Meta-Learning

Assimilation and Accommodation: Task-Adaptive Hierarchical Abstraction for Solving Web Tasks ACL 2025 A Stochastic Approach to Bi-Level Optimization for Hyperparameter Optimization and Meta Learning AAAI 2025 Augmenting Online Algorithms for Knapsack Problem with Total Weight Information AAAI 2025 AutoMixer: Checkpoint Artifacts as Automatic Data Mixers ACL 2025 B2Opt: Learning to Optimize Black-box Optimization with Little Budget AAAI 2025 Balanced Direction from Multifarious Choices: Arithmetic Meta-Learning for Domain Generalization CVPR 2025 Bayes Meets Bernstein at the Meta Level: an Analysis of Fast Rates in Meta-Learning with PAC-Bayes JMLR 2025 Cache-Efficient Posterior Sampling for Reinforcement Learning with LLM-Derived Priors Across Discrete and Continuous Domains EMNLP 2025 Comparative Analysis of Demonstration Selection Algorithms for In-Context Learning in Large Language Models (Student Abstract) AAAI 2025 Counterfactual Task-augmented Meta-learning for Cold-start Sequential Recommendation AAAI 2025 Data-Driven Performance Guarantees for Classical and Learned Optimizers JMLR 2025 Detecting Sockpuppetry on Wikipedia Using Meta-Learning ACL 2025 DIP: Unsupervised Dense In-Context Post-training of Visual Representations ICCV 2025 Discovering Options That Minimize Average Planning Time AAAI 2025 Distributed Stochastic Bilevel Optimization: Improved Complexity and Heterogeneity Analysis JMLR 2025 DocTTT: Test-Time Training for Handwritten Document Recognition using Meta-Auxiliary Learning WACV 2025 Domain Pre-training Impact on Representations EMNLP 2025 Dual Reciprocal Learning of Language-based Human Motion Understanding and Generation ICCV 2025 Efficient Cross-Episode Meta-RL ICLR 2025 Efficiently Escaping Saddle Points in Bilevel Optimization JMLR 2025 Energy vs. Noise: Towards Robust Temporal Action Localization in Open-World AAAI 2025 Enhancing Online Reinforcement Learning with Meta-Learned Objective from Offline Data AAAI 2025 EvoAgentX: An Automated Framework for Evolving Agentic Workflows EMNLP 2025 EvoCL: Continual Learning over Evolving Domains WACV 2025 Evolutionary Large Language Model for Automated Feature Transformation AAAI 2025