Incremental Learning from Low-labelled Stream Data in Open-Set Video Face Recognition

Ensemble diagnosis method based on transfer learning and incremental learning towards mechanical big data

(2020) Jianyu Wang et al.   MEASUREMENT

Online reliable semi-supervised learning on evolving data streams

(2020) Salah Ud Din et al.   INFORMATION SCIENCES

Brain-inspired replay for continual learning with artificial neural networks

(2020) Gido M. van de Ven et al.   Nature Communications

Dataset bias exposed in face verification

(2019) Eric López-López et al.   IET Biometrics

Continual lifelong learning with neural networks: A review

(2019) German I. Parisi et al.   NEURAL NETWORKS

An ensemble learning framework for convolutional neural network based on multiple classifiers

(2019) Yanyan Guo et al.   SOFT COMPUTING

A survey on deep learning based face recognition

(2019) Guodong Guo et al.   COMPUTER VISION AND IMAGE UNDERSTANDING

Continuous learning in single-incremental-task scenarios

(2019) Davide Maltoni et al.   NEURAL NETWORKS

A novel classification-selection approach for the self updating of template-based face recognition systems

(2019) Giulia Orrù et al.   PATTERN RECOGNITION

The Extreme Value Machine

(2018) Ethan M. Rudd et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Deep visual domain adaptation: A survey

(2018) Mei Wang et al.   NEUROCOMPUTING

Incremental semi-supervised learning on streaming data

(2018) Yanchao Li et al.   PATTERN RECOGNITION

Ensemble learning for data stream analysis: A survey

(2017) Bartosz Krawczyk et al.   Information Fusion

Overcoming catastrophic forgetting in neural networks

(2017) James Kirkpatrick et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Joint Face Detection and Alignment Using Multitask Cascaded Convolutional Networks

(2016) Kaipeng Zhang et al.   IEEE SIGNAL PROCESSING LETTERS

A Benchmark and Comparative Study of Video-Based Face Recognition on COX Face Database

(2015) Zhiwu Huang et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Partially-supervised learning from facial trajectories for face recognition in video surveillance

(2015) Miguel De-la-Torre et al.   Information Fusion

Ensemble Learning in Fixed Expansion Layer Networks for Mitigating Catastrophic Forgetting

(2013) Robert Coop et al.   IEEE Transactions on Neural Networks and Learning Systems

Toward Open Set Recognition

(2012) W. J. Scheirer et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Incremental template updating for face recognition in home environments

(2010) Annalisa Franco et al.   PATTERN RECOGNITION