Meta-Learning

Simulating Unknown Target Models for Query-Efficient Black-Box Attacks CVPR 2021 SMIL: Multimodal Learning with Severely Missing Modality AAAI 2021 Statistically and Computationally Efficient Linear Meta-representation Learning NeurIPS 2021 StyleMeUp: Towards Style-Agnostic Sketch-Based Image Retrieval CVPR 2021 Successor Feature Landmarks for Long-Horizon Goal-Conditioned Reinforcement Learning NeurIPS 2021 Tailoring: encoding inductive biases by optimizing unsupervised objectives at prediction time NeurIPS 2021 Task Aligned Generative Meta-learning for Zero-shot Learning AAAI 2021 Test-Time Fast Adaptation for Dynamic Scene Deblurring via Meta-Auxiliary Learning CVPR 2021 TNASP: A Transformer-based NAS Predictor with a Self-evolution Framework NeurIPS 2021 Towards Effective Context for Meta-Reinforcement Learning: an Approach based on Contrastive Learning AAAI 2021 Towards mental time travel: a hierarchical memory for reinforcement learning agents NeurIPS 2021 Towards Sample-efficient Overparameterized Meta-learning NeurIPS 2021 Transfer Graph Neural Networks for Pandemic Forecasting AAAI 2021 Transformation Invariant Few-Shot Object Detection CVPR 2021 Uncertainty-Guided Model Generalization to Unseen Domains CVPR 2021 Unsupervised Neural Machine Translation for Low-Resource Domains via Meta-Learning ACL 2021 Variational Continual Bayesian Meta-Learning NeurIPS 2021 Z-Score Normalization, Hubness, and Few-Shot Learning ICCV 2021 Accelerating and Improving AlphaZero Using Population Based Training AAAI 2020 A Closer Look at the Training Strategy for Modern Meta-Learning NeurIPS 2020 A Distance-Weighted Class-Homogeneous Neighbourhood Ratio for Algorithm Selection ACML 2020 A meta-learning approach to (re)discover plasticity rules that carve a desired function into a neural network NeurIPS 2020 A Meta-Transfer Objective for Learning to Disentangle Causal Mechanisms ICLR 2020 An Investigation of Few-Shot Learning in Spoken Term Classification Interspeech 2020 A Sample Complexity Separation between Non-Convex and Convex Meta-Learning ICML 2020