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Lifelong learning

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TitleStatusHype
Voyager: An Open-Ended Embodied Agent with Large Language ModelsCode5
LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot LearningCode3
Lifelong Learning of Large Language Model based Agents: A RoadmapCode3
Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts AdaptersCode3
Generative replay with feedback connections as a general strategy for continual learningCode2
LifelongAgentBench: Evaluating LLM Agents as Lifelong LearnersCode2
UltraEdit: Training-, Subject-, and Memory-Free Lifelong Editing in Large Language ModelsCode2
LeanAgent: Lifelong Learning for Formal Theorem ProvingCode2
Towards Lifelong Learning of Large Language Models: A SurveyCode2
On-Device Training Under 256KB MemoryCode2
Three scenarios for continual learningCode2
Lifelong-MonoDepth: Lifelong Learning for Multi-Domain Monocular Metric Depth EstimationCode1
Lifelong Teacher-Student Network LearningCode1
Lifelong Policy Gradient Learning of Factored Policies for Faster Training Without ForgettingCode1
Lifelong Learning of Compositional StructuresCode1
Lifelong Intelligence Beyond the Edge using Hyperdimensional ComputingCode1
Lifelong Learning on Evolving Graphs Under the Constraints of Imbalanced Classes and New ClassesCode1
Lightweight Learner for Shared Knowledge Lifelong LearningCode1
Lifelong Learning of Graph Neural Networks for Open-World Node ClassificationCode1
Learning latent representations across multiple data domains using Lifelong VAEGANCode1
Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong LearningCode1
Learning the Superpixel in a Non-iterative and Lifelong MannerCode1
Accelerating lifelong reinforcement learning via reshaping rewardsCode1
Lifelong Learning based Disease Diagnosis on Clinical NotesCode1
Automatically Optimized Gradient Boosting Trees for Classifying Large Volume High Cardinality Data Streams Under Concept DriftCode1
Lifelong Learning MetricsCode1
Lifelong Machine Learning of Functionally Compositional StructuresCode1
Omnidirectional Transfer for Quasilinear Lifelong LearningCode1
Lifelong Person Re-Identification via Adaptive Knowledge AccumulationCode1
Lifelong Person Re-Identification via Knowledge Refreshing and ConsolidationCode1
ELLE: Efficient Lifelong Pre-training for Emerging DataCode1
Incremental Prompting: Episodic Memory Prompt for Lifelong Event DetectionCode1
Lifelong Event Detection with Knowledge TransferCode1
Continuous Coordination As a Realistic Scenario for Lifelong LearningCode1
Distribution-aware Forgetting Compensation for Exemplar-Free Lifelong Person Re-identificationCode1
Compacting, Picking and Growing for Unforgetting Continual LearningCode1
A Lifelong Learning Approach to Brain MR Segmentation Across Scanners and ProtocolsCode1
Deep Bayesian Unsupervised Lifelong LearningCode1
Continual evaluation for lifelong learning: Identifying the stability gapCode1
GAN Memory with No ForgettingCode1
IIRC: Incremental Implicitly-Refined ClassificationCode1
An Empirical Investigation of the Role of Pre-training in Lifelong LearningCode1
Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot LearningCode1
Class-Incremental Lifelong Learning in Multi-Label ClassificationCode1
CatNet: Class Incremental 3D ConvNets for Lifelong Egocentric Gesture RecognitionCode1
Learning to Continually LearnCode1
CLoG: Benchmarking Continual Learning of Image Generation ModelsCode1
Lifelong Incremental Reinforcement Learning with Online Bayesian InferenceCode1
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt LearningCode1
BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong LearningCode1
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