 18 Dec 2018
Few-shot classification in Named Entity Recognition Task Alexander Fritzler V. Logacheva M. Kretov 87 199 0 14 Dec 2018
Reconciling meta-learning and continual learning with online mixtures of tasks Ghassen Jerfel Erin Grant Thomas Griffiths Katherine A. Heller FedML CLL BDL 112 12 0 14 Dec 2018
Prior-Knowledge and Attention-based Meta-Learning for Few-Shot Learning Yunxiao Qin Weiguo Zhang Chenxu Zhao Zezheng Wang Xiangyu Zhu Guojun Qi Jingping Shi Zhen Lei 74 24 0 11 Dec 2018
Learning What to Remember: Long-term Episodic Memory Networks for Learning from Streaming Data Hyunwoo Jung Moonsu Han Minki Kang Sung Ju Hwang CLL KELM RALM 53 5 0 11 Dec 2018
Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions Han-Jia Ye Hexiang Hu De-Chuan Zhan Fei Sha 205 670 0 10 Dec 2018
Disjoint Label Space Transfer Learning with Common Factorised Space Xiaobin Chang Yongxin Yang Tao Xiang Timothy M. Hospedales DRL 106 55 0 06 Dec 2018
ForensicTransfer: Weakly-supervised Domain Adaptation for Forgery Detection D. Cozzolino Justus Thies Andreas Rossler Christian Riess Matthias Nießner L. Verdoliva AAML 94 270 0 06 Dec 2018
Meta-Transfer Learning for Few-Shot Learning Qianru Sun Yaoyao Liu Tat-Seng Chua Bernt Schiele 227 1,075 0 06 Dec 2018
Auto-Encoding Scene Graphs for Image Captioning Xu Yang Kaihua Tang Hanwang Zhang Jianfei Cai 179 703 0 06 Dec 2018
Continual Learning Augmented Investment Decisions Daniel Philps Tillman Weyde Artur Garcez R. Batchelor 53 11 0 06 Dec 2018
The effects of negative adaptation in Model-Agnostic Meta-Learning T. Deleu Yoshua Bengio 89 20 0 05 Dec 2018
Few-shot Object Detection via Feature Reweighting Bingyi Kang Zhuang Liu Xin Wang Feng Yu Jiashi Feng Trevor Darrell ObjD OffRL 129 701 0 05 Dec 2018
Meta Learning Deep Visual Words for Fast Video Object Segmentation Harkirat Singh Behl M. Najafi Anurag Arnab Philip Torr VOS 56 18 0 04 Dec 2018
Learning to Explain with Complemental Examples Atsushi Kanehira Tatsuya Harada 102 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 104 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 171 1,425 0 03 Dec 2018
Transferring Knowledge across Learning Processes Sebastian Flennerhag Pablo G. Moreno Neil D. Lawrence Andreas C. Damianou 57 64 0 03 Dec 2018
Cross-Modulation Networks for Few-Shot Learning Hugo Prol Vincent Dumoulin Luis Herranz 71 15 0 01 Dec 2018
Unsupervised Meta-Learning For Few-Shot Image Classification Siavash Khodadadeh Ladislau Bölöni M. Shah SSL VLM 71 140 0 28 Nov 2018
Formulating Camera-Adaptive Color Constancy as a Few-shot Meta-Learning Problem Jingyu Sun Sarah Parisot Fengwei Zhou Xingzhi Zhang A. Leonardis Zhenguo Li Greg Slabaugh 43 8 0 28 Nov 2018
One-Shot Instance Segmentation Claudio Michaelis Ivan Ustyuzhaninov Matthias Bethge Alexander S. Ecker ISeg 109 89 0 28 Nov 2018
Unsupervised Control Through Non-Parametric Discriminative Rewards David Warde-Farley T. Wiele Tejas D. Kulkarni Catalin Ionescu Steven Hansen Volodymyr Mnih DRL OffRL SSL 101 178 0 28 Nov 2018
Tackling Early Sparse Gradients in Softmax Activation Using Leaky Squared Euclidean Distance Wei Shen Rujie Liu 27 1 0 27 Nov 2018
Self Paced Adversarial Training for Multimodal Few-shot Learning Frederik Pahde O. Ostapenko P. Jähnichen T. Klein Moin Nabi 73 25 0 22 Nov 2018
Recent Advances in Open Set Recognition: A Survey Chuanxing Geng Sheng-Jun Huang Songcan Chen BDL ObjD 182 776 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 85 64 0 19 Nov 2018
Representation based and Attention augmented Meta learning Yunxiao Qin Chenxu Zhao Zezheng Wang Junliang Xing Jun Wan Zhen Lei 37 1 0 19 Nov 2018
RelationNet2: Deep Comparison Columns for Few-Shot Learning Xueting Zhang Yuting Qiang Flood Sung Yongxin Yang Timothy M. Hospedales 64 18 0 17 Nov 2018
Data-Efficient Graph Embedding Learning for PCB Component Detection Chia-Wen Kuo Jacob Ashmore David Huggins Z. Kira 28 47 0 16 Nov 2018
Concept Learning through Deep Reinforcement Learning with Memory-Augmented Neural Networks Jing Shi Jiaming Xu Yiqun Yao Bo Xu 73 24 0 15 Nov 2018
Few-shot Learning for Named Entity Recognition in Medical Text Maximilian Hofer Andrey Kormilitzin Paul W. Goldberg A. Nevado-Holgado 82 65 0 13 Nov 2018
Power Normalizing Second-order Similarity Network for Few-shot Learning Hongguang Zhang Piotr Koniusz 75 59 0 10 Nov 2018
Multimodal One-Shot Learning of Speech and Images Ryan Eloff H. Engelbrecht Herman Kamper SSL VLM 57 35 0 09 Nov 2018
Prototypical Clustering Networks for Dermatological Disease Diagnosis Siyu Dai Shawn Schaffert Murali Ravuri Manish Chablani David Sontag B. Williams 78 18 0 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 VLM ObjD 115 25 0 04 Nov 2018