Throughout the History of 3D media production, rigging characters for
How to equip machines with the ability to understand an image and explain everything in it has a long history in computer vision, motivating tasks from image recognition, detection, and segmentation towards holistic scene understanding. Researchers have been tackling an array of…
This thesis comprises three sections of research in statistical genomics and computational biology. Chapter 1 and Chapter 2 describe two statistical methods for multi-omics inference from single cell transcriptome, representing the theme of this thesis. Chapter 3 describes a sid…
Pathologists must rapidly interpret microscopic images of a tissue specimen to provide a diagnosis. To diagnose, a pathologist may additionally consider or interpret patient history, radiology, specialized histological stains, genetic sequencing, etc. Integrating into an accurat…
Deep learning and physics
by Tanaka, Akinori, Tomiya, Akio, Hashimoto, Kōji
fromMathematical physics studies
Chapter 1: Forewords: Machine learning and physics -- Part I Physical view of deep learning -- Chapter 2: Introduction to machine learning -- Chapter 3: Basics of neural networks -- Chapter 4: Advanced neural networks -- Chapter 5: Sampling -- Chapter 6: Unsupervised deep learni…
"This book provides research exploring the theoretical and practical aspects of emerging data computing methods and imaging techniques within healthcare and biomedicine. The publication provides a complete set of information in a single module starting from developing deep neura…
"This book provides research exploring the theoretical and practical aspects of emerging data computing methods and imaging techniques within healthcare and biomedicine. The publication provides a complete set of information in a single module starting from developing deep neura…
"This book provides research exploring the theoretical and practical aspects of emerging data computing methods and imaging techniques within healthcare and biomedicine. The publication provides a complete set of information in a single module starting from developing deep neura…
"This book provides research exploring the theoretical and practical aspects of emerging data computing methods and imaging techniques within healthcare and biomedicine. The publication provides a complete set of information in a single module starting from developing deep neura…
The accelerating pace and diffusion of technological change has taken control of an ever-growing fraction of the world economy. This fraction is being assimilated into a different set of economic fundamentals, such as the rapid and exponential price deflation inherent to technol…
The accelerating pace and diffusion of technological change has taken control of an ever-growing fraction of the world economy. This fraction is being assimilated into a different set of economic fundamentals, such as the rapid and exponential price deflation inherent to technol…