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Lifelong learning

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TitleStatusHype
Lifelong Incremental Reinforcement Learning with Online Bayesian InferenceCode1
Learning latent representations across multiple data domains using Lifelong VAEGANCode1
A Biologically Plausible Audio-Visual Integration Model for Continual Learning—0
Lifelong Learning of Compositional StructuresCode1
Lifelong Policy Gradient Learning of Factored Policies for Faster Training Without ForgettingCode1
Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition, and Selective Transfer—0
Pre-trained Word Embeddings for Goal-conditional Transfer Learning in Reinforcement LearningCode0
Meta-Learning through Hebbian Plasticity in Random NetworksCode1
Dialog as a Vehicle for Lifelong Learning—0
Lifelong Learning of Graph Neural Networks for Open-World Node ClassificationCode1
Community-Based Data Integration of Course and Job Data in Support of Personalized Career-Education Recommendations—0
Neural Topic Modeling with Continual Lifelong LearningCode1
GAN Memory with No ForgettingCode1
Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition and Selective Transfer—0
Logical Composition in Lifelong Reinforcement Learning—0
Tackling Non-forgetting and Forward Transfer with a Unified Lifelong Learning Approach—0
Lifelong Learning of Factored Policies via Policy Gradients—0
Self-Supervised Learning Aided Class-Incremental Lifelong Learning—0
Light-in-the-loop: using a photonics co-processor for scalable training of neural networks—0
\'Evaluation de syst\`emes apprenant tout au long de la vie (Evaluation of lifelong learning systems )—0
Mapillary Street-Level Sequences: A Dataset for Lifelong Place Recognition—0
Unified Models of Human Behavioral Agents in Bandits, Contextual Bandits and RLCode1
SNOW: Subscribing to Knowledge via Channel Pooling for Transfer & Lifelong Learning of Convolutional Neural Networks—0
Evaluation of Lifelong Learning Systems—0
PODNet: Pooled Outputs Distillation for Small-Tasks Incremental LearningCode1
Omnidirectional Transfer for Quasilinear Lifelong LearningCode1
Lifelong Learning Process: Self-Memory Supervising and Dynamically Growing Networks—0
CatNet: Class Incremental 3D ConvNets for Lifelong Egocentric Gesture RecognitionCode1
Multilingual Machine Translation: Closing the Gap between Shared and Language-specific Encoder-Decoders—0
Sequential Learning for Domain Generalization—0
Lifelong Learning with Searchable Extension UnitsCode0
The State of Lifelong Learning in Service Robots: Current Bottlenecks in Object Perception and Manipulation—0
Backpropamine: training self-modifying neural networks with differentiable neuromodulated plasticity—0
Learning to Continually LearnCode1
BatchEnsemble: An Alternative Approach to Efficient Ensemble and Lifelong LearningCode1
Uncertainty-based Modulation for Lifelong Learning—0
Frosting Weights for Better Continual TrainingCode0
A Boolean Task Algebra for Reinforcement LearningCode1
Attacking Lifelong Learning Models with Gradient Reversion—0
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
Towards an Integrative Educational Recommender for Lifelong LearnersCode1
Automatically Optimized Gradient Boosting Trees for Classifying Large Volume High Cardinality Data Streams Under Concept DriftCode1
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
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