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Meta-Learning

1524 directly classified papers

Papers per year

Papers

Offline Meta-Reinforcement Learning with Online Self-Supervision ICML 2022
Conditional Collaborative Filtering Process for Top-K Recommender System (Student Abstract) AAAI 2022
Transformers are Meta-Reinforcement Learners ICML 2022
Meta-Learning Hypothesis Spaces for Sequential Decision-making ICML 2022
MetaFinger: Fingerprinting the Deep Neural Networks with Meta-training IJCAI 2022
Learning to Learn Transferable Attack AAAI 2022
Improving Meta-learning for Low-resource Text Classification and Generation via Memory Imitation ACL 2022
On the Generalizability and Predictability of Recommender Systems NIPS 2022
Towards Learning Universal Hyperparameter Optimizers with Transformers NIPS 2022
Thompson Sampling for Bandit Learning in Matching Markets IJCAI 2022
MetaPrompting: Learning to Learn Better Prompts COLING 2022
SMAC3: A Versatile Bayesian Optimization Package for Hyperparameter Optimization JMLR 2022
Leaping through Time with Gradient-Based Adaptation for Recommendation AAAI 2022
Low-Resource Multilingual and Zero-Shot Multispeaker TTS IJCNLP 2022
Information-Theoretic Analysis of Epistemic Uncertainty in Bayesian Meta-learning AISTATS 2022
Missing Modality meets Meta Sampling (M3S): An Efficient Universal Approach for Multimodal Sentiment Analysis with Missing Modality IJCNLP 2022
Meta-Learning for Online Update of Recommender Systems AAAI 2022
Active Bayesian Causal Inference NIPS 2022
Enhancing Few-Shot Image Classification With Unlabelled Examples WACV 2022
Fast inference and transfer of compositional task structures for few-shot task generalization UAI 2022
A Pixel-Level Meta-Learner for Weakly Supervised Few-Shot Semantic Segmentation WACV 2022
Auto-Sklearn 2.0: Hands-free AutoML via Meta-Learning JMLR 2022
Is Bayesian Model-Agnostic Meta Learning Better than Model-Agnostic Meta Learning, Provably? AISTATS 2022
Learning Tensor Representations for Meta-Learning AISTATS 2022
Meta Learning MDPs with linear transition models AISTATS 2022