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Meta-Learning

722 directly classified papers

Papers per year

Papers

Mitigating Catastrophic Forgetting for Few-Shot Spoken Word Classification Through Meta-Learning INTERSPEECH 2023
Learning to Learn from APIs: Black-Box Data-Free Meta-Learning ICML 2023
Meta-Learning of Prompt Generation for Lightweight Prompt Engineering on Language-Model-as-a-Service EMNLP 2023
Learning To Retain While Acquiring: Combating Distribution-Shift in Adversarial Data-Free Knowledge Distillation CVPR 2023
Federated Meta-Learning for Emotion and Sentiment Aware Multi-modal Complaint Identification EMNLP 2023
Meta-training with Demonstration Retrieval for Efficient Few-shot Learning ACL 2023
A Simple Recipe to Meta-Learn Forward and Backward Transfer ICCV 2023
Contrastive Learning with Generated Representations for Inductive Knowledge Graph Embedding ACL 2023
Hierarchical Programmatic Reinforcement Learning via Learning to Compose Programs ICML 2023
MetaF2N: Blind Image Super-Resolution by Learning Efficient Model Adaptation from Faces ICCV 2023
MetaVL: Transferring In-Context Learning Ability From Language Models to Vision-Language Models ACL 2023
Comparison of meta-learners for estimating multi-valued treatment heterogeneous effects ICML 2023
Learn TAROT with MENTOR: A Meta-Learned Self-Supervised Approach for Trajectory Prediction ICCV 2023
Task-adaptive Label Dependency Transfer for Few-shot Named Entity Recognition ACL 2023
Generalizable Implicit Neural Representations via Instance Pattern Composers CVPR 2023
Speeding Up Multi-Objective Hyperparameter Optimization by Task Similarity-Based Meta-Learning for the Tree-Structured Parzen Estimator IJCAI 2023
Regularisation for Efficient Softmax Parameter Generation in Low-Resource Text Classifiers IJCAI 2023
Human-Timescale Adaptation in an Open-Ended Task Space ICML 2023
Meta-Tsallis-Entropy Minimization: A New Self-Training Approach for Domain Adaptation on Text Classification IJCAI 2023
DisWOT: Student Architecture Search for Distillation WithOut Training CVPR 2023
MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning ACL 2023
Meta-Causal Learning for Single Domain Generalization CVPR 2023
System-Status-Aware Adaptive Network for Online Streaming Video Understanding CVPR 2023
SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail CVPR 2023
Meta Omnium: A Benchmark for General-Purpose Learning-To-Learn CVPR 2023