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Publication search results
found 37 matches
- 2022
- 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): 5830-5845 (2022) - 2021
- Ruben Pauwels, Evaggelia Tsiligianni, Nikos Deligiannis:
HCGM-Net: A Deep Unfolding Network for Financial Index Tracking. ICASSP 2021: 3910-3914 - Evaggelia Tsiligianni
, Matina Zerva
, Iman Marivani
, Nikos Deligiannis
, Lisimachos P. Kondi
:
Interpretable Deep Learning for Multimodal Super-Resolution of Medical Images. MICCAI (6) 2021: 421-429 - 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): 8943-8955 (2020) - Iman Marivani
, Evaggelia Tsiligianni
, Bruno Cornelis
, Nikos Deligiannis
:
Multimodal Deep Unfolding for Guided Image Super-Resolution. IEEE Trans. Image Process. 29: 8443-8456 (2020) - Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis:
Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers. EUSIPCO 2020: 780-783 - Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis
, Nikos Deligiannis
:
Joint Image Super-Resolution Via Recurrent Convolutional Neural Networks With Coupled Sparse Priors. ICIP 2020: 868-872 - Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis:
Multimodal Deep Unfolding for Guided Image Super-Resolution. CoRR abs/2001.07575 (2020) - Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis:
Interpretable Deep Multimodal Image Super-Resolution. CoRR abs/2009.03118 (2020) - 2019
- Evaggelia Tsiligianni
, Nikos Deligiannis
:
Deep Coupled-Representation Learning for Sparse Linear Inverse Problems With Side Information. IEEE Signal Process. Lett. 26(12): 1768-1772 (2019) - Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis
, Nikos Deligiannis
:
Multimodal Image Super-resolution via Deep Unfolding with Side Information. EUSIPCO 2019: 1-5 - 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: 7535-7539 - Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis
, Nikos Deligiannis
:
Learned Multimodal Convolutional Sparse Coding for Guided Image Super-Resolution. ICIP 2019: 2891-2895 - 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: 285-300 - Evaggelia Tsiligianni, Nikos Deligiannis:
Deep Coupled-Representation Learning for Sparse Linear Inverse Problems with Side Information. CoRR abs/1907.02511 (2019) - Iman Marivani, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis:
Multimodal Image Super-resolution via Deep Unfolding with Side Information. CoRR abs/1910.08320 (2019) - 2018
- Duc Minh Nguyen
, Evaggelia Tsiligianni, Nikos Deligiannis
:
Learning Discrete Matrix Factorization Models. IEEE Signal Process. Lett. 25(5): 720-724 (2018) - Duc Minh Nguyen
, Evaggelia Tsiligianni, A. Robert Calderbank, Nikos Deligiannis
:
Regularizing Autoencoder-Based