conftrace_

fast adaptation

22 papers

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Co-occurring keywords

few-shot learning (3398) model-agnostic meta-learning (66) self-supervised learning (3777) transfer learning (5449) meta-reinforcement learning (61) task adaptation (85) graph neural network (3962) gradient descent (1144) value function (295) test-time adaptation (312)

Papers

Fast Adaptation for Human Pose Estimation via Meta-Optimization CVPR 2024
Theoretical Investigations and Practical Enhancements on Tail Task Risk Minimization in Meta Learning NIPS 2024
Discovering Object-Centric Generalized Value Functions From Pixels ICML 2023
MetaPortrait: Identity-Preserving Talking Head Generation With Fast Personalized Adaptation CVPR 2023
Multi-Domain Generalized Graph Meta Learning AAAI 2023
A Unified Meta-Learning Framework for Dynamic Transfer Learning IJCAI 2022
Fast Lifelong Adaptive Inverse Reinforcement Learning from Demonstrations CORL 2022
Visual-Language Navigation Pretraining via Prompt-based Environmental Self-exploration ACL 2022
Test-Time Fast Adaptation for Dynamic Scene Deblurring via Meta-Auxiliary Learning CVPR 2021
Bridging Multi-Task Learning and Meta-Learning: Towards Efficient Training and Effective Adaptation ICML 2021
Toward Recognizing More Entity Types in NER: An Efficient Implementation using Only Entity Lexicons EMNLP 2020
Learning Fast Adaptation on Cross-Accented Speech Recognition INTERSPEECH 2020
Fast Adaptation to New Environments via Policy-Dynamics Value Functions ICML 2020
Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning NIPS 2020
Graph Meta Learning via Local Subgraphs NIPS 2020
Efficient Meta Learning via Minibatch Proximal Update NIPS 2019
Experience-Embedded Visual Foresight CORL 2019
MetaStyle: Three-Way Trade-off among Speed, Flexibility, and Quality in Neural Style Transfer AAAI 2019
Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation NIPS 2019
Meta-Reinforcement Learning of Structured Exploration Strategies NIPS 2018
Reinforcement Learning of Phase Oscillators for Fast Adaptation to Moving Targets CORL 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks ICML 2017