Information Technology | Retail Management Shelf Auditing Based on Image Classification Using Semi-Supervised Deep Learning to Increase On-Shelf Availability in Grocery Stores. January 9, 2021
Other Sequential Semi-supervised Segmentation for Serial Electron Microscopy Image with Small Number of Labels. January 8, 2021
Ophthalmology Semi-Supervised Capsule cGAN for Speckle Noise Reduction in Retinal OCT Images. January 4, 2021
Cardiology | Gastroenterology | Radiology | Urology Semi-supervised task-driven data augmentation for medical image segmentation. January 1, 2021
Deep Learning | Multimedia Analysis | Speaker Diarization Semi-supervised audio-driven TV-news speaker diarization using deep neural embeddings. December 31, 2020
Computer Science | Machine Learning Overlapping community finding with noisy pairwise constraints. December 21, 2020
Cultural Heritage Preservation | Deep Learning | Natural Language Processing Semi-Supervised Bidirectional Long Short-Term Memory and Conditional Random Fields Model for Named-Entity Recognition Using Embeddings from Language Models Representations. December 8, 2020
Other Semantic and Generalized Entropy Loss Functions for Semi-Supervised Deep Learning. December 8, 2020
Obstetrics | Radiology Mutual Information-based Disentangled Neural Networks for Classifying Unseen Categories in Different Domains: Application to Fetal Ultrasound Imaging. November 3, 2020
Biomedicine | Image Classification | Machine Learning Biomedical image classification made easier thanks to transfer and semi-supervised learning. October 19, 2020