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Lifelong learning

Papers

Showing 51100 of 475 papers

TitleStatusHype
Diffusion Augmented Agents: A Framework for Efficient Exploration and Transfer Learning0
Overcoming Catastrophic Forgetting in Tabular Data Classification: A Pseudorehearsal-based approach0
CLEO: Continual Learning of Evolving Ontologies0
Vision-Braille: An End-to-End Tool for Chinese Braille Image-to-Text Translation0
Sequential Editing for Lifelong Training of Speech Recognition Models0
Semantic Revolution from Communications to Orchestration for 6G: Challenges, Enablers, and Research Directions0
Mitigate Negative Transfer with Similarity Heuristic Lifelong Prompt TuningCode0
Towards Lifelong Learning of Large Language Models: A SurveyCode2
Lifelong Learning of Video Diffusion Models From a Single Video Stream0
CLoG: Benchmarking Continual Learning of Image Generation ModelsCode1
Context Gating in Spiking Neural Networks: Achieving Lifelong Learning through Integration of Local and Global Plasticity0
Conditional Language Learning with ContextCode0
The Empirical Impact of Forgetting and Transfer in Continual Visual Odometry0
Lifelong learning challenges in the era of artificial intelligence: a computational thinking perspective0
Lifelong Learning Using a Dynamically Growing Tree of Sub-networks for Domain Generalization in Video Object Segmentation0
Auto-selected Knowledge Adapters for Lifelong Person Re-identification0
Statistical Context Detection for Deep Lifelong Reinforcement LearningCode0
Lifelong Learning and Selective Forgetting via Contrastive Strategy0
Image-Text-Image Knowledge Transferring for Lifelong Person Re-Identification with Hybrid Clothing States0
CLIP model is an Efficient Online Lifelong LearnerCode0
U-TELL: Unsupervised Task Expert Lifelong LearningCode0
Adaptive Retention & Correction: Test-Time Training for Continual Learning0
Learning To Play Atari Games Using Dueling Q-Learning and Hebbian PlasticityCode0
Lifelong Knowledge Editing for LLMs with Retrieval-Augmented Continuous Prompt LearningCode1
Beyond Unimodal Learning: The Importance of Integrating Multiple Modalities for Lifelong LearningCode0
Learning Control Barrier Functions and their application in Reinforcement Learning: A Survey0
Q-Tuning: Queue-based Prompt Tuning for Lifelong Few-shot Language Learning0
RAM: Towards an Ever-Improving Memory System by Learning from Communications0
AgentsCoDriver: Large Language Model Empowered Collaborative Driving with Lifelong Learning0
Boosting Continual Learning of Vision-Language Models via Mixture-of-Experts AdaptersCode3
Adaptive Hyperparameter Optimization for Continual Learning Scenarios0
Lifelong Intelligence Beyond the Edge using Hyperdimensional ComputingCode1
Adaptive Discovering and Merging for Incremental Novel Class Discovery0
Predicting Learning Performance with Large Language Models: A Study in Adult Literacy0
Dynamic Environment Responsive Online Meta-Learning with Fairness Awareness0
MoRAL: MoE Augmented LoRA for LLMs' Lifelong Learning0
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 Uncertainty0
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 Learning0
L3 Ensembles: Lifelong Learning Approach for Ensemble of Foundational Language Models0
LOTUS: Continual Imitation Learning for Robot Manipulation Through Unsupervised Skill Discovery0
A Definition of Open-Ended Learning Problems for Goal-Conditioned Agents0
Dual Cognitive Architecture: Incorporating Biases and Multi-Memory Systems for Lifelong LearningCode0
Lifelong Learning for Fog Load Balancing: A Transfer Learning Approach0
Design Principles for Lifelong Learning AI Accelerators0
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