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Lifelong learning

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Showing 1–50 of 475 papers

TitleStatusHype
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
Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot LearningCode1
LiloDriver: A Lifelong Learning Framework for Closed-loop Motion Planning in Long-tail Autonomous Driving ScenariosCode0
UltraEdit: Training-, Subject-, and Memory-Free Lifelong Editing in Large Language ModelsCode2
LiBOG: Lifelong Learning for Black-Box Optimizer GenerationCode0
LifelongAgentBench: Evaluating LLM Agents as Lifelong LearnersCode2
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
Distribution-aware Forgetting Compensation for Exemplar-Free Lifelong Person Re-identificationCode1
Phoenix: A Motion-based Self-Reflection Framework for Fine-grained Robotic Action CorrectionCode1
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
Lifelong Learning of Large Language Model based Agents: A RoadmapCode3
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
Intelligent Tutors for Adult Learners: An Analysis of Needs and Challenges—0
Privacy-Preserving Federated Learning with Differentially Private Hyperdimensional Computing—0
ADAM: An Embodied Causal Agent in Open-World Environments—0
Solving Continual Offline RL through Selective Weights Activation on Aligned Spaces—0
Long Term Memory: The Foundation of AI Self-Evolution—0
LeanAgent: Lifelong Learning for Formal Theorem ProvingCode2
Task-free Lifelong Robot Learning with Retrieval-based Weighted Local Adaptation—0
Drift to Remember—0
Self-Contrastive Forward-Forward Algorithm—0
CHIRPs: Change-Induced Regret Proxy metrics for Lifelong Reinforcement Learning—0
Towards Lifelong Learning Embeddings: An Algorithmic Approach to Dynamically Extend Embeddings—0
Towards learning digital twin: case study on an anisotropic non-ideal rotor system—0
Lifelong Reinforcement Learning via Neuromodulation—0
Continual Learning of Nonlinear Independent Representations—0
VIPeR: Visual Incremental Place Recognition with Adaptive Mining and Continual Learning—0
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