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Meta-Learning

1524 directly classified papers

Papers per year

Papers

AutoGEL: An Automated Graph Neural Network with Explicit Link Information NIPS 2021
Variational Continual Bayesian Meta-Learning NIPS 2021
Distilling Meta Knowledge on Heterogeneous Graph for Illicit Drug Trafficker Detection on Social Media NIPS 2021
Hardware-adaptive Efficient Latency Prediction for NAS via Meta-Learning NIPS 2021
Few-Round Learning for Federated Learning NIPS 2021
Parameter Prediction for Unseen Deep Architectures NIPS 2021
Continual Learning via Local Module Composition NIPS 2021
Meta-Learning for Relative Density-Ratio Estimation NIPS 2021
Offline Meta Reinforcement Learning -- Identifiability Challenges and Effective Data Collection Strategies NIPS 2021
Efficient Learning of Discrete-Continuous Computation Graphs NIPS 2021
Variational Automatic Curriculum Learning for Sparse-Reward Cooperative Multi-Agent Problems NIPS 2021
Dynamic population-based meta-learning for multi-agent communication with natural language NIPS 2021
PerSim: Data-Efficient Offline Reinforcement Learning with Heterogeneous Agents via Personalized Simulators NIPS 2021
Provable Model-based Nonlinear Bandit and Reinforcement Learning: Shelve Optimism, Embrace Virtual Curvature NIPS 2021
Improving Generalization in Meta-RL with Imaginary Tasks from Latent Dynamics Mixture NIPS 2021
Discovery of Options via Meta-Learned Subgoals NIPS 2021
Test-Time Personalization with a Transformer for Human Pose Estimation NIPS 2021
Noether Networks: meta-learning useful conserved quantities NIPS 2021
On sensitivity of meta-learning to support data NIPS 2021
Grad2Task: Improved Few-shot Text Classification Using Gradients for Task Representation NIPS 2021
Leveraging the Inductive Bias of Large Language Models for Abstract Textual Reasoning NIPS 2021
Task-Adaptive Neural Network Search with Meta-Contrastive Learning NIPS 2021
Federated Reconstruction: Partially Local Federated Learning NIPS 2021
Decrypting Cryptic Crosswords: Semantically Complex Wordplay Puzzles as a Target for NLP NIPS 2021
Toward Robust Long Range Policy Transfer AAAI 2021