Meta-Learning

Probabilistic Active Meta-Learning NeurIPS 2020 Proxy Network for Few Shot Learning ACML 2020 PyGlove: Symbolic Programming for Automated Machine Learning NeurIPS 2020 Query-efficient Meta Attack to Deep Neural Networks ICLR 2020 Rapid Learning or Feature Reuse? Towards Understanding the Effectiveness of MAML ICLR 2020 Real-Time Object Tracking via Meta-Learning: Efficient Model Adaptation and One-Shot Channel Pruning AAAI 2020 Reinforced Genetic Algorithm Learning for Optimizing Computation Graphs ICLR 2020 Representation Based Meta-Learning for Few-Shot Spoken Intent Recognition Interspeech 2020 Rethinking Class-Balanced Methods for Long-Tailed Visual Recognition From a Domain Adaptation Perspective CVPR 2020 Retrieve, Program, Repeat: Complex Knowledge Base Question Answering via Alternate Meta-learning IJCAI 2020 Robustifying Sequential Neural Processes ICML 2020 Robust Meta-learning for Mixed Linear Regression with Small Batches NeurIPS 2020 Scene-Adaptive Video Frame Interpolation via Meta-Learning CVPR 2020 Self-supervised Auxiliary Learning with Meta-paths for Heterogeneous Graphs NeurIPS 2020 Self-Supervised Deep Visual Odometry With Online Adaptation CVPR 2020 Self-Supervised Meta-Learning for Few-Shot Natural Language Classification Tasks EMNLP 2020 Semi-Supervised Neural Architecture Search NeurIPS 2020 Sentiment Classification in Customer Service Dialogue with Topic-Aware Multi-Task Learning AAAI 2020 Sequential Transfer in Reinforcement Learning with a Generative Model ICML 2020 SGAP-Net: Semantic-Guided Attentive Prototypes Network for Few-Shot Human-Object Interaction Recognition AAAI 2020 Sharing Knowledge in Multi-Task Deep Reinforcement Learning ICLR 2020 Single Episode Policy Transfer in Reinforcement Learning ICLR 2020 SMARTS: An Open-Source Scalable Multi-Agent RL Training School for Autonomous Driving CoRL 2020 Speaker Code Based Speaker Adaptive Training Using Model Agnostic Meta-Learning Interspeech 2020 Stepwise Model Selection for Sequence Prediction via Deep Kernel Learning AISTATS 2020