Learning Paradigms

LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning ICML 2023 Let’s Synthesize Step by Step: Iterative Dataset Synthesis with Large Language Models by Extrapolating Errors from Small Models EMNLP 2023 Ling-CL: Understanding NLP Models through Linguistic Curricula EMNLP 2023 Local or Global: Selective Knowledge Assimilation for Federated Learning with Limited Labels ICCV 2023 Low-Variance Gradient Estimation in Unrolled Computation Graphs with ES-Single ICML 2023 Making Scalable Meta Learning Practical NeurIPS 2023 MASTAF: A Model-Agnostic Spatio-Temporal Attention Fusion Network for Few-Shot Video Classification WACV 2023 Master: Meta Style Transformer for Controllable Zero-Shot and Few-Shot Artistic Style Transfer CVPR 2023 MAS: Towards Resource-Efficient Federated Multiple-Task Learning ICCV 2023 Measuring Pointwise 𝒱-Usable Information In-Context-ly EMNLP 2023 Memory-Based Invariance Learning for Out-of-Domain Text Classification EMNLP 2023 Memory-Based Optimization Methods for Model-Agnostic Meta-Learning and Personalized Federated Learning JMLR 2023 MetaAdapt: Domain Adaptive Few-Shot Misinformation Detection via Meta Learning ACL 2023 Meta-Auxiliary Learning for Adaptive Human Pose Prediction AAAI 2023 Meta-Causal Learning for Single Domain Generalization CVPR 2023 MetaDiffuser: Diffusion Model as Conditional Planner for Offline Meta-RL ICML 2023 Meta-domain Adversarial Contrastive Learning for Alleviating Individual Bias in Self-sentiment Predictions Interspeech 2023 MetaF2N: Blind Image Super-Resolution by Learning Efficient Model Adaptation from Faces ICCV 2023 Meta-forests: Domain generalization on random forests with meta-learning ACML 2023 MetaGCD: Learning to Continually Learn in Generalized Category Discovery ICCV 2023 Meta Knowledge Condensation for Federated Learning ICLR 2023 Meta-Learning Adversarial Bandit Algorithms NeurIPS 2023 Meta-learning for Robust Anomaly Detection AISTATS 2023 Meta-Learning for Simple Regret Minimization AAAI 2023 Meta-Learning in Games ICLR 2023