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Lifelong learning

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TitleStatusHype
Representative Task Self-selection for Flexible Clustered Lifelong Learning—0
Sentence Embedding Alignment for Lifelong Relation ExtractionCode0
Attention-Based Structural-Plasticity—0
Generative Memory for Lifelong Reinforcement Learning—0
Online Meta-Learning—0
Controlled Forgetting: Targeted Stimulation and Dopaminergic Plasticity Modulation for Unsupervised Lifelong Learning in Spiking Neural Networks—0
Lifelong Testing of Smart Autonomous Systems by Shepherding a Swarm of Watchdog Artificial Intelligence Agents—0
Learning What to Remember: Long-term Episodic Memory Networks for Learning from Streaming Data—0
Efficient Lifelong Learning with A-GEMCode0
Towards Training Recurrent Neural Networks for Lifelong Learning—0
On the role of neurogenesis in overcoming catastrophic forgetting—0
Accumulating Knowledge for Lifelong Online Learning—0
Toward an AI Physicist for Unsupervised LearningCode0
Three continual learning scenarios and a case for generative replay—0
Uncertainty-guided Lifelong Learning in Bayesian Networks—0
Abstraction Learning—0
Flatland: a Lightweight First-Person 2-D Environment for Reinforcement Learning—0
Lifelong Learning via Progressive Distillation and Retrospection—0
Deep Stacked Stochastic Configuration Networks for Lifelong Learning of Non-Stationary Data Streams—0
Will it Blend? Composing Value Functions in Reinforcement Learning—0
Policy and Value Transfer in Lifelong Reinforcement Learning—0
Selfless Sequential LearningCode0
Lifelong Learning of Spatiotemporal Representations with Dual-Memory Recurrent Self-OrganizationCode0
Self-Net: Lifelong Learning via Continual Self-ModelingCode0
Lifelong Domain Word Embedding via Meta-LearningCode0
Differentiable plasticity: training plastic neural networks with backpropagationCode0
HOUDINI: Lifelong Learning as Program SynthesisCode0
Computational Theories of Curiosity-Driven Learning—0
Selective Experience Replay for Lifelong LearningCode0
Unicorn: Continual Learning with a Universal, Off-policy Agent—0
SeNA-CNN: Overcoming Catastrophic Forgetting in Convolutional Neural Networks by Selective Network Augmentation—0
Intrinsic Motivation and Mental Replay enable Efficient Online Adaptation in Stochastic Recurrent Networks—0
Continual Lifelong Learning with Neural Networks: A Review—0
Disentangling Aspect and Opinion Words in Target-based Sentiment Analysis using Lifelong Learning—0
Lifelong Learning for Sentiment Classification—0
Generation and Consolidation of Recollections for Efficient Deep Lifelong Learning—0
Lifelong Learning with Output Kernels—0
Lifelong Learning by Adjusting Priors—0
Lifelong Word Embedding via Meta-Learning—0
Memory Aware Synapses: Learning what (not) to forgetCode0
Scalable Recollections for Continual Lifelong Learning—0
Addressing Expensive Multi-objective Games with Postponed Preference Articulation via Memetic Co-evolution—0
Using Task Descriptions in Lifelong Machine Learning for Improved Performance and Zero-Shot Transfer—0
Multi-Agent Distributed Lifelong Learning for Collective Knowledge Acquisition—0
Benchmark Environments for Multitask Learning in Continuous DomainsCode0
Lifelong Learning with Dynamically Expandable NetworksCode0
Lifelong Learning in Costly Feature Spaces—0
Lifelong Generative ModelingCode0
Voltage-Driven Domain-Wall Motion based Neuro-Synaptic Devices for Dynamic On-line Learning—0
CORe50: a New Dataset and Benchmark for Continuous Object RecognitionCode0
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