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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
Class-Agnostic Counting Erika Lu Weidi Xie Andrew Zisserman 82 151 0 01 Nov 2018
Towards learning-to-learn B. Lansdell Konrad Paul Kording 43 19 0 01 Nov 2018
Neural Nearest Neighbors Networks Tobias Plötz Stefan Roth 99 340 0 30 Oct 2018
Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning Arnab Kumar Mondal Jose Dolz Christian Desrosiers GAN MedIm 98 120 0 29 Oct 2018
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild Lianghua Huang Xin Zhao Kaiqi Huang 173 1,357 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 109 791 0 29 Oct 2018
Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks Hang Gao Zheng Shou Alireza Zareian Hanwang Zhang Shih-Fu Chang GAN 93 137 0 27 Oct 2018
Training neural audio classifiers with few data Jordi Pons Joan Serrà Xavier Serra 106 57 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 95 615 0 24 Oct 2018
DropFilter: Dropout for Convolutions Zhengsu Chen 35 4 0 23 Oct 2018
How to train your MAML Antreas Antoniou Harrison Edwards Amos Storkey 97 780 0 22 Oct 2018
SG-One: Similarity Guidance Network for One-Shot Semantic Segmentation Xiaolin Zhang Yunchao Wei Yi Yang Thomas Huang VLM 71 466 0 22 Oct 2018
Generative Low-Shot Network Expansion Adi Hayat M. Kliger S. Fleishman Daniel Cohen-Or CLL VLM 18 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 73 64 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 VLM 65 20 0 19 Oct 2018
Gradient Agreement as an Optimization Objective for Meta-Learning Amir Erfan Eshratifar David Eigen Massoud Pedram 51 11 0 18 Oct 2018
Incremental Few-Shot Learning with Attention Attractor Networks Mengye Ren Renjie Liao Ethan Fetaya R. Zemel CLL 108 181 0 16 Oct 2018
Strategies for Language Identification in Code-Mixed Low Resource Languages Soumil Mandal S. Sanand 33 0 0 16 Oct 2018
Deep Reinforcement Learning Yuxi Li VLM OffRL 194 144 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 128 11 0 14 Oct 2018
Bird Species Classification using Transfer Learning with Multistage Training Sourya Dipta Das Akash Kumar 26 29 0 09 Oct 2018
Fast Context Adaptation via Meta-Learning L. Zintgraf K. Shiarlis Vitaly Kurin Katja Hofmann Shimon Whiteson 88 37 0 08 Oct 2018
Meta-Learning: A Survey Joaquin Vanschoren FedML OOD 102 761 0 08 Oct 2018
Rethinking Breiman's Dilemma in Neural Networks: Phase Transitions of Margin Dynamics Weizhi Zhu Yifei Huang Yuan Yao AI4CE OOD 20 1 0 08 Oct 2018
Task-Embedded Control Networks for Few-Shot Imitation Learning Stephen James Michael Bloesch Andrew J. Davison 79 136 0 08 Oct 2018
Unsupervised Learning via Meta-Learning Kyle Hsu Sergey Levine Chelsea Finn SSL OffRL 115 230 0 04 Oct 2018
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 140 275 0 01 Oct 2018
Few-Shot Goal Inference for Visuomotor Learning and Planning Annie Xie Avi Singh Sergey Levine Chelsea Finn OffRL 101 70 0 30 Sep 2018
Knowledge-guided Semantic Computing Network Guangming Shi Zhongqiang Zhang Dahua Gao Xuemei Xie Yihao Feng Xinrui Ma Danhua Liu 39 10 0 29 Sep 2018
Open-Ended Content-Style Recombination Via Leakage Filtering Karl Ridgeway Michael C. Mozer DRL VLM 34 2 0 28 Sep 2018
Sample Efficient Adaptive Text-to-Speech Yutian Chen Yannis Assael Brendan Shillingford David Budden Scott E. Reed ... Ben Laurie Çağlar Gülçehre Aaron van den Oord Oriol Vinyals Nando de Freitas 124 149 0 27 Sep 2018
Addressing Training Bias via Automated Image Annotation Zhujun Xiao Yanzi Zhu Yuxin Chen Ben Y. Zhao Junchen Jiang Haitao Zheng 54 3 0 22 Sep 2018
A Meta-Learning Approach for Custom Model Training Amir Erfan Eshratifar M. Abrishami David Eigen Massoud Pedram 39 6 0 21 Sep 2018
Distribution Networks for Open Set Learning Chengsheng Mao Liang Yao Yuan Luo OOD 52 2 0 20 Sep 2018
Open-world Learning and Application to Product Classification Hu Xu Bing-Quan Liu Lei Shu P. Yu CLL VLM 85 111 0 17 Sep 2018
DocFace+: ID Document to Selfie Matching Yichun Shi Anil K. Jain CVBM 103 34 0 15 Sep 2018
Deep Learning in Information Security S. Thaler Vlado Menkovski M. Petković 63 10 0 12 Sep 2018
Are You Sure You Want To Do That? Classification with Verification Harris Chan Atef Chaudhury Kevin Shen 27 0 0 07 Sep 2018
Multi-Source Domain Adaptation with Mixture of Experts Jiang Guo Darsh J. Shah Regina Barzilay 61 179 0 07 Sep 2018
Deep Bilevel Learning Simon Jenni Paolo Favaro NoLa 74 115 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 75 72 0 30 Aug 2018
One-Shot Relational Learning for Knowledge Graphs Wenhan Xiong Mo Yu Shiyu Chang Xiaoxiao Guo William Yang Wang 116 220 0 27 Aug 2018
COFGA: Classification Of Fine-Grained Features In Aerial Images Eran Dahan Tzvi Diskin 38 1 0 27 Aug 2018
Zero-shot Transfer Learning for Semantic Parsing J. Dadashkarimi Alexander R. Fabbri S. Tatikonda Dragomir R. Radev 47 4 0 27 Aug 2018
Meta-Learning for Low-Resource Neural Machine Translation Jiatao Gu Yong Wang Yun Chen Kyunghyun Cho Victor O.K. Li 91 343 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 49 32 0 23 Aug 2018
Learning to Support: Exploiting Structure Information in Support Sets for One-Shot Learning Jinchao Liu S. Gibson Margarita Osadchy 54 8 0 22 Aug 2018
Improving Generalization via Scalable Neighborhood Component Analysis Zhirong Wu Alexei A. Efros Stella X. Yu BDL 62 146 0 14 Aug 2018
Small Sample Learning in Big Data Era Jun Shu Zongben Xu Deyu Meng 108 72 0 14 Aug 2018
Deep Reinforcement One-Shot Learning for Artificially Intelligent Classification Systems A. Puzanov Kobi Cohen VLM 46 19 0 04 Aug 2018