Adaptive Masked Weight Imprinting for Few-Shot Segmentation Feb 25, 2019 Continual Learning Semantic Segmentation
— Unverified Scalable and Order-robust Continual Learning with Additive Parameter Decomposition Feb 25, 2019 Continual Learning Fairness
Code Code Available S-TRIGGER: Continual State Representation Learning via Self-Triggered Generative Replay Feb 25, 2019 Change Detection Continual Learning
— Unverified Adaptive Masked Proxies for Few-Shot Segmentation Feb 19, 2019 Continual Learning Few-Shot Semantic Segmentation
Code Code Available Differentially Private Continual Learning Feb 18, 2019 Continual Learning Variational Inference
— Unverified A Unifying Bayesian View of Continual Learning Feb 18, 2019 Continual Learning
Code Code Available Realizing Continual Learning through Modeling a Learning System as a Fiber Bundle Feb 16, 2019 Continual Learning
— Unverified Depthwise Convolution is All You Need for Learning Multiple Visual Domains Feb 3, 2019 All Continual Learning
Code Code Available Policy Consolidation for Continual Reinforcement Learning Feb 1, 2019 Continual Learning continuous-control
Code Code Available Functional Regularisation for Continual Learning with Gaussian Processes Jan 31, 2019 Bayesian Inference Continual Learning
Code Code Available Incremental Reading for Question Answering Jan 15, 2019 Continual Learning Question Answering
— Unverified Generative Models from the perspective of Continual Learning Dec 21, 2018 Continual Learning Image Generation
Code Code Available Continual Match Based Training in Pommerman: Technical Report Dec 18, 2018 Continual Learning
— Unverified Reconciling meta-learning and continual learning with online mixtures of tasks Dec 14, 2018 Continual Learning Few-Shot Learning
— Unverified Task-Free Continual Learning Dec 10, 2018 Continual Learning Face Recognition
Code Code Available Pseudo-Rehearsal: Achieving Deep Reinforcement Learning without Catastrophic Forgetting Dec 6, 2018 Atari Games Continual Learning
Code Code Available Continual Learning Augmented Investment Decisions Dec 6, 2018 Continual Learning Decision Making
— Unverified Overcoming Catastrophic Forgetting by Soft Parameter Pruning Dec 4, 2018 Continual Learning
Code Code Available Few-Shot Self Reminder to Overcome Catastrophic Forgetting Dec 3, 2018 Continual Learning
— Unverified Efficient Lifelong Learning with A-GEM Dec 2, 2018 class-incremental learning Class Incremental Learning
Code Code Available On the Transferability of Representations in Neural Networks Between Datasets and Tasks Nov 29, 2018 Continual Learning Multi-Task Learning
— Unverified Experience Replay for Continual Learning Nov 28, 2018 Continual Learning Reinforcement Learning
— Unverified Partitioned Variational Inference: A unified framework encompassing federated and continual learning Nov 27, 2018 Continual Learning Distributed Computing
— Unverified Generative Adversarial Network Training is a Continual Learning Problem Nov 27, 2018 Continual Learning Generative Adversarial Network
— Unverified Self-Organizing Maps for Storage and Transfer of Knowledge in Reinforcement Learning Nov 18, 2018 Continual Learning reinforcement-learning
— Unverified The Barbados 2018 List of Open Issues in Continual Learning Nov 16, 2018 Continual Learning
— Unverified Towards continual learning in medical imaging Nov 6, 2018 Atari Games Continual Learning
— Unverified Closed-Loop Memory GAN for Continual Learning Nov 3, 2018 Continual Learning Diversity
— Unverified Don't forget, there is more than forgetting: new metrics for Continual Learning Oct 31, 2018 Attribute Computational Efficiency
— Unverified Re-evaluating Continual Learning Scenarios: A Categorization and Case for Strong Baselines Oct 30, 2018 Continual Learning L2 Regularization
Code Code Available Marginal Replay vs Conditional Replay for Continual Learning Oct 29, 2018 Classification Continual Learning
— Unverified Learning to Learn without Forgetting by Maximizing Transfer and Minimizing Interference Oct 29, 2018 Continual Learning Meta-Learning
Code Code Available Self-Supervised GAN to Counter Forgetting Oct 27, 2018 Continual Learning General Classification
— Unverified Continual Classification Learning Using Generative Models Oct 24, 2018 Classification Continual Learning
— Unverified A neuro-inspired architecture for unsupervised continual learning based on online clustering and hierarchical predictive coding Oct 22, 2018 Clustering Continual Learning
— Unverified Autonomous Deep Learning: Continual Learning Approach for Dynamic Environments Oct 17, 2018 Continual Learning Deep Learning
Code Code Available Continual Learning of Recurrent Neural Networks by Locally Aligning Distributed Representations Oct 17, 2018 Continual Learning Language Modeling
Code Code Available Continual Learning of Context-dependent Processing in Neural Networks Sep 29, 2018 Continual Learning
Code Code Available Three continual learning scenarios and a case for generative replay Sep 27, 2018 Continual Learning Lifelong learning
— Unverified HC-Net: Memory-based Incremental Dual-Network System for Continual learning Sep 27, 2018 Continual Learning Hippocampus
— Unverified Uncertainty-guided Lifelong Learning in Bayesian Networks Sep 27, 2018 Continual Learning Lifelong learning
— Unverified Generative replay with feedback connections as a general strategy for continual learning Sep 27, 2018 Continual Learning Lifelong learning
Code Code Available StackNet: Stacking Parameters for Continual learning Sep 7, 2018 Continual Learning
— Unverified An Incremental Construction of Deep Neuro Fuzzy System for Continual Learning of Non-stationary Data Streams Aug 26, 2018 Continual Learning Drift Detection
— Unverified Deep Stacked Stochastic Configuration Networks for Lifelong Learning of Non-Stationary Data Streams Aug 7, 2018 Continual Learning Lifelong learning
— Unverified Attend Before you Act: Leveraging human visual attention for continual learning Jul 25, 2018 Continual Learning Decision Making
Code Code Available On Catastrophic Forgetting and Mode Collapse in Generative Adversarial Networks Jul 11, 2018 Continual Learning
Code Code Available Meta Continual Learning Jun 11, 2018 Continual Learning
— Unverified Concept-Oriented Deep Learning Jun 5, 2018 Continual Learning Deep Learning
— Unverified Reinforced Continual Learning May 31, 2018 Continual Learning General Classification
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