Evaggelia Tsiligianni

Publication Activity (10 Years)

Years Active: 2010-2022
Publications (10 Years): 32

Top Topics

Matrix Completion

Super Resolution

Matrix Factorization

Top Venues

IEEE Signal Process. Lett.

Publications

Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Designing CNNs for Multimodal Image Restoration and Fusion via Unfolding the Method of Multipliers. IEEE Trans. Circuits Syst. Video Technol. 32 (9) (2022)
Ruben Pauwels, Evaggelia Tsiligianni, Nikos Deligiannis
HCGM-Net: A Deep Unfolding Network for Financial Index Tracking. ICASSP (2021)
Evaggelia Tsiligianni, Matina Zerva, Iman Marivani, Nikos Deligiannis, Lisimachos P. Kondi
Interpretable Deep Learning for Multimodal Super-Resolution of Medical Images. MICCAI (6) (2021)
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers. EUSIPCO (2020)
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Interpretable Deep Multimodal Image Super-Resolution. CoRR (2020)
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Multimodal Deep Unfolding for Guided Image Super-Resolution. CoRR (2020)
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Joint Image Super-Resolution Via Recurrent Convolutional Neural Networks With Coupled Sparse Priors. ICIP (2020)
Tien Huu Do, Evaggelia Tsiligianni, Xuening Qin, Jelle Hofman, Valerio Panzica La Manna, Wilfried Philips, Nikos Deligiannis
Graph-Deep-Learning-Based Inference of Fine-Grained Air Quality From Mobile IoT Sensors. IEEE Internet Things J. 7 (9) (2020)
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Multimodal Deep Unfolding for Guided Image Super-Resolution. IEEE Trans. Image Process. 29 (2020)
Evaggelia Tsiligianni, Nikos Deligiannis
Deep Coupled-Representation Learning for Sparse Linear Inverse Problems With Side Information. IEEE Signal Process. Lett. 26 (12) (2019)
Evaggelia Tsiligianni, Nikos Deligiannis
Deep Coupled-Representation Learning for Sparse Linear Inverse Problems with Side Information. CoRR (2019)
Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Angel Lopez Aguirre, Valerio Panzica La Manna, Frank J. Pasveer, Wilfried Philips, Nikos Deligiannis
Matrix Completion with Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference. ICASSP (2019)
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Multimodal Image Super-resolution via Deep Unfolding with Side Information. CoRR (2019)
Xuening Qin, Ljiljana Platisa, Tien Huu Do, Evaggelia Tsiligianni, Jelle Hofman, Valerio Panzica La Manna, Nikos Deligiannis, Wilfried Philips
Context-Based Analysis of Urban Air Quality Using an Opportunistic Mobile Sensor Network. SmartCity360° (2019)
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Multimodal Image Super-resolution via Deep Unfolding with Side Information. EUSIPCO (2019)
Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Learned Multimodal Convolutional Sparse Coding for Guided Image Super-Resolution. ICIP (2019)
Duc Minh Nguyen, Evaggelia Tsiligianni, A. Robert Calderbank, Nikos Deligiannis
Regularizing Autoencoder-Based Matrix Completion Models via Manifold Learning. EUSIPCO (2018)
Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Twitter User Geolocation using Deep Multiview Learning. CoRR (2018)
Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Angel Lopez Aguirre, Valerio Panzica La Manna, Frank J. Pasveer, Wilfried Philips, Nikos Deligiannis
Matrix Completion With Variational Graph Autoencoders: Application in Hyperlocal Air Quality Inference. CoRR (2018)
Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis
Extendable Neural Matrix Completion. CoRR (2018)
Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis
Learning Discrete Matrix Factorization Models. IEEE Signal Process. Lett. 25 (5) (2018)
Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Twitter User Geolocation Using Deep Multiview Learning. ICASSP (2018)
Duc Minh Nguyen, Evaggelia Tsiligianni, A. Robert Calderbank, Nikos Deligiannis
Regularizing Autoencoder-Based Matrix Completion Models via Manifold Learning. CoRR (2018)
Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis
Extendable Neural Matrix Completion. ICASSP (2018)
Evangelos Zimos, João F. C. Mota, Evaggelia Tsiligianni, Miguel R. D. Rodrigues, Nikos Deligiannis
Data aggregation and recovery for the Internet of Things: A compressive demixing approach. WCNC (2018)
Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis
Matrix Factorization via Deep Learning. CoRR (2018)
Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis
Deep learning sparse ternary projections for compressed sensing of images. GlobalSIP (2017)
Evaggelia Tsiligianni, Lisimachos P. Kondi, Aggelos K. Katsaggelos
Approximate equiangular tight frames for compressed sensing and CDMA applications. EURASIP J. Adv. Signal Process. 2017 (2017)
Xingzhe Xie, Ivana Semanjski, Sidharta Gautama, Evaggelia Tsiligianni, Nikos Deligiannis, Raj Thilak Rajan, Frank J. Pasveer, Wilfried Philips
A Review of Urban Air Pollution Monitoring and Exposure Assessment Methods. ISPRS Int. J. Geo Inf. 6 (12) (2017)
Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis
Deep Learning Sparse Ternary Projections for Compressed Sensing of Images. CoRR (2017)
Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis
Multiview Deep Learning for Predicting Twitter Users' Location. CoRR (2017)
Evaggelia Tsiligianni, Lisimachos P. Kondi, Aggelos K. Katsaggelos
Preconditioning for Underdetermined Linear Systems with Sparse Solutions. IEEE Signal Process. Lett. 22 (9) (2015)
Evaggelia Tsiligianni, Lisimachos P. Kondi, Aggelos K. Katsaggelos
Construction of Incoherent Unit Norm Tight Frames With Application to Compressed Sensing. IEEE Trans. Inf. Theory 60 (4) (2014)
Evaggelia Tsiligianni, Lisimachos P. Kondi, Aggelos K. Katsaggelos
Shape Error Concealment Based on a Shape-Preserving Boundary Approximation. IEEE Trans. Image Process. 21 (8) (2012)
Evaggelia Tsiligianni, Lisimachos P. Kondi, Aggelos K. Katsaggelos
Use of tight frames for optimized compressed sensing. EUSIPCO (2012)
Evaggelia Tsiligianni, Lisimachos P. Kondi, Aggelos K. Katsaggelos
Shape error concealment based on a shape-preserving boundary approximation. ICIP (2010)