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Lifelong learning

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TitleStatusHype
Learning Control Barrier Functions and their application in Reinforcement Learning: A Survey—0
Q-Tuning: Queue-based Prompt Tuning for Lifelong Few-shot Language Learning—0
RAM: Towards an Ever-Improving Memory System by Learning from Communications—0
AgentsCoDriver: Large Language Model Empowered Collaborative Driving with Lifelong Learning—0
Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts AdaptersCode3
Adaptive Hyperparameter Optimization for Continual Learning Scenarios—0
Lifelong Intelligence Beyond the Edge using Hyperdimensional ComputingCode1
Adaptive Discovering and Merging for Incremental Novel Class Discovery—0
Predicting Learning Performance with Large Language Models: A Study in Adult Literacy—0
Dynamic Environment Responsive Online Meta-Learning with Fairness Awareness—0
MoRAL: MoE Augmented LoRA for LLMs' Lifelong Learning—0
BOWLL: A Deceptively Simple Open World Lifelong LearnerCode0
Discounted Adaptive Online Learning: Towards Better RegularizationCode0
Looking for a better fit? An Incremental Learning Multimodal Object Referencing Framework adapting to Individual DriversCode0
CodeLL: A Lifelong Learning Dataset to Support the Co-Evolution of Data and Language Models of CodeCode1
Bayesian Metaplasticity from Synaptic Uncertainty—0
Continual learning for surface defect segmentation by subnetwork creation and selectionCode0
Cross-Modal Alternating Learning with Task-Aware Representations for Continual LearningCode0
Evaluating Pretrained models for Deployable Lifelong Learning—0
L3 Ensembles: Lifelong Learning Approach for Ensemble of Foundational Language Models—0
LOTUS: Continual Imitation Learning for Robot Manipulation Through Unsupervised Skill Discovery—0
A Definition of Open-Ended Learning Problems for Goal-Conditioned Agents—0
Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong LearningCode0
Lifelong Learning for Fog Load Balancing: A Transfer Learning Approach—0
Design Principles for Lifelong Learning AI Accelerators—0
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