Meta-Learning

Are Structural Concepts Universal in Transformer Language Models? Towards Interpretable Cross-Lingual Generalization EMNLP 2023 Breaking Immutable: Information-Coupled Prototype Elaboration for Few-Shot Object Detection AAAI 2023 CMVAE: Causal Meta VAE for Unsupervised Meta-Learning AAAI 2023 Construction of Hierarchical Neural Architecture Search Spaces based on Context-free Grammars NeurIPS 2023 Contrastive Token-Wise Meta-Learning for Unseen Performer Visual Temporal-Aligned Translation ACL 2023 DiffKendall: A Novel Approach for Few-Shot Learning with Differentiable Kendall's Rank Correlation NeurIPS 2023 Diversity-Aware Meta Visual Prompting CVPR 2023 Domain-General Crowd Counting in Unseen Scenarios AAAI 2023 Dynamic Offset Metric on Heterogeneous Information Networks for Cold-start Recommendation ACML 2023 ExPT: Synthetic Pretraining for Few-Shot Experimental Design NeurIPS 2023 Generalizable Implicit Neural Representations via Instance Pattern Composers CVPR 2023 Generative Semi-supervised Learning with Meta-Optimized Synthetic Samples ACML 2023 Ground-Truth Free Meta-Learning for Deep Compressive Sampling CVPR 2023 Guess the Instruction! Flipped Learning Makes Language Models Stronger Zero-Shot Learners ICLR 2023 Hyper-Decision Transformer for Efficient Online Policy Adaptation ICLR 2023 Image Quality-Aware Diagnosis via Meta-Knowledge Co-Embedding CVPR 2023 Improving Language Plasticity via Pretraining with Active Forgetting NeurIPS 2023 L2T-DLN: Learning to Teach with Dynamic Loss Network NeurIPS 2023 Learning to Initialize: Can Meta Learning Improve Cross-task Generalization in Prompt Tuning? ACL 2023 Learning to Learn Better for Video Object Segmentation AAAI 2023 Making Scalable Meta Learning Practical NeurIPS 2023 Meta Compositional Referring Expression Segmentation CVPR 2023 Meta Learning of Interface Conditions for Multi-Domain Physics-Informed Neural Networks ICML 2023 Meta-Learning Online Adaptation of Language Models EMNLP 2023 Meta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning ICLR 2023