v1v2v3 (latest)

Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks

9 March 2017

Pieter Abbeel

Papers citing "Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks"

50 / 5,504 papers shown

Title
Regularized Fine-grained Meta Face Anti-spoofing Rui Shao X. Lan Pong C. Yuen CVBM 70 170 0 25 Nov 2019
Prototype Rectification for Few-Shot Learning Jinlu Liu Liang Song Yongqiang Qin 114 250 0 25 Nov 2019
Invenio: Discovering Hidden Relationships Between Tasks/Domains Using Structured Meta Learning Sameeksha Katoch Kowshik Thopalli Jayaraman J. Thiagarajan Pavan Turaga A. Spanias 49 4 0 24 Nov 2019
Differentiable Meta-learning Model for Few-shot Semantic Segmentation Pinzhuo Tian Zhangkai Wu Lei Qi Lei Wang Yinghuan Shi Yang Gao VLM 76 83 0 23 Nov 2019
Meta Adaptation using Importance Weighted Demonstrations Kiran Lekkala Sami Abu-El-Haija Laurent Itti 37 2 0 23 Nov 2019
Optimizing Data Usage via Differentiable Rewards Xinyi Wang Hieu H. Pham Paul Michel Antonios Anastasopoulos J. Carbonell Graham Neubig 90 62 0 22 Nov 2019
Continual adaptation for efficient machine communication Robert D. Hawkins Minae Kwon Dorsa Sadigh Noah D. Goodman CLL 93 32 0 22 Nov 2019
Measuring Uncertainty through Bayesian Learning of Deep Neural Network Structure Zhijie Deng Yucen Luo Jun Zhu Bo Zhang UQCV BDL 47 2 0 22 Nov 2019
Knowledge Graph Transfer Network for Few-Shot Recognition Riquan Chen Tianshui Chen X. Hui Hefeng Wu Guanbin Li Liang Lin SLR 49 63 0 21 Nov 2019
Agent Probing Interaction Policies Siddharth Ghiya Oluwafemi Azeez Brendan Miller 20 0 0 21 Nov 2019
Continual Learning with Adaptive Weights (CLAW) T. Adel Han Zhao Richard Turner CLL 76 73 0 21 Nov 2019
Investigating Active Learning and Meta-Learning for Iterative Peptide Design Rainier Barrett A. White 76 2 0 20 Nov 2019
MANGA: Method Agnostic Neural-policy Generalization and Adaptation Homanga Bharadhwaj Shoichiro Yamaguchi S. Maeda 48 4 0 19 Nov 2019
Constructing Multiple Tasks for Augmentation: Improving Neural Image Classification With K-means Features Tao Gui Lizhi Qing Qi Zhang Jiacheng Ye Hang Yan Zichu Fei Xuanjing Huang 47 2 0 18 Nov 2019
Unsupervised Reinforcement Learning of Transferable Meta-Skills for Embodied Navigation Juncheng Li Xinze Wang Siliang Tang Haizhou Shi Leilei Gan Yueting Zhuang William Yang Wang SSL 99 70 0 18 Nov 2019
Meta-Reinforced Synthetic Data for One-Shot Fine-Grained Visual Recognition Satoshi Tsutsui Yanwei Fu David J. Crandall 120 38 0 17 Nov 2019
Automatic Design of CNNs via Differentiable Neural Architecture Search for PolSAR Image Classification Hongwei Dong Siyu Zhang B. Zou Lamei Zhang 90 48 0 16 Nov 2019
Faster AutoAugment: Learning Augmentation Strategies using Backpropagation Ryuichiro Hataya Jan Zdenek Kazuki Yoshizoe Hideki Nakayama 77 208 0 16 Nov 2019
An Induced Multi-Relational Framework for Answer Selection in Community Question Answer Platforms Kanika Narang Chaoqi Yang A. Krishnan Junting Wang Hari Sundaram Carolyn Sutter 72 6 0 16 Nov 2019
Six Degree-of-Freedom Body-Fixed Hovering over Unmapped Asteroids via LIDAR Altimetry and Reinforcement Meta-Learning B. Gaudet R. Linares R. Furfaro 27 1 0 16 Nov 2019
Enhanced Meta-Learning for Cross-lingual Named Entity Recognition with Minimal Resources Qianhui Wu Zijia Lin Guoxin Wang Hui Chen Börje F. Karlsson Biqing Huang Chin-Yew Lin 96 68 0 14 Nov 2019
Self-Supervised Learning For Few-Shot Image Classification Da Chen YueFeng Chen Yuhong Li Feng Mao Yuan He Hui Xue SSL 75 111 0 14 Nov 2019
Motion Reasoning for Goal-Based Imitation Learning De-An Huang Yu-Wei Chao Chris Paxton Xinke Deng Li Fei-Fei Juan Carlos Niebles Animesh Garg Dieter Fox 79 12 0 13 Nov 2019
