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Lifelong learning

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TitleStatusHype
Self-Constructing Neural Networks Through Random MutationCode0
Domain Curiosity: Learning Efficient Data Collection Strategies for Domain Adaptation—0
Few-Shot Lifelong Learning—0
Decision Rule Elicitation for Domain Adaptation—0
Fast On-Device Adaptation for Spiking Neural Networks via Online-Within-Online Meta-Learning—0
How do Quadratic Regularizers Prevent Catastrophic Forgetting: The Role of InterpolationCode0
Studying Catastrophic Forgetting in Neural Ranking ModelsCode0
Analysis of hidden feedback loops in continuous machine learning systemsCode0
Sharing Less is More: Lifelong Learning in Deep Networks with Selective Layer Transfer—0
FLAR: A Unified Prototype Framework for Few-Sample Lifelong Active Recognition—0
Long Live the Lottery: The Existence of Winning Tickets in Lifelong Learning—0
Fast MNAS: Uncertainty-aware Neural Architecture Search with Lifelong Learning—0
Bridging Graph Network to Lifelong Learning with Feature Interaction—0
Lifelong Learning in Multi-Armed Bandits—0
Continual Lifelong Learning in Natural Language Processing: A Survey—0
Multi-Domain Multi-Task Rehearsal for Lifelong Learning—0
Learn-Prune-Share for Lifelong LearningCode0
Calibrating CNNs for Lifelong LearningCode0
A Two-phase Prototypical Network Model for Incremental Few-shot Relation Classification—0
Lifelong Learning Without a Task Oracle—0
Using the Past Knowledge to Improve Sentiment Classification—0
Findings of the First Shared Task on Lifelong Learning Machine Translation—0
Efficient Meta Lifelong-Learning with Limited Memory—0
Hierarchical Affordance Discovery using Intrinsic Motivation—0
Lifelong Learning Dialogue Systems: Chatbots that Self-Learn On the Job—0
Lifelong Object Detection—0
A Biologically Plausible Audio-Visual Integration Model for Continual Learning—0
Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition, and Selective Transfer—0
Pre-trained Word Embeddings for Goal-conditional Transfer Learning in Reinforcement Learning—0
Dialog as a Vehicle for Lifelong Learning—0
Community-Based Data Integration of Course and Job Data in Support of Personalized Career-Education Recommendations—0
Lifelong Learning of Factored Policies via Policy Gradients—0
Logical Composition in Lifelong Reinforcement Learning—0
Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition and Selective Transfer—0
Tackling Non-forgetting and Forward Transfer with a Unified Lifelong Learning Approach—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
Mapillary Street-Level Sequences: A Dataset for Lifelong Place Recognition—0
\'Evaluation de syst\`emes apprenant tout au long de la vie (Evaluation of lifelong learning systems )—0
SNOW: Subscribing to Knowledge via Channel Pooling for Transfer & Lifelong Learning of Convolutional Neural Networks—0
Evaluation of Lifelong Learning Systems—0
Lifelong Learning Process: Self-Memory Supervising and Dynamically Growing Networks—0
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
Uncertainty-based Modulation for Lifelong Learning—0
Frosting Weights for Better Continual TrainingCode0
Attacking Lifelong Learning Models with Gradient Reversion—0
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