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Lifelong learning

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Showing 351–400 of 475 papers

TitleStatusHype
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
Compacting, Picking and Growing for Unforgetting Continual LearningCode1
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
Mutual exclusivity as a challenge for deep neural networks—0
Lifelong Learning Starting From Zero—0
A Story of Two Streams: Reinforcement Learning Models from Human Behavior and NeuropsychiatryCode1
Iterative Model-Based Reinforcement Learning Using Simulations in the Differentiable Neural Computer—0
Rapid online learning and robust recall in a neuromorphic olfactory circuitCode0
Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong LearningCode1
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 Forward Architecture SearchCode1
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
Overcoming Catastrophic Forgetting via Model Adaptation—0
Feature Transformers: A Unified Representation Learning Framework for Lifelong Learning—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
Three scenarios for continual learningCode2
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
Representative Task Self-selection for Flexible Clustered Lifelong Learning—0
Sentence Embedding Alignment for Lifelong Relation ExtractionCode0
Model Primitive Hierarchical Lifelong Reinforcement LearningCode1
Attention-Based Structural-Plasticity—0
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