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Lifelong learning

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Showing 351–400 of 475 papers

TitleStatusHype
L3DOC: Lifelong 3D Object Classification—0
Large-scale Kernel Methods and Applications to Lifelong Robot Learning—0
Lifelong learning for text retrieval and recognition in historical handwritten document collections—0
Reducing Catastrophic Forgetting in Modular Neural Networks by Dynamic Information Balancing—0
Adaptive Online Planning for Continual Lifelong LearningCode0
A Unified Framework for Lifelong Learning in Deep Neural Networks—0
A Conceptual Framework for Lifelong Learning—0
TrueLearn: A Family of Bayesian Algorithms to Match Lifelong Learners to Open Educational ResourcesCode0
Gamma-Nets: Generalizing Value Estimation over Timescale—0
OpenLORIS-Object: A Robotic Vision Dataset and Benchmark for Lifelong Deep LearningCode0
Adversarial Feature Alignment: Avoid Catastrophic Forgetting in Incremental Task Lifelong Learning—0
No-regret Non-convex Online Meta-Learning—0
Overcoming Forgetting in Federated Learning on Non-IID Data—0
Fast Task-Adaptation for Tasks Labeled Using Natural Language in Reinforcement Learning—0
Lifelong Neural Topic Learning in Contextualized Autoregressive Topic Models of Language via Informative Transfers—0
Continual Learning via Principal Components Projection—0
Learning with Long-term Remembering: Following the Lead of Mixed Stochastic Gradient—0
Improved Schemes for Episodic Memory-based Lifelong LearningCode0
Efficient Continual Learning in Neural Networks with Embedding RegularizationCode0
LAMOL: LAnguage MOdeling for Lifelong Language LearningCode0
An Auto-ML Framework Based on GBDT for Lifelong Learning—0
Iterative Update and Unified Representation for Multi-Agent Reinforcement Learning—0
Meta-Learning Improves Lifelong Relation Extraction—0
Towards AutoML in the presence of Drift: first results—0
Lifelong GAN: Continual Learning for Conditional Image Generation—0
Adaptive Compression-based Lifelong Learning—0
Lifelong learning et syst\`emes de dialogue : d\'efinition et perspectives (Lifelong learning and dialogue system : definition and discussion )—0
Lifelong Learning Starting From Zero—0
Mutual exclusivity as a challenge for deep neural networks—0
Rapid online learning and robust recall in a neuromorphic olfactory circuitCode0
Iterative Model-Based Reinforcement Learning Using Simulations in the Differentiable Neural Computer—0
Autonomous Goal Exploration using Learned Goal Spaces for Visuomotor Skill Acquisition in Robots—0
Forward and Backward Knowledge Transfer for Sentiment Classification—0
Lifelong Learning with a Changing Action SetCode0
Efficient Network Construction through Structural Plasticity—0
Lifelong Neural Predictive Coding: Learning Cumulatively Online without Forgetting—0
Adversarially robust transfer learningCode0
Tasks Without Borders: A New Approach to Online Multi-Task Learning—0
Meta-Teaching: Curriculum Generation for Lifelong Learning—0
Lifelong Learning via Online Leverage Score Sampling—0
Feature Transformers: A Unified Representation Learning Framework for Lifelong Learning—0
Overcoming Catastrophic Forgetting via Model Adaptation—0
Projective Subspace Networks For Few-Shot Learning—0
Semi-Unsupervised Lifelong Learning for Sentiment Classification: Less Manual Data Annotation and More Self-Studying—0
A Multi-Task Learning Framework for Overcoming the Catastrophic Forgetting in Automatic Speech Recognition—0
AI Meets Austen: Towards Human-Robot Discussions of Literary Metaphor—0
Overcoming Catastrophic Forgetting with Unlabeled Data in the WildCode0
Regularize, Expand and Compress: Multi-task based Lifelong Learning via NonExpansive AutoML—0
AutoML @ NeurIPS 2018 challenge: Design and Results—0
Continual Learning via Neural Pruning—0
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