Class-incremental Learning with Pre-allocated Fixed Classifiers Oct 16, 2020 class-incremental learning Class Incremental Learning
Code Code Available On the Exploration of Incremental Learning for Fine-grained Image Retrieval Oct 15, 2020 Image Retrieval Incremental Learning
Code Code Available Lambda Learner: Fast Incremental Learning on Data Streams Oct 11, 2020 BIG-bench Machine Learning Incremental Learning
Code Code Available Adaptive Aggregation Networks for Class-Incremental Learning Oct 10, 2020 class-incremental learning Class Incremental Learning
Code Code Available Instance Weighted Incremental Evolution Strategies for Reinforcement Learning in Dynamic Environments Oct 9, 2020 Incremental Learning Q-Learning
Code Code Available A Multi-Task Incremental Learning Framework with Category Name Embedding for Aspect-Category Sentiment Analysis Oct 6, 2020 Aspect Category Sentiment Analysis Decoder
Code Code Available Contextual Bandits for adapting to changing User preferences over time Sep 21, 2020 Incremental Learning Multi-Armed Bandits
— Unverified Beyond Social Media Analytics: Understanding Human Behaviour and Deep Emotion using Self Structuring Incremental Machine Learning Sep 5, 2020 BIG-bench Machine Learning Event Detection
— Unverified A Practical Incremental Method to Train Deep CTR Models Sep 4, 2020 Incremental Learning Recommendation Systems
— Unverified Sparse Meta Networks for Sequential Adaptation and its Application to Adaptive Language Modelling Sep 3, 2020 Incremental Learning Inductive Bias
— Unverified Continual Prototype Evolution: Learning Online from Non-Stationary Data Streams Sep 2, 2020 class-incremental learning Class Incremental Learning
Code Code Available Initial Classifier Weights Replay for Memoryless Class Incremental Learning Aug 31, 2020 All class-incremental learning
— Unverified iLGaCo: Incremental Learning of Gait Covariate Factors Aug 31, 2020 Gait Recognition Incremental Learning
— Unverified Learning Adaptive Embedding Considering Incremental Class Aug 31, 2020 class-incremental learning Class Incremental Learning
Code Code Available GraphSAIL: Graph Structure Aware Incremental Learning for Recommender Systems Aug 25, 2020 Incremental Learning Recommendation Systems
Code Code Available Active Class Incremental Learning for Imbalanced Datasets Aug 25, 2020 class-incremental learning Class Incremental Learning
— Unverified 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 RODEO: Replay for Online Object Detection Aug 14, 2020 Class Incremental Learning Continual Learning
Code Code Available An Efficient Model Inference Algorithm for Learning-based Testing of Reactive Systems Aug 14, 2020 Incremental Learning
— Unverified Brain-inspired replay for continual learning with artificial neural networks Aug 13, 2020 class-incremental learning Class Incremental Learning
Code Code Available Continual Class Incremental Learning for CT Thoracic Segmentation Aug 12, 2020 class-incremental learning Class Incremental Learning
— Unverified GloDyNE: Global Topology Preserving Dynamic Network Embedding Aug 5, 2020 Graph Reconstruction Incremental Learning
Code Code Available 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 More Classifiers, Less Forgetting: A Generic Multi-classifier Paradigm for Incremental Learning Aug 1, 2020 Incremental Learning
Code Code Available 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 Reparameterizing Convolutions for Incremental Multi-Task Learning without Task Interference Jul 24, 2020 Incremental Learning Multi-Task Learning
Code Code Available 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 SERIL: Noise Adaptive Speech Enhancement using Regularization-based Incremental Learning May 24, 2020 Incremental Learning Speech Enhancement
Code Code Available 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 Visual Memorability for Robotic Interestingness via Unsupervised Online Learning May 18, 2020 Decision Making Incremental Learning
Code Code Available Efficient and Stable Algorithms to Extend Greville's Method to Partitioned Matrices Based on Inverse Cholesky Factorization May 14, 2020 Incremental Learning
— Unverified Large Scale Font Independent Urdu Text Recognition System May 14, 2020 Incremental Learning Optical Character Recognition (OCR)
Code Code Available Class-Incremental Learning for Semantic Segmentation Re-Using Neither Old Data Nor Old Labels May 12, 2020 Autonomous Driving class-incremental learning
Code Code Available Incremental Learning for End-to-End Automatic Speech Recognition May 11, 2020 Automatic Speech Recognition Automatic Speech Recognition (ASR)
— Unverified 