Meta-Learning

Combining Parameter-efficient Modules for Task-level Generalisation EACL 2023 Context Shift Reduction for Offline Meta-Reinforcement Learning NeurIPS 2023 Contextual Gaussian Process Bandits with Neural Networks NeurIPS 2023 Contextual Stochastic Bilevel Optimization NeurIPS 2023 Continual Task Allocation in Meta-Policy Network via Sparse Prompting ICML 2023 ContraBAR: Contrastive Bayes-Adaptive Deep RL ICML 2023 Contrastive Knowledge-Augmented Meta-Learning for Few-Shot Classification WACV 2023 Contrastive Meta-Learning for Partially Observable Few-Shot Learning ICLR 2023 Contrastive Token-Wise Meta-Learning for Unseen Performer Visual Temporal-Aligned Translation ACL 2023 Cross-Domain Few-Shot Graph Classification with a Reinforced Task Coordinator AAAI 2023 DaMSTF: Domain Adversarial Learning Enhanced Meta Self-Training for Domain Adaptation ACL 2023 Decentralized Stochastic Bilevel Optimization with Improved per-Iteration Complexity ICML 2023 Deep Ranking Ensembles for Hyperparameter Optimization ICLR 2023 Delayed Feedback in Generalised Linear Bandits Revisited AISTATS 2023 DialCoT Meets PPO: Decomposing and Exploring Reasoning Paths in Smaller Language Models EMNLP 2023 DiFA: Differentiable Feature Acquisition AAAI 2023 Differentiable Meta Multigraph Search with Partial Message Propagation on Heterogeneous Information Networks AAAI 2023 Difficulty-Net: Learning To Predict Difficulty for Long-Tailed Recognition WACV 2023 Discovering Evolution Strategies via Meta-Black-Box Optimization ICLR 2023 Discovering General Reinforcement Learning Algorithms with Adversarial Environment Design NeurIPS 2023 Disentangled Multi-Fidelity Deep Bayesian Active Learning ICML 2023 Domain Generalization Guided by Gradient Signal to Noise Ratio of Parameters ICCV 2023 Dual Meta-Learning with Longitudinally Consistent Regularization for One-Shot Brain Tissue Segmentation Across the Human Lifespan ICCV 2023 Dynamic Heterogeneous Graph Attention Neural Architecture Search AAAI 2023 Effective Structured Prompting by Meta-Learning and Representative Verbalizer ICML 2023