Regularization-based Continual Learning for Anomaly Detection in Discrete Manufacturing Jan 2, 2021 Anomaly Detection Continual Learning
— Unverified Continual learning with neural activation importance Jan 1, 2021 Continual Learning
— Unverified Online Continual Learning Under Domain Shift Jan 1, 2021 Continual Learning
— Unverified Towards Learning to Remember in Meta Learning of Sequential Domains Jan 1, 2021 Continual Learning Meta-Learning
— Unverified Highway-Connection Classifier Networks for Plastic yet Stable Continual Learning Jan 1, 2021 Continual Learning
— Unverified Meta-Continual Learning Via Dynamic Programming Jan 1, 2021 Continual Learning
— Unverified Nonconvex Continual Learning with Episodic Memory Jan 1, 2021 Continual Learning image-classification
— Unverified Contextual Transformation Networks for Online Continual Learning Jan 1, 2021 Continual Learning Transfer Learning
— Unverified Mitigating Mode Collapse by Sidestepping Catastrophic Forgetting Jan 1, 2021 Continual Learning
— Unverified A Unified Bayesian Framework for Discriminative and Generative Continual Learning Jan 1, 2021 Continual Learning
— Unverified Continual Learning Without Knowing Task Identities: Rethinking Occam's Razor Jan 1, 2021 Continual Learning Model Selection
— Unverified LISPR: An Options Framework for Policy Reuse with Reinforcement Learning Dec 29, 2020 Continual Learning reinforcement-learning
— Unverified Towards Continual Reinforcement Learning: A Review and Perspectives Dec 25, 2020 Continual Learning reinforcement-learning
— Unverified Selective Forgetting of Deep Networks at a Finer Level than Samples Dec 22, 2020 Continual Learning
— Unverified Continual Lifelong Learning in Natural Language Processing: A Survey Dec 17, 2020 Continual Learning Lifelong learning
— Unverified Incremental Learning from Low-labelled Stream Data in Open-Set Video Face Recognition Dec 17, 2020 Continual Learning Face Recognition
— Unverified Monitoring multimode processes: a modified PCA algorithm with continual learning ability Dec 13, 2020 Continual Learning
— Unverified Sampling Training Data for Continual Learning Between Robots and the Cloud Dec 12, 2020 Cloud Computing Continual Learning
— Unverified Knowledge Capture and Replay for Continual Learning Dec 12, 2020 Continual Learning Denoising
— Unverified Deep Transfer Learning for Industrial Automation: A Review and Discussion of New Techniques for Data-Driven Machine Learning Dec 6, 2020 Continual Learning Transfer Learning
— Unverified LT3 at SemEval-2020 Task 8: Multi-Modal Multi-Task Learning for Memotion Analysis Dec 1, 2020 Continual Learning Multi-Task Learning
— Unverified Calibrating CNNs for Lifelong Learning Dec 1, 2020 Continual Learning Lifelong learning
Code Code Available Mitigating Forgetting in Online Continual Learning via Instance-Aware Parameterization Dec 1, 2020 Continual Learning
— Unverified Online Fast Adaptation and Knowledge Accumulation (OSAKA): a New Approach to Continual Learning Dec 1, 2020 Continual Learning Meta-Learning
— Unverified Continual Learning of Control Primitives : Skill Discovery via Reset-Games Dec 1, 2020 Continual Learning
— Unverified Organizing recurrent network dynamics by task-computation to enable continual learning Dec 1, 2020 Continual Learning
— Unverified Association: Remind Your GAN not to Forget Nov 27, 2020 Continual Learning Image Reconstruction
— Unverified Better Knowledge Retention through Metric Learning Nov 26, 2020 Continual Learning Metric Learning
— Unverified BinPlay: A Binary Latent Autoencoder for Generative Replay Continual Learning Nov 25, 2020 Continual Learning
Code Code Available Overcoming Catastrophic Forgetting via Direction-Constrained Optimization Nov 25, 2020 Continual Learning
Code Code Available Generalized Variational Continual Learning Nov 24, 2020 Continual Learning Variational Inference
— Unverified Consolidation via Policy Information Regularization in Deep RL for Multi-Agent Games Nov 23, 2020 Continual Learning continuous-control
— Unverified Conditional Input Gated Low-Rank Perturbations for Continual Learning Nov 23, 2020 Continual Learning Split-MNIST
— Unverified Learn to Bind and Grow Neural Structures Nov 21, 2020 Bayesian Optimization Continual Learning
— Unverified Generalized Continual Zero-Shot Learning Nov 17, 2020 Continual Learning Knowledge Distillation
— Unverified Gradient Episodic Memory with a Soft Constraint for Continual Learning Nov 16, 2020 Continual Learning
— Unverified Continual Learning with Deep Artificial Neurons Nov 13, 2020 Continual Learning
— Unverified Steady State Analysis of Episodic Reinforcement Learning Nov 12, 2020 Continual Learning reinforcement-learning
— Unverified Lifelong Learning Without a Task Oracle Nov 9, 2020 Continual Learning Lifelong learning
— Unverified From Eye-blinks to State Construction: Diagnostic Benchmarks for Online Representation Learning Nov 9, 2020 Continual Learning Diagnostic
Code Code Available Meta-Learning for Natural Language Understanding under Continual Learning Framework Nov 3, 2020 Continual Learning Meta-Learning
Code Code Available Bilevel Continual Learning Nov 2, 2020 Bilevel Optimization Continual Learning
— Unverified Modular-Relatedness for Continual Learning Nov 2, 2020 Continual Learning
— Unverified Continual Learning Long Short Term Memory Nov 1, 2020 Continual Learning Deep Learning
— Unverified Class-incremental learning: survey and performance evaluation on image classification Oct 28, 2020 class-incremental learning Class Incremental Learning
— Unverified A Study on Efficiency in Continual Learning Inspired by Human Learning Oct 28, 2020 Continual Learning
— Unverified A Survey on Curriculum Learning Oct 25, 2020 Active Learning BIG-bench Machine Learning
— Unverified A Combinatorial Perspective on Transfer Learning Oct 23, 2020 Continual Learning Transfer Learning
Code Code Available What is Wrong with Continual Learning in Medical Image Segmentation? Oct 21, 2020 Continual Learning Diagnostic
— Unverified Continual Unsupervised Domain Adaptation for Semantic Segmentation Oct 19, 2020 Autonomous Driving Continual Learning
Code Code Available 