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Meta-Learning

722 directly classified papers

Papers per year

Papers

Zero-shot AutoML with Pretrained Models ICML 2022
A Unified View on PAC-Bayes Bounds for Meta-Learning ICML 2022
Short-Term Plasticity Neurons Learning to Learn and Forget ICML 2022
Efficient Variance Reduction for Meta-learning ICML 2022
Robust Task Representations for Offline Meta-Reinforcement Learning via Contrastive Learning ICML 2022
Deep and Flexible Graph Neural Architecture Search ICML 2022
HyperTransformer: Model Generation for Supervised and Semi-Supervised Few-Shot Learning ICML 2022
Meta Reinforcement Learning with Finite Training Tasks - a Density Estimation Approach NIPS 2022
Meta-Learning with Self-Improving Momentum Target NIPS 2022
Meta-Learning based Deferred Optimisation for Sentiment and Emotion aware Multi-modal Dialogue Act Classification IJCNLP 2022
MetaSLRCL: A Self-Adaptive Learning Rate and Curriculum Learning Based Framework for Few-Shot Text Classification COLING 2022
Pro-KD: Progressive Distillation by Following the Footsteps of the Teacher COLING 2022
MetaFinger: Fingerprinting the Deep Neural Networks with Meta-training IJCAI 2022
Dynamic Domain Generalization IJCAI 2022
FAITH: Few-Shot Graph Classification with Hierarchical Task Graphs IJCAI 2022
Learning to Find Proofs and Theorems by Learning to Refine Search Strategies: The Case of Loop Invariant Synthesis NIPS 2022
On the Generalizability and Predictability of Recommender Systems NIPS 2022
On Enforcing Better Conditioned Meta-Learning for Rapid Few-Shot Adaptation NIPS 2022
Classical Sequence Match Is a Competitive Few-Shot One-Class Learner COLING 2022
Unsupervised Domain Adaptation for Text Classification via Meta Self-Paced Learning COLING 2022
Sentence-aware Adversarial Meta-Learning for Few-Shot Text Classification COLING 2022
Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification COLING 2022
LEA: Meta Knowledge-Driven Self-Attentive Document Embedding for Few-Shot Text Classification NAACL 2022
OSSEM: one-shot speaker adaptive speech enhancement using meta learning INTERSPEECH 2022
Decoupled Pronunciation and Prosody Modeling in Meta-Learning-based Multilingual Speech Synthesis INTERSPEECH 2022