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Lifelong learning

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Showing 51–100 of 475 papers

TitleStatusHype
Lifelong Policy Gradient Learning of Factored Policies for Faster Training Without ForgettingCode1
Meta-Learning through Hebbian Plasticity in Random NetworksCode1
Lifelong Learning of Graph Neural Networks for Open-World Node ClassificationCode1
Neural Topic Modeling with Continual Lifelong LearningCode1
GAN Memory with No ForgettingCode1
Unified Models of Human Behavioral Agents in Bandits, Contextual Bandits and RLCode1
PODNet: Pooled Outputs Distillation for Small-Tasks Incremental LearningCode1
Omnidirectional Transfer for Quasilinear Lifelong LearningCode1
CatNet: Class Incremental 3D ConvNets for Lifelong Egocentric Gesture RecognitionCode1
Learning to Continually LearnCode1
BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong LearningCode1
A Boolean Task Algebra for Reinforcement LearningCode1
Towards an Integrative Educational Recommender for Lifelong LearnersCode1
Automatically Optimized Gradient Boosting Trees for Classifying Large Volume High Cardinality Data Streams Under Concept DriftCode1
Compacting, Picking and Growing for Unforgetting Continual LearningCode1
A Story of Two Streams: Reinforcement Learning Models from Human Behavior and NeuropsychiatryCode1
Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong LearningCode1
Efficient Forward Architecture SearchCode1
Model Primitive Hierarchical Lifelong Reinforcement LearningCode1
A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and ProtocolsCode1
Rotate your Networks: Better Weight Consolidation and Less Catastrophic ForgettingCode1
Overcoming catastrophic forgetting in neural networks—0
Ella: Embodied Social Agents with Lifelong Memory—0
Dialogic Pedagogy for Large Language Models: Aligning Conversational AI with Proven Theories of Learning—0
LiloDriver: A Lifelong Learning Framework for Closed-loop Motion Planning in Long-tail Autonomous Driving ScenariosCode0
LiBOG: Lifelong Learning for Black-Box Optimizer GenerationCode0
Privacy-Aware Lifelong LearningCode0
Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient Distillation—0
Monitoring morphometric drift in lifelong learning segmentation of the spinal cord—0
Parameter-Efficient Continual Fine-Tuning: A Survey—0
Adaptive Synaptogenesis Implemented on a Nanomagnetic Platform—0
Explainability and Continual Learning meet Federated Learning at the Network Edge—0
If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs—0
Parental Guidance: Efficient Lifelong Learning through Evolutionary Distillation—0
Lifelong Evolution of Swarms—0
Semantic Synergy: Unlocking Policy Insights and Learning Pathways Through Advanced Skill Mapping—0
Lifelong Learning with Task-Specific Adaptation: Addressing the Stability-Plasticity Dilemma—0
Thus Spake Long-Context Large Language Model—0
AI-Augmented Neuroplasticity Theory (AANT): A Framework for Resilience and Innovation—0
Structural features of the fly olfactory circuit mitigate the stability-plasticity dilemma in continual learning—0
Beyond Task Diversity: Provable Representation Transfer for Sequential Multi-Task Linear BanditsCode0
Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context AdaptationCode0
Language-Inspired Relation Transfer for Few-shot Class-Incremental Learning—0
DKC: Differentiated Knowledge Consolidation for Cloth-Hybrid Lifelong Person Re-identificationCode0
Generate to Discriminate: Expert Routing for Continual Learning—0
ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement LearningCode0
A multi-criteria decision support system to evaluate the effectiveness of training courses on citizens' employability—0
Investigating Plausibility of Biologically Inspired Bayesian Learning in ANNs—0
APT: Architectural Planning and Text-to-Blueprint Construction Using Large Language Models for Open-World AgentsCode0
CLFace: A Scalable and Resource-Efficient Continual Learning Framework for Lifelong Face Recognition—0
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