Adaptive Gradient-Based Meta-Learning Methods | Mikhail Khodak · Maria-Florina Balcan · Ameet Talwalkar |
Guided Meta-Policy Search | Russell Mendonca · Abhishek Gupta · Rosen Kralev · Pieter Abbeel · Sergey Levine · Chelsea Finn |
Learning to Propagate for Graph Meta-Learning | LU LIU · Tianyi Zhou · Guodong Long · Jing Jiang · Chengqi Zhang |
Meta Learning with Relational Information for Short Sequences | Yujia Xie · Haoming Jiang · Feng Liu · Tuo Zhao · Hongyuan Zha |
Meta-Curvature | Eunbyung Park · Junier Oliva |
Meta-Learning Representations for Continual Learning | Khurram Javed · Martha White |
Meta-Learning with Implicit Gradients | Aravind Rajeswaran · Chelsea Finn · Sham Kakade · Sergey Levine |
Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting | Jun Shu · Qi Xie · Lixuan Yi · Qian Zhao · Sanping Zhou · Zongben Xu · Deyu Meng |
Self-Supervised Generalisation with Meta Auxiliary Learning | Shikun Liu · Andrew Davison · Edward Johns |
Efficient Meta Learning via Minibatch Proximal Update | Pan Zhou · Xiaotong Yuan · Huan Xu · Shuicheng Yan · Jiashi Feng |
Fast and Flexible Multi-Task Classification using Conditional Neural Adaptive Processes | James Requeima · Jonathan Gordon · John Bronskill · Sebastian Nowozin · Richard Turner |
Learning to Learn By Self-Critique | Antreas Antoniou · Amos Storkey |
MetaInit: Initializing learning by learning to initialize | Yann Dauphin · Samuel Schoenholz |
Metalearned Neural Memory | Tsendsuren Munkhdalai · Alessandro Sordoni · TONG WANG · Adam Trischler |
Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation | Risto Vuorio · Shao-Hua Sun · Hexiang Hu · Joseph Lim |
Neural Relational Inference with Fast Modular Meta-learning | Ferran Alet · Erica Weng · Tomás Lozano-Pérez · Leslie Kaelbling |
Online-Within-Online Meta-Learning | Giulia Denevi · Dimitris Stamos · Carlo Ciliberto · Massimiliano Pontil |
Learning to Optimize in Swarms | Yue Cao · Tianlong Chen · Zhangyang Wang · Yang Shen |
Unsupervised Curricula for Visual Meta-Reinforcement Learning | Allan Jabri · Kyle Hsu · Abhishek Gupta · Ben Eysenbach · Sergey Levine · Chelsea Finn |