Multilayer Neuromodulated Architectures for Memory-Constrained Online Continual Learning Jun 12, 2020 Bayesian Optimization class-incremental learning
— Unverified Lifelong Learning using Eigentasks: Task Separation, Skill Acquisition and Selective Transfer Jun 12, 2020 Continual Learning Lifelong learning
— Unverified Self-Supervised Learning Aided Class-Incremental Lifelong Learning Jun 10, 2020 class-incremental learning Class Incremental Learning
— Unverified Continual Learning for Affective Computing Jun 10, 2020 Continual Learning
— Unverified Optimal Continual Learning has Perfect Memory and is NP-hard Jun 9, 2020 Continual Learning
— Unverified Continual Representation Learning for Biometric Identification Jun 8, 2020 Continual Learning Knowledge Distillation
Code Code Available Efficient Architecture Search for Continual Learning Jun 7, 2020 Continual Learning Neural Architecture Search
— Unverified Brain-inspired global-local learning incorporated with neuromorphic computing Jun 5, 2020 Continual Learning Few-Shot Learning
— Unverified Continual Learning of Predictive Models in Video Sequences via Variational Autoencoders Jun 2, 2020 Continual Learning
— Unverified Prediction error-driven memory consolidation for continual learning. On the case of adaptive greenhouse models May 19, 2020 Continual Learning Prediction
— Unverified Continual Learning Using Multi-view Task Conditional Neural Networks May 8, 2020 Continual Learning
— Unverified Generative Feature Replay with Orthogonal Weight Modification for Continual Learning May 7, 2020 class-incremental learning Class Incremental Learning
— Unverified Incremental Few-Shot Object Detection for Robotics May 6, 2020 Classification Continual Learning
— Unverified Spatio-Temporal Event Segmentation and Localization for Wildlife Extended Videos May 5, 2020 Action Detection Activity Detection
— Unverified Explaining How Deep Neural Networks Forget by Deep Visualization May 3, 2020 Continual Learning Explainable artificial intelligence
Code Code Available Continual Learning with Bayesian Neural Networks for Non-Stationary Data May 1, 2020 Continual Learning
— Unverified Exploring Fine-tuning Techniques for Pre-trained Cross-lingual Models via Continual Learning Apr 29, 2020 Continual Learning named-entity-recognition
— Unverified IROS 2019 Lifelong Robotic Vision Challenge -- Lifelong Object Recognition Report Apr 26, 2020 Continual Learning Object
— Unverified Continual Learning using a Bayesian Nonparametric Dictionary of Weight Factors Apr 21, 2020 Continual Learning Transfer Learning
— Unverified Explainable Goal-Driven Agents and Robots -- A Comprehensive Review Apr 21, 2020 Continual Learning Explainable artificial intelligence
— Unverified Never Stop Learning: The Effectiveness of Fine-Tuning in Robotic Reinforcement Learning Apr 21, 2020 Continual Learning reinforcement-learning
— Unverified CLOPS: Continual Learning of Physiological Signals Apr 20, 2020 Continual Learning Multi-Task Learning
— Unverified Continual Learning with Extended Kronecker-factored Approximate Curvature Apr 16, 2020 Continual Learning General Classification
— Unverified Continual Learning for Anomaly Detection in Surveillance Videos Apr 15, 2020 Anomaly Detection Anomaly Detection In Surveillance Videos
— Unverified Hidden Markov Neural Networks Apr 15, 2020 Continual Learning Time Series
— Unverified CALM: Continuous Adaptive Learning for Language Modeling Apr 8, 2020 Continual Learning Language Modeling
— Unverified Evaluating Online Continual Learning with CALM Apr 7, 2020 Continual Learning Language Modelling
Code Code Available Continual Domain-Tuning for Pretrained Language Models Apr 5, 2020 Continual Learning
— Unverified Towards Lifelong Self-Supervision For Unpaired Image-to-Image Translation Mar 31, 2020 Colorization Continual Learning
Code Code Available Continual Learning with Node-Importance based Adaptive Group Sparse Regularization Mar 30, 2020 Continual Learning Reinforcement Learning
— Unverified Action Localization through Continual Predictive Learning Mar 26, 2020 Action Localization Action Recognition
— Unverified Online Continual Learning on Sequences Mar 20, 2020 Continual Learning Incremental Learning
— Unverified Triple Memory Networks: a Brain-Inspired Method for Continual Learning Mar 6, 2020 Attribute class-incremental learning
Code Code Available Metaplasticity in Multistate Memristor Synaptic Networks Feb 26, 2020 Continual Learning
— Unverified Using Hindsight to Anchor Past Knowledge in Continual Learning Feb 19, 2020 Bilevel Optimization Continual Learning
— Unverified Targeted Forgetting and False Memory Formation in Continual Learners through Adversarial Backdoor Attacks Feb 17, 2020 Backdoor Attack Continual Learning
— Unverified Residual Continual Learning Feb 17, 2020 Continual Learning
Code Code Available Adapting to Unseen Environments through Explicit Representation of Context Feb 13, 2020 Autonomous Driving Continual Learning
— Unverified SPACE: Structured Compression and Sharing of Representational Space for Continual Learning Jan 23, 2020 Continual Learning
Code Code Available What's a Good Prediction? Challenges in evaluating an agent's knowledge Jan 23, 2020 Continual Learning General Knowledge
— Unverified Ternary Feature Masks: zero-forgetting for task-incremental learning Jan 23, 2020 Continual Learning Incremental Learning
— Unverified Continual Learning for Domain Adaptation in Chest X-ray Classification Jan 16, 2020 Classification Continual Learning
— Unverified Dissecting Catastrophic Forgetting in Continual Learning by Deep Visualization Jan 6, 2020 Continual Learning
Code Code Available Human Action Recognition and Assessment via Deep Neural Network Self-Organization Jan 4, 2020 Action Recognition Continual Learning
— Unverified Online Continual Learning from Imbalanced Data Jan 1, 2020 Computational Efficiency Continual Learning
— Unverified Attacking Lifelong Learning Models with Gradient Reversion Jan 1, 2020 Continual Learning Lifelong learning
— Unverified Dreaming to Distill: Data-free Knowledge Transfer via DeepInversion Dec 18, 2019 Continual Learning Diversity
Code Code Available Direction Concentration Learning: Enhancing Congruency in Machine Learning Dec 17, 2019 BIG-bench Machine Learning Continual Learning
Code Code Available Reducing Catastrophic Forgetting in Modular Neural Networks by Dynamic Information Balancing Dec 10, 2019 Continual Learning Lifelong learning
— Unverified How to Evaluate the Next System: Automatic Dialogue Evaluation from the Perspective of Continual Learning Dec 10, 2019 Continual Learning Dialogue Evaluation
— Unverified 