Meta-Learning

Learning New Tasks from a Few Examples with Soft-Label Prototypes ACL 2024 Learning Not to Regret AAAI 2024 Learning Quality Labels for Robust Image Classification WACV 2024 Learning to Defer to a Population: A Meta-Learning Approach AISTATS 2024 Learning to Learn Better Visual Prompts AAAI 2024 Learning to Learn in Interactive Constraint Acquisition AAAI 2024 Learning via Surrogate PAC-Bayes NeurIPS 2024 Localized Zeroth-Order Prompt Optimization NeurIPS 2024 MAMBA: an Effective World Model Approach for Meta-Reinforcement Learning ICLR 2024 MedINST: Meta Dataset of Biomedical Instructions EMNLP 2024 Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization NeurIPS 2024 MetaCARD: Meta-Reinforcement Learning with Task Uncertainty Feedback via Decoupled Context-Aware Reward and Dynamics Components AAAI 2024 MetaCloak: Preventing Unauthorized Subject-driven Text-to-image Diffusion-based Synthesis via Meta-learning CVPR 2024 Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving NeurIPS 2024 Meta Continual Learning Revisited: Implicitly Enhancing Online Hessian Approximation via Variance Reduction ICLR 2024 Meta-DiffuB: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration NeurIPS 2024 Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement NeurIPS 2024 Meta In-Context Learning Makes Large Language Models Better Zero and Few-Shot Relation Extractors IJCAI 2024 Meta Inverse Constrained Reinforcement Learning: Convergence Guarantee and Generalization Analysis ICLR 2024 Meta-Learned Attribute Self-Interaction Network for Continual and Generalized Zero-Shot Learning WACV 2024 Meta-Learned Kernel for Blind Super-Resolution Kernel Estimation WACV 2024 Meta-Learning-Based Adaptive Stability Certificates for Dynamical Systems AAAI 2024 Meta Learning in Bandits within shared affine Subspaces AISTATS 2024 Meta-Learning Universal Priors Using Non-Injective Change of Variables NeurIPS 2024 Meta-Learning via PAC-Bayesian with Data-Dependent Prior: Generalization Bounds from Local Entropy IJCAI 2024