What am I allowed to do here?: Online Learning of Context-Specific Norms by Pepper Aug 22, 2020 Active Learning Incremental Learning
— Unverified Towards Class-incremental Object Detection with Nearest Mean of Exemplars Aug 19, 2020 Class-Incremental Object Detection Incremental Learning
— Unverified Analysis of Social Robotic Navigation approaches: CNN Encoder and Incremental Learning as an alternative to Deep Reinforcement Learning Aug 18, 2020 Active Learning BIG-bench Machine Learning
— Unverified An Efficient Model Inference Algorithm for Learning-based Testing of Reactive Systems Aug 14, 2020 Incremental Learning
— Unverified Continual Class Incremental Learning for CT Thoracic Segmentation Aug 12, 2020 class-incremental learning Class Incremental Learning
— Unverified Applying Incremental Deep Neural Networks-based Posture Recognition Model for Injury Risk Assessment in Construction Aug 4, 2020 Incremental Learning
— Unverified Memory Efficient Class-Incremental Learning for Image Classification Aug 4, 2020 Classification class-incremental learning
— Unverified Topology-Preserving Class-Incremental Learning Aug 1, 2020 class-incremental learning Class Incremental Learning
— Unverified Incremental Few-Shot Meta-Learning via Indirect Discriminant Alignment Aug 1, 2020 Few-Shot Learning Incremental Learning
— Unverified Two-Level Residual Distillation based Triple Network for Incremental Object Detection Jul 27, 2020 Incremental Learning Object
— Unverified Neuromodulated Neural Architectures with Local Error Signals for Memory-Constrained Online Continual Learning Jul 16, 2020 Bayesian Optimization Class Incremental Learning
— Unverified Tell me what this is: Few-Shot Incremental Object Learning by a Robot Jul 15, 2020 Incremental Learning
— Unverified SpaceNet: Make Free Space For Continual Learning Jul 15, 2020 class-incremental learning Class Incremental Learning
Code Code Available Continual Learning in Human Activity Recognition: an Empirical Analysis of Regularization Jul 6, 2020 Activity Recognition Continual Learning
— Unverified On Class Orderings for Incremental Learning Jul 4, 2020 Incremental Learning
— Unverified Incremental Bayesian tensor learning for structural monitoring data imputation and response forecasting Jul 1, 2020 Imputation Incremental Learning
— Unverified MgSvF: Multi-Grained Slow vs. Fast Framework for Few-Shot Class-Incremental Learning Jun 28, 2020 class-incremental learning Class Incremental Learning
— Unverified Multilayer Neuromodulated Architectures for Memory-Constrained Online Continual Learning Jun 12, 2020 Bayesian Optimization class-incremental learning
— Unverified Self-Supervised Learning Aided Class-Incremental Lifelong Learning Jun 10, 2020 class-incremental learning Class Incremental Learning
— Unverified Soft Gradient Boosting Machine Jun 7, 2020 Incremental Learning
— Unverified ADINet: Attribute Driven Incremental Network for Retinal Image Classification Jun 1, 2020 Attribute Classification
— Unverified Invariant 3D Shape Recognition using Predictive Modular Neural Networks May 23, 2020 3D Shape Recognition Action Recognition
— Unverified An Incremental Clustering Method for Anomaly Detection in Flight Data May 20, 2020 Anomaly Detection Clustering
— Unverified Efficient and Stable Algorithms to Extend Greville's Method to Partitioned Matrices Based on Inverse Cholesky Factorization May 14, 2020 Incremental Learning
— Unverified Incremental Learning for End-to-End Automatic Speech Recognition May 11, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified Deeply Supervised Active Learning for Finger Bones Segmentation May 7, 2020 Active Learning Incremental Learning
Code Code Available Generative Feature Replay with Orthogonal Weight Modification for Continual Learning May 7, 2020 class-incremental learning Class Incremental Learning
— Unverified An Empirical Study of Incremental Learning in Neural Network with Noisy Training Set May 7, 2020 Incremental Learning
— Unverified Sliced Cramer Synaptic Consolidation for Preserving Deeply Learned Representations May 1, 2020 Incremental Learning
— Unverified Boosting Deep Open World Recognition by Clustering Apr 20, 2020 Clustering Incremental Learning
— Unverified Memory-Efficient Incremental Learning Through Feature Adaptation Apr 1, 2020 Incremental Learning
— Unverified SS-IL: Separated Softmax for Incremental Learning Mar 31, 2020 class-incremental learning Class Incremental Learning
— Unverified Incremental Learning In Online Scenario Mar 30, 2020 image-classification Image Classification
— Unverified New Perspectives on the Use of Online Learning for Congestion Level Prediction over Traffic Data Mar 27, 2020 Incremental Learning Time Series
— Unverified Incremental Learning Algorithm for Sound Event Detection Mar 26, 2020 Event Detection Incremental Learning
— Unverified Thalamo-cortical spiking model of incremental learning combining perception, context and NREM-sleep-mediated noise-resilience Mar 26, 2020 Incremental Learning
— Unverified Online Continual Learning on Sequences Mar 20, 2020 Continual Learning Incremental Learning
— Unverified Incremental Few-Shot Object Detection Mar 10, 2020 Few-Shot Learning Few-Shot Object Detection
— Unverified Triple Memory Networks: a Brain-Inspired Method for Continual Learning Mar 6, 2020 Attribute class-incremental learning
Code Code Available Tighter Bound Estimation of Sensitivity Analysis for Incremental and Decremental Data Modification Mar 6, 2020 Incremental Learning L2 Regularization
— Unverified Cognitively-Inspired Model for Incremental Learning Using a Few Examples Feb 27, 2020 class-incremental learning Class Incremental Learning
Code Code Available Targeted Forgetting and False Memory Formation in Continual Learners through Adversarial Backdoor Attacks Feb 17, 2020 Backdoor Attack Continual Learning
— Unverified Multi-Task Incremental Learning for Object Detection Feb 13, 2020 Incremental Learning Object
— Unverified AI Driven Heterogeneous MEC System with UAV Assistance for Dynamic Environment -- Challenges and Solutions Feb 11, 2020 Decision Making Deep Reinforcement Learning
— Unverified Incremental Meta-Learning via Indirect Discriminant Alignment Feb 11, 2020 Incremental Learning Meta-Learning
— Unverified Pairwise Neural Networks (PairNets) with Low Memory for Fast On-Device Applications Feb 10, 2020 Hyperparameter Optimization Incremental Learning
— Unverified Adversarial Incremental Learning Jan 30, 2020 class-incremental learning Class Incremental Learning
— Unverified Ternary Feature Masks: zero-forgetting for task-incremental learning Jan 23, 2020 Continual Learning Incremental Learning
— Unverified Active and Incremental Learning with Weak Supervision Jan 20, 2020 Active Learning Incremental Learning
— Unverified ScaIL: Classifier Weights Scaling for Class Incremental Learning Jan 16, 2020 AI Agent class-incremental learning
— Unverified 