Meta-Learning

Context is Environment ICLR 2024 Continual Learning for Motion Prediction Model via Meta-Representation Learning and Optimal Memory Buffer Retention Strategy CVPR 2024 Contrastive Difference Predictive Coding ICLR 2024 Cost-Efficient Subjective Task Annotation and Modeling through Few-Shot Annotator Adaptation EMNLP 2024 Cross-Lingual Named Entity Recognition for Low-Resource Languages: A Hindi-Nepali Case Study Using Multilingual BERT Models EMNLP 2024 DAM: Towards a Foundation Model for Forecasting ICLR 2024 DATS: Difficulty-Aware Task Sampler for Meta-Learning Physics-Informed Neural Networks ICLR 2024 Decomposed Prompt Decision Transformer for Efficient Unseen Task Generalization NeurIPS 2024 “Define Your Terms” : Enhancing Efficient Offensive Speech Classification with Definition EACL 2024 Discovering plasticity rules that organize and maintain neural circuits NeurIPS 2024 Discovering Temporally-Aware Reinforcement Learning Algorithms ICLR 2024 DynaMITE-RL: A Dynamic Model for Improved Temporal Meta-Reinforcement Learning NeurIPS 2024 Efficient Heterogeneous Meta-Learning via Channel Shuffling Modulation ICLR 2024 Efficient Offline Meta-Reinforcement Learning via Robust Task Representations and Adaptive Policy Generation IJCAI 2024 EG-NAS: Neural Architecture Search with Fast Evolutionary Exploration AAAI 2024 ELF-UA: Efficient Label-Free User Adaptation in Gaze Estimation IJCAI 2024 Enhancing Agent Learning through World Dynamics Modeling EMNLP 2024 Epitopological learning and Cannistraci-Hebb network shape intelligence brain-inspired theory for ultra-sparse advantage in deep learning ICLR 2024 Experiential Co-Learning of Software-Developing Agents ACL 2024 Exploring Cross-Domain Few-Shot Classification via Frequency-Aware Prompting IJCAI 2024 Exploring the Relationship between In-Context Learning and Instruction Tuning EMNLP 2024 Fairness-Aware Meta-Learning via Nash Bargaining NeurIPS 2024 FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings NeurIPS 2024 Fast Adaptation for Human Pose Estimation via Meta-Optimization CVPR 2024 Fast Value Tracking for Deep Reinforcement Learning ICLR 2024