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Meta-Learning

1524 directly classified papers

Papers per year

Papers

In-Context Example Ordering Guided by Label Distributions NAACL 2024
All in One: Multi-task Prompting for Graph Neural Networks (Extended Abstract) IJCAI 2024
First-Explore, then Exploit: Meta-Learning to Solve Hard Exploration-Exploitation Trade-Offs NIPS 2024
Exploring Cross-Domain Few-Shot Classification via Frequency-Aware Prompting IJCAI 2024
FREE: Faster and Better Data-Free Meta-Learning CVPR 2024
Hacking Task Confounder in Meta-Learning IJCAI 2024
Meta-Reinforcement Learning via Exploratory Task Clustering AAAI 2024
VLM Agents Generate Their Own Memories: Distilling Experience into Embodied Programs of Thought NIPS 2024
Symplectic Neural Gaussian Processes for Meta-learning Hamiltonian Dynamics IJCAI 2024
Any-Way Meta Learning AAAI 2024
Meta-Learned Kernel for Blind Super-Resolution Kernel Estimation WACV 2024
Towards Autonomous Tool Utilization in Language Models: A Unified, Efficient and Scalable Framework COLING 2024
MetaJND: A Meta-Learning Approach for Just Noticeable Difference Estimation IJCAI 2024
A Metalearned Neural Circuit for Nonparametric Bayesian Inference NIPS 2024
Inference and Verbalization Functions During In-Context Learning EMNLP 2024
BigSmall: Efficient Multi-Task Learning for Disparate Spatial and Temporal Physiological Measurements WACV 2024
Large Language Models are In-context Teachers for Knowledge Reasoning EMNLP 2024
Tree-Instruct: A Preliminary Study of the Intrinsic Relationship between Complexity and Alignment COLING 2024
SynPrompt: Syntax-aware Enhanced Prompt Engineering for Aspect-based Sentiment Analysis COLING 2024
ADaPT: As-Needed Decomposition and Planning with Language Models NAACL 2024
Noise-Aware Differentially Private Regression via Meta-Learning NIPS 2024
MetaVers: Meta-Learned Versatile Representations for Personalized Federated Learning WACV 2024
Metacognitive Capabilities of LLMs: An Exploration in Mathematical Problem Solving NIPS 2024
IT2ACL Learning Easy-to-Hard Instructions via 2-Phase Automated Curriculum Learning for Large Language Models COLING 2024
HyperLoRA: Efficient Cross-task Generalization via Constrained Low-Rank Adapters Generation EMNLP 2024