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Meta-Learning

722 directly classified papers

Papers per year

Papers

Teaching Humans When to Defer to a Classifier via Exemplars AAAI 2022
Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher COLING 2022
Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning JMLR 2022
Delving into Sample Loss Curve to Embrace Noisy and Imbalanced Data AAAI 2022
Decoupled Pronunciation and Prosody Modeling in Meta-Learning-based Multilingual Speech Synthesis INTERSPEECH 2022
A Nested Bi-level Optimization Framework for Robust Few Shot Learning AAAI 2022
MetaSLRCL: A Self-Adaptive Learning Rate and Curriculum Learning Based Framework for Few-Shot Text Classification COLING 2022
Learning Tensor Representations for Meta-Learning AISTATS 2022
Information-Theoretic Analysis of Epistemic Uncertainty in Bayesian Meta-learning AISTATS 2022
Near-Optimal Task Selection for Meta-Learning with Mutual Information and Online Variational Bayesian Unlearning AISTATS 2022
Introducing Symmetries to Black Box Meta Reinforcement Learning AAAI 2022
Hierarchical Bayesian Bandits AISTATS 2022
Meta Learning MDPs with linear transition models AISTATS 2022
MT3: Meta Test-Time Training for Self-Supervised Test-Time Adaption AISTATS 2022
Metalearning Linear Bandits by Prior Update AISTATS 2022
System-Agnostic Meta-Learning for MDP-based Dynamic Scheduling via Descriptive Policy AISTATS 2022
Persian Natural Language Inference: A Meta-learning Approach COLING 2022
Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality IJCNLP 2022
Improved Relation Networks for End-to-End Speaker Verification and Identification INTERSPEECH 2022
MetaICL: Learning to Learn In Context NAACL 2022
MetaPrompting: Learning to Learn Better Prompts COLING 2022
A Two Stage Adaptation Framework for Frame Detection via Prompt Learning COLING 2022
Enhanced Bilevel Optimization via Bregman Distance NIPS 2022
Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality AACL 2022
Language Acquisition through Intention Reading and Pattern Finding COLING 2022