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Lifelong learning

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Showing 251–300 of 475 papers

TitleStatusHype
Scalable Recollections for Continual Lifelong Learning—0
Scaling Distributed Multi-task Reinforcement Learning with Experience Sharing—0
Selective experience replay compression using coresets for lifelong deep reinforcement learning in medical imaging—0
Self-Contrastive Forward-Forward Algorithm—0
Self-Supervised Learning Aided Class-Incremental Lifelong Learning—0
Semantic Revolution from Communications to Orchestration for 6G: Challenges, Enablers, and Research Directions—0
Semantic Synergy: Unlocking Policy Insights and Learning Pathways Through Advanced Skill Mapping—0
Semantic TrueLearn: Using Semantic Knowledge Graphs in Recommendation Systems—0
Semi-Unsupervised Lifelong Learning for Sentiment Classification: Less Manual Data Annotation and More Self-Studying—0
SeNA-CNN: Overcoming Catastrophic Forgetting in Convolutional Neural Networks by Selective Network Augmentation—0
Sequential Editing for Lifelong Training of Speech Recognition Models—0
Sequential Learning for Domain Generalization—0
Sequential Transfer in Multi-armed Bandit with Finite Set of Models—0
Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer—0
Situational Confidence Assistance for Lifelong Shared Autonomy—0
SNOW: Subscribing to Knowledge via Channel Pooling for Transfer & Lifelong Learning of Convolutional Neural Networks—0
Solving Continual Offline RL through Selective Weights Activation on Aligned Spaces—0
Sparsity and Heterogeneous Dropout for Continual Learning in the Null Space of Neural Activations—0
Stable Lifelong Learning: Spiking neurons as a solution to instability in plastic neural networks—0
Controlled Forgetting: Targeted Stimulation and Dopaminergic Plasticity Modulation for Unsupervised Lifelong Learning in Spiking Neural Networks—0
Strategy Discovery and Mixture in Lifelong Learning from Heterogeneous Demonstration—0
Streaming LifeLong Learning With Any-Time Inference—0
Structural features of the fly olfactory circuit mitigate the stability-plasticity dilemma in continual learning—0
System Design for an Integrated Lifelong Reinforcement Learning Agent for Real-Time Strategy Games—0
Tackling Non-forgetting and Forward Transfer with a Unified Lifelong Learning Approach—0
TAME: Task Agnostic Continual Learning using Multiple Experts—0
Tasks Without Borders: A New Approach to Online Multi-Task Learning—0
Task-free Lifelong Robot Learning with Retrieval-based Weighted Local Adaptation—0
The Construction of Reality in an AI: A Review—0
The Empirical Impact of Forgetting and Transfer in Continual Visual Odometry—0
The Online Coupon-Collector Problem and Its Application to Lifelong Reinforcement Learning—0
The State of Lifelong Learning in Service Robots: Current Bottlenecks in Object Perception and Manipulation—0
Three continual learning scenarios and a case for generative replay—0
Thus Spake Long-Context Large Language Model—0
Towards AutoML in the presence of Drift: first results—0
Towards learning digital twin: case study on an anisotropic non-ideal rotor system—0
Towards Lifelong Learning Embeddings: An Algorithmic Approach to Dynamically Extend Embeddings—0
Towards Lifelong Learning of End-to-end ASR—0
Towards lifelong learning of Recurrent Neural Networks for control design—0
Towards Lifelong Self-Supervision: A Deep Learning Direction for Robotics—0
Triangular Dropout: Variable Network Width without Retraining—0
Uncertainty-based Modulation for Lifelong Learning—0
Uncertainty-guided Lifelong Learning in Bayesian Networks—0
Unicorn: Continual Learning with a Universal, Off-policy Agent—0
Unified Question Generation with Continual Lifelong Learning—0
Using Task Descriptions in Lifelong Machine Learning for Improved Performance and Zero-Shot Transfer—0
Using the Past Knowledge to Improve Sentiment Classification—0
Utilizing Priming to Identify Optimal Class Ordering to Alleviate Catastrophic Forgetting—0
VERSE: Virtual-Gradient Aware Streaming Lifelong Learning with Anytime Inference—0
Vision-Braille: An End-to-End Tool for Chinese Braille Image-to-Text Translation—0
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