Browsing by Author "Tsiligianni, Evaggelia"

A framework for learning affine transformations for multimodal sparse reconstruction

A review of urban air pollution monitoring and exposure assessment methods

Context-based analysis of urban air quality using an opportunistic mobile sensor network

Context-based analysis of urban air quality using an opportunistic mobile sensor network

Data aggregation and recovery for the internet of things: A compressive demixing approach

Deep coupled-representation learning for sparse linear inverse problems with side information

Deep learning sparse ternary projections for compressed sensing of images

Designing CNNs for Multimodal Image Restoration and Fusion via Unfolding the Method of Multipliers

Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers

Extendable neural matrix completion

Graph-deep-learning-based inference of fine-grained air quality from mobile IoT sensors

HCGM-NET: A DEEP UNFOLDING NETWORK FOR FINANCIAL INDEX TRACKING

Interpretable Deep Learning for Multimodal Super-Resolution of Medical Images

JOINT IMAGE SUPER-RESOLUTION VIA RECURRENT CONVOLUTIONAL NEURAL NETWORKS WITH COUPLED SPARSE PRIORS

Learning discrete matrix factorization models

Matrix completion with variational graph autoencoders : application in hyperlocal air quality inference

Regularizing autoencoder-based matrix completion models via manifold learning

Twitter user geolocation using deep multiview learning