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Meta-Learning

1524 directly classified papers

Papers per year

Papers

Efficient Meta Neural Heuristic for Multi-Objective Combinatorial Optimization NIPS 2023
Difficulty-Net: Learning To Predict Difficulty for Long-Tailed Recognition WACV 2023
FAMO: Fast Adaptive Multitask Optimization NIPS 2023
Generalizable Decision Boundaries: Dualistic Meta-Learning for Open Set Domain Generalization ICCV 2023
Generalizable Neural Fields as Partially Observed Neural Processes ICCV 2023
FiD-ICL: A Fusion-in-Decoder Approach for Efficient In-Context Learning ACL 2023
Hierarchical Multi-Agent Skill Discovery NIPS 2023
Making Scalable Meta Learning Practical NIPS 2023
Exploiting Inferential Structure in Neural Processes UAI 2023
Meta-learning Control Variates: Variance Reduction with Limited Data UAI 2023
Structured State Space Models for In-Context Reinforcement Learning NIPS 2023
Lifelong bandit optimization: no prior and no regret UAI 2023
Supervised Pretraining Can Learn In-Context Reinforcement Learning NIPS 2023
Event-based Temporally Dense Optical Flow Estimation with Sequential Learning ICCV 2023
Parameterizing Non-Parametric Meta-Reinforcement Learning Tasks via Subtask Decomposition NIPS 2023
Learning to Search Feasible and Infeasible Regions of Routing Problems with Flexible Neural k-Opt NIPS 2023
Learning Sequential Acquisition Policies for Robot-Assisted Feeding CORL 2023
AutoKeras: An AutoML Library for Deep Learning JMLR 2023
Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models ICCV 2023
Bootstrap Your Own Skills: Learning to Solve New Tasks with Large Language Model Guidance CORL 2023
AdaptSim: Task-Driven Simulation Adaptation for Sim-to-Real Transfer CORL 2023
PreCo: Enhancing Generalization in Co-Design of Modular Soft Robots via Brain-Body Pre-Training CORL 2023
Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning ACL 2023
Information Maximizing Curriculum: A Curriculum-Based Approach for Learning Versatile Skills NIPS 2023
Im-Promptu: In-Context Composition from Image Prompts NIPS 2023