Gastroenterology Improving Colonoscopy Lesion Classification Using Semi-Supervised Deep Learning. March 22, 2021
Bioinformatics | Computational Biology SGANRDA: semi-supervised generative adversarial networks for predicting circRNA-disease associations. March 18, 2021
Radiology SODA: Detecting COVID-19 in Chest X-rays with Semi-supervised Open Set Domain Adaptation. March 17, 2021
Radiology Semi-supervised GAN-based Radiomics Model for Data Augmentation in Breast Ultrasound Mass Classification. March 14, 2021
Ophthalmology | Radiology Deep virtual adversarial self-training with consistency regularization for semi-supervised medical image classification. March 7, 2021
Computer Vision End-to-end novel visual categories learning via auxiliary self-supervision. March 7, 2021
Other Semi-Supervised Joint Learning for Hand Gesture Recognition from a Single Color Image. February 5, 2021
Pathology Self-Path: Self-supervision for Classification of Pathology Images with Limited Annotations. February 1, 2021
Biomedical imaging | Medical Image Processing DSAL: Deeply Supervised Active Learning from Strong and Weak Labelers for Biomedical Image Segmentation. January 18, 2021
Bioinformatics | Computational Biology | Genomics A Hierarchical Graph Convolution Network for Representation Learning of Gene Expression Data. January 15, 2021
Chemical Engineering Supervised and semi-supervised probabilistic learning with deep neural networks for concurrent process-quality monitoring. January 14, 2021