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Fall 2024, CMU 10741

Office Hours: The office hours of the instructor, and TAs, will be posted on Piazza. Representation Learning is a course that will cover both the theory and practice of representation learning. Till a ...
IEEE

3-D Array Image Data Completion by Tensor Decomposition and Nonconvex Regularization Approach

Abstract: Various image datasets appear naturally in the form of multi-dimensional arrays (hypermatrices), called tensors. Image with incomplete entries, which often can be formulated as the low-rank ...
The Conversation

‘Proportional representation’ could reduce polarization in Congress and help more people feel like their voices are being heard

Jennifer Lynn McCoy receives funding from the Carnegie Corporation for an Andrew Carnegie fellowship on depolarization as well as the Institute for Humane Studies.. She is Regent's Professor of ...
deseret

‘American Idol’ contestant makes Carrie Underwood cry with ‘String Cheese’ — an original song about motherhood

Hannah Harper had Carrie Underwood in tears as she sang about the chaos of being a mom of three young boys during her “American Idol” audition. “I thought finding peace in the quiet’s what I wanted / ...
IEEE

A Deep Multiresolution Representation Framework for Pansharpening

Abstract: Pansharpening aims at merging the spectral information from a low-resolution multispectral (LRMS) image with the spatial details from a panchromatic (PAN) image to produce a high-resolution ...