Meta-Learning

What Can We Learn Even from the Weakest? Learning Sketches for Programmatic Strategies AAAI 2022 What Matters for Meta-Learning Vision Regression Tasks? CVPR 2022 You Only Infer Once: Cross-Modal Meta-Transfer for Referring Video Object Segmentation AAAI 2022 Zero-shot AutoML with Pretrained Models ICML 2022 Zero-Shot Dependency Parsing with Worst-Case Aware Automated Curriculum Learning ACL 2022 Active Curriculum Learning ACL 2021 Adapting Meta Knowledge with Heterogeneous Information Network for COVID-19 Themed Malicious Repository Detection IJCAI 2021 Adaptive-Control-Oriented Meta-Learning for Nonlinear Systems RSS 2021 Adaptive Nearest Neighbor Machine Translation ACL 2021 Addressing Catastrophic Forgetting in Few-Shot Problems ICML 2021 A Distribution-dependent Analysis of Meta Learning ICML 2021 Adversarial Meta Sampling for Multilingual Low-Resource Speech Recognition AAAI 2021 Adversarial Monte Carlo Meta-Learning of Optimal Prediction Procedures JMLR 2021 A Meta-Learning Approach for User-Defined Spoken Term Classification with Varying Classes and Examples Interspeech 2021 Amortized Bayesian Prototype Meta-learning: A New Probabilistic Meta-learning Approach to Few-shot Image Classification AISTATS 2021 A Representation Learning Perspective on the Importance of Train-Validation Splitting in Meta-Learning ICML 2021 A Student-Teacher Architecture for Dialog Domain Adaptation Under the Meta-Learning Setting AAAI 2021 A teacher-student framework to distill future trajectories ICLR 2021 AutoBandit: A Meta Bandit Online Learning System IJCAI 2021 AutoGEL: An Automated Graph Neural Network with Explicit Link Information NeurIPS 2021 Auto-KWS 2021 Challenge: Task, Datasets, and Baselines Interspeech 2021 Automatic Unsupervised Outlier Model Selection NeurIPS 2021 BANANAS: Bayesian Optimization with Neural Architectures for Neural Architecture Search AAAI 2021 Bayesian decision-making under misspecified priors with applications to meta-learning NeurIPS 2021 Bayesian Model-Agnostic Meta-Learning with Matrix-Valued Kernels for Quality Estimation ACL 2021