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Meta-Learning

722 directly classified papers

Papers per year

Papers

PLAES: Prompt-generalized and Level-aware Learning Framework for Cross-prompt Automated Essay Scoring COLING 2024
Meta-Reinforcement Learning with Universal Policy Adaptation: Provable Near-Optimality under All-task Optimum Comparator NIPS 2024
Test-Time Domain Adaptation by Learning Domain-Aware Batch Normalization AAAI 2024
PORTAL: Automatic Curricula Generation for Multiagent Reinforcement Learning AAAI 2024
On the Identifiability of Hybrid Deep Generative Models: Meta-Learning as a Solution NIPS 2024
Symplectic Neural Gaussian Processes for Meta-learning Hamiltonian Dynamics IJCAI 2024
MetaCARD: Meta-Reinforcement Learning with Task Uncertainty Feedback via Decoupled Context-Aware Reward and Dynamics Components AAAI 2024
Learning Not to Regret AAAI 2024
XLand-MiniGrid: Scalable Meta-Reinforcement Learning Environments in JAX NIPS 2024
Dual-Level Curriculum Meta-Learning for Noisy Few-Shot Learning Tasks AAAI 2024
Scaling Few-Shot Learning for the Open World AAAI 2024
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving NIPS 2024
Meta-Learning via PAC-Bayesian with Data-Dependent Prior: Generalization Bounds from Local Entropy IJCAI 2024
DC-NAS: Divide-and-Conquer Neural Architecture Search for Multi-Modal Classification AAAI 2024
Unsupervised Training Sequence Design: Efficient and Generalizable Agent Training AAAI 2024
Meta-DT: Offline Meta-RL as Conditional Sequence Modeling with World Model Disentanglement NIPS 2024
Any-Way Meta Learning AAAI 2024
Zero-Shot Task Adaptation with Relevant Feature Information AAAI 2024
Memory-Efficient Gradient Unrolling for Large-Scale Bi-level Optimization NIPS 2024
Rethinking Dimensional Rationale in Graph Contrastive Learning from Causal Perspective AAAI 2024
Meta-Learning-Based Adaptive Stability Certificates for Dynamical Systems AAAI 2024
Decoupling Meta-Reinforcement Learning with Gaussian Task Contexts and Skills AAAI 2024
On task-relevant loss functions in meta-reinforcement learning L4DC 2024
Learning Quality Labels for Robust Image Classification WACV 2024
Meta-Reinforcement Learning via Exploratory Task Clustering AAAI 2024