Meta-Learning

SRoUDA: Meta Self-Training for Robust Unsupervised Domain Adaptation AAAI 2023 SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail CVPR 2023 System-Status-Aware Adaptive Network for Online Streaming Video Understanding CVPR 2023 Task-adaptive Label Dependency Transfer for Few-shot Named Entity Recognition ACL 2023 Task-Adaptive Meta-Learning Framework for Advancing Spatial Generalizability AAAI 2023 Teaching to Learn: Sequential Teaching of Learners with Internal States AAAI 2023 The Effect of Diversity in Meta-Learning AAAI 2023 Towards Anytime Fine-tuning: Continually Pre-trained Language Models with Hypernetwork Prompts EMNLP 2023 Towards Reliable Neural Machine Translation with Consistency-Aware Meta-Learning AAAI 2023 Towards Scalable and Robust Structured Bandits: A Meta-Learning Framework AISTATS 2023 Train Hard, Fight Easy: Robust Meta Reinforcement Learning NeurIPS 2023 Transfer NAS with Meta-learned Bayesian Surrogates ICLR 2023 Transformers Learn In-Context by Gradient Descent ICML 2023 Understanding Train-Validation Split in Meta-Learning with Neural Networks ICLR 2023 Universal Information Extraction with Meta-Pretrained Self-Retrieval ACL 2023 What In-Context Learning “Learns” In-Context: Disentangling Task Recognition and Task Learning ACL 2023 Zero- and Few-Shot Event Detection via Prompt-Based Meta Learning ACL 2023 Adaptive Meta-learner via Gradient Similarity for Few-shot Text Classification COLING 2022 Adversarial Task Up-sampling for Meta-learning NeurIPS 2022 A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations AAAI 2022 A Hybrid Egocentric Activity Anticipation Framework via Memory-Augmented Recurrent and One-Shot Representation Forecasting CVPR 2022 A Modern Self-Referential Weight Matrix That Learns to Modify Itself ICML 2022 Amsqr at SemEval-2022 Task 4: Towards AutoNLP via Meta-Learning and Adversarial Data Augmentation for PCL Detection SemEval 2022 An Enhanced Span-based Decomposition Method for Few-Shot Sequence Labeling NAACL 2022 A Nested Bi-level Optimization Framework for Robust Few Shot Learning AAAI 2022