Other Gradient-based sparse principal component analysis with extensions to online learning. May 17, 2023
Neurology | Neuroscience | Psychiatry Low-dimensional organization of global brain states of reduced consciousness. May 12, 2023
Evolutionary Genomics | Functional Genomics An Overview of Deep Generative Models in Functional and Evolutionary Genomics. May 3, 2023
Bioinformatics | Cell Biology | Genomics Complex hierarchical structures in single-cell genomics data unveiled by deep hyperbolic manifold learning. February 27, 2023
Pathology | Radiology Classification regularized dimensionality reduction improves ultrasound thyroid nodule diagnostic accuracy and inter-observer consistency. January 28, 2023
Entomology | Machine Learning | Public Health Using transfer learning and dimensionality reduction techniques to improve generalisability of machine-learning predictions of mosquito ages from mid-infrared spectra. January 9, 2023
Image processing | Machine Learning | Remote Sensing Deep Learning Model for the Image Fusion and Accurate Classification of Remote Sensing Images. December 2, 2022
Other Dimensionality reduction strategies for land use land cover classification based on airborne hyperspectral imagery: a survey. November 26, 2022
Bioinformatics | Molecular Biology | Structural Biology Combining enhanced sampling and deep learning dimensionality reduction for the study of the heat shock protein B8 and its pathological mutant K141E. November 16, 2022
Climate science | Machine Learning Non-Linear Dimensionality Reduction With a Variational Encoder Decoder to Understand Convective Processes in Climate Models. October 17, 2022