Experience-Embedded Visual Foresight Yen-Chen Lin Maria Bauzá Phillip Isola 120 36 0 12 Nov 2019
Learning from the Past: Continual Meta-Learning via Bayesian Graph Modeling Yadan Luo Zi Huang Zheng Zhang Ziwei Wang Mahsa Baktashmotlagh Yang Yang CLL BDL 63 25 0 12 Nov 2019
SimpleShot: Revisiting Nearest-Neighbor Classification for Few-Shot Learning Yan Wang Wei-Lun Chao Kilian Q. Weinberger Laurens van der Maaten VLM 89 343 0 12 Nov 2019
Data Efficient Direct Speech-to-Text Translation with Modality Agnostic Meta-Learning Sathish Indurthi HyoJung Han Nikhil Kumar Lakumarapu Beomseok Lee Insoo Chung Sangha Kim Chanwoo Kim 81 26 0 11 Nov 2019
Context-aware Active Multi-Step Reinforcement Learning Gang Chen Dingcheng Li Ran Xu 26 0 0 11 Nov 2019
MAME : Model-Agnostic Meta-Exploration Swaminathan Gurumurthy Sumit Kumar Katia Sycara 84 15 0 11 Nov 2019
Learning to Few-Shot Learn Across Diverse Natural Language Classification Tasks Trapit Bansal Rishikesh Jha Andrew McCallum SSL 115 121 0 10 Nov 2019
Meta Label Correction for Noisy Label Learning Guoqing Zheng Ahmed Hassan Awadallah S. Dumais NoLa OffRL 135 186 0 10 Nov 2019
Learning to reinforcement learn for Neural Architecture Search J. Gomez Joaquin Vanschoren 82 8 0 09 Nov 2019
Table-to-Text Natural Language Generation with Unseen Schemas Tianyu Liu Wei Wei Wenjie Wang LMTD 39 0 0 09 Nov 2019
Penalty Method for Inversion-Free Deep Bilevel Optimization Akshay Mehra Jihun Hamm 163 46 0 08 Nov 2019
Fair Meta-Learning: Learning How to Learn Fairly Dylan Slack Sorelle A. Friedler Emile Givental FedML FaML 51 4 0 06 Nov 2019
Optimizing Millions of Hyperparameters by Implicit Differentiation Jonathan Lorraine Paul Vicol David Duvenaud DD 139 417 0 06 Nov 2019
Picking groups instead of samples: A close look at Static Pool-based Meta-Active Learning Ignasi Mas J. Morros Verónica Vilaplana 40 2 0 01 Nov 2019
Learning to Customize Model Structures for Few-shot Dialogue Generation Tasks Yiping Song Zequn Liu Wei Bi Rui Yan Ming Zhang 59 35 0 31 Oct 2019
Hierarchical Expert Networks for Meta-Learning Heinke Hihn Daniel A. Braun 117 4 0 31 Oct 2019
Meta-Learning to Cluster Yibo Jiang Nakul Verma FedML 53 7 0 30 Oct 2019
Unsupervised Star Galaxy Classification with Cascade Variational Auto-Encoder Hao Sun Jiadong Guo Edward J. Kim R. Brunner 29 2 0 30 Oct 2019
Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation Risto Vuorio Shao-Hua Sun Hexiang Hu Joseph J. Lim 101 218 0 30 Oct 2019
When MAML Can Adapt Fast and How to Assist When It Cannot Sébastien M. R. Arnold Shariq Iqbal Fei Sha 51 5 0 30 Oct 2019
Domain Generalization via Model-Agnostic Learning of Semantic Features Qi Dou Daniel Coelho De Castro Konstantinos Kamnitsas Ben Glocker OOD 168 706 0 29 Oct 2019
Convolutional Conditional Neural Processes Jonathan Gordon W. Bruinsma Andrew Y. K. Foong James Requeima Yann Dubois Richard Turner BDL 98 168 0 29 Oct 2019
Neural Similarity Learning Weiyang Liu Zhen Liu James M. Rehg Le Song 94 30 0 28 Oct 2019
Shoestring: Graph-Based Semi-Supervised Learning with Severely Limited Labeled Data Wanyu Lin Zhaolin Gao Baochun Li 32 1 0 28 Oct 2019
HIDRA: Head Initialization across Dynamic targets for Robust Architectures Rafael Rêgo Drumond L. Brinkmeyer Josif Grabocka Lars Schmidt-Thieme 84 4 0 28 Oct 2019
Differentiable Convex Optimization Layers Akshay Agrawal Brandon Amos Shane T. Barratt Stephen P. Boyd Steven Diamond Zico Kolter 104 669 0 28 Oct 2019
Meta Learning for End-to-End Low-Resource Speech Recognition Jui-Yang Hsu Yuan-Jui Chen Hung-yi Lee 71 105 0 26 Oct 2019