Algorithms · Meta-Learning

TitleAuthors
Adaptive Gradient-Based Meta-Learning MethodsMikhail Khodak · Maria-Florina Balcan · Ameet Talwalkar
Guided Meta-Policy SearchRussell Mendonca · Abhishek Gupta · Rosen Kralev · Pieter Abbeel · Sergey Levine · Chelsea Finn
Learning to Propagate for Graph Meta-LearningLU LIU · Tianyi Zhou · Guodong Long · Jing Jiang · Chengqi Zhang
Meta Learning with Relational Information for Short SequencesYujia Xie · Haoming Jiang · Feng Liu · Tuo Zhao · Hongyuan Zha
Meta-CurvatureEunbyung Park · Junier Oliva
Meta-Learning Representations for Continual LearningKhurram Javed · Martha White
Meta-Learning with Implicit GradientsAravind Rajeswaran · Chelsea Finn · Sham Kakade · Sergey Levine
Meta-Weight-Net: Learning an Explicit Mapping For Sample WeightingJun Shu · Qi Xie · Lixuan Yi · Qian Zhao · Sanping Zhou · Zongben Xu · Deyu Meng
Self-Supervised Generalisation with Meta Auxiliary LearningShikun Liu · Andrew Davison · Edward Johns
Efficient Meta Learning via Minibatch Proximal UpdatePan Zhou · Xiaotong Yuan · Huan Xu · Shuicheng Yan · Jiashi Feng
Fast and Flexible Multi-Task Classification using Conditional Neural Adaptive ProcessesJames Requeima · Jonathan Gordon · John Bronskill · Sebastian Nowozin · Richard Turner
Learning to Learn By Self-CritiqueAntreas Antoniou · Amos Storkey
MetaInit: Initializing learning by learning to initializeYann Dauphin · Samuel Schoenholz
Metalearned Neural MemoryTsendsuren Munkhdalai · Alessandro Sordoni · TONG WANG · Adam Trischler
Multimodal Model-Agnostic Meta-Learning via Task-Aware ModulationRisto Vuorio · Shao-Hua Sun · Hexiang Hu · Joseph Lim
Neural Relational Inference with Fast Modular Meta-learningFerran Alet · Erica Weng · Tomás Lozano-Pérez · Leslie Kaelbling
Online-Within-Online Meta-LearningGiulia Denevi · Dimitris Stamos · Carlo Ciliberto · Massimiliano Pontil
Learning to Optimize in SwarmsYue Cao · Tianlong Chen · Zhangyang Wang · Yang Shen
Unsupervised Curricula for Visual Meta-Reinforcement LearningAllan Jabri · Kyle Hsu · Abhishek Gupta · Ben Eysenbach · Sergey Levine · Chelsea Finn