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Lifelong learning

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TitleStatusHype
Self-Constructing Neural Networks Through Random MutationCode0
Domain Curiosity: Learning Efficient Data Collection Strategies for Domain Adaptation—0
Few-Shot Lifelong Learning—0
Decision Rule Elicitation for Domain Adaptation—0
Fast On-Device Adaptation for Spiking Neural Networks via Online-Within-Online Meta-Learning—0
How do Quadratic Regularizers Prevent Catastrophic Forgetting: The Role of InterpolationCode0
Studying Catastrophic Forgetting in Neural Ranking ModelsCode0
Analysis of hidden feedback loops in continuous machine learning systemsCode0
Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer—0
FLAR: A Unified Prototype Framework for Few-Sample Lifelong Active Recognition—0
Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning—0
Fast MNAS: Uncertainty-aware Neural Architecture Search with Lifelong Learning—0
Bridging Graph Network to Lifelong Learning with Feature Interaction—0
Lifelong Learning in Multi-Armed Bandits—0
Continual Lifelong Learning in Natural Language Processing: A Survey—0
Multi-Domain Multi-Task Rehearsal for Lifelong Learning—0
Learn-Prune-Share for Lifelong LearningCode0
Calibrating CNNs for Lifelong LearningCode0
A Two-phase Prototypical Network Model for Incremental Few-shot Relation Classification—0
Lifelong Learning Without a Task Oracle—0
Using the Past Knowledge to Improve Sentiment Classification—0
Findings of the First Shared Task on Lifelong Learning Machine Translation—0
Efficient Meta Lifelong-Learning with Limited Memory—0
Hierarchical Affordance Discovery using Intrinsic Motivation—0
Lifelong Learning Dialogue Systems: Chatbots that Self-Learn On the Job—0
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