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Lifelong learning
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논문
이 태스크와 하위 분야의 관련 논문입니다. 실제 성능 비교는 평가 결과에서 확인하세요.
Overcoming catastrophic forgetting in neural networks
Ella: Embodied Social Agents with Lifelong Memory
Dialogic Pedagogy for Large Language Models: Aligning Conversational AI with Proven Theories of Learning
Dynamic Mixture of Progressive Parameter-Efficient Expert Library for Lifelong Robot Learning
LiloDriver: A Lifelong Learning Framework for Closed-loop Motion Planning in Long-tail Autonomous Driving Scenarios
UltraEdit: Training-, Subject-, and Memory-Free Lifelong Editing in Large Language Models
LiBOG: Lifelong Learning for Black-Box Optimizer Generation
LifelongAgentBench: Evaluating LLM Agents as Lifelong Learners
Privacy-Aware Lifelong Learning
Lifelong Whole Slide Image Analysis: Online Vision-Language Adaptation and Past-to-Present Gradient Distillation
Monitoring morphometric drift in lifelong learning segmentation of the spinal cord
Distribution-aware Forgetting Compensation for Exemplar-Free Lifelong Person Re-identification
Phoenix: A Motion-based Self-Reflection Framework for Fine-grained Robotic Action Correction
Parameter-Efficient Continual Fine-Tuning: A Survey
Adaptive Synaptogenesis Implemented on a Nanomagnetic Platform
Explainability and Continual Learning meet Federated Learning at the Network Edge
If an LLM Were a Character, Would It Know Its Own Story? Evaluating Lifelong Learning in LLMs
Parental Guidance: Efficient Lifelong Learning through Evolutionary Distillation
Lifelong Evolution of Swarms
Semantic Synergy: Unlocking Policy Insights and Learning Pathways Through Advanced Skill Mapping
Lifelong Learning with Task-Specific Adaptation: Addressing the Stability-Plasticity Dilemma
Thus Spake Long-Context Large Language Model
Structural features of the fly olfactory circuit mitigate the stability-plasticity dilemma in continual learning
Beyond Task Diversity: Provable Representation Transfer for Sequential Multi-Task Linear Bandits
Continual Deep Active Learning for Medical Imaging: Replay-Base Architecture for Context Adaptation
Lifelong Learning of Large Language Model based Agents: A Roadmap
Language-Inspired Relation Transfer for Few-shot Class-Incremental Learning
Generate to Discriminate: Expert Routing for Continual Learning
ConfigX: Modular Configuration for Evolutionary Algorithms via Multitask Reinforcement Learning
A multi-criteria decision support system to evaluate the effectiveness of training courses on citizens' employability
Investigating Plausibility of Biologically Inspired Bayesian Learning in ANNs
APT: Architectural Planning and Text-to-Blueprint Construction Using Large Language Models for Open-World Agents
CLFace: A Scalable and Resource-Efficient Continual Learning Framework for Lifelong Face Recognition
Intelligent Tutors for Adult Learners: An Analysis of Needs and Challenges
Privacy-Preserving Federated Learning with Differentially Private Hyperdimensional Computing
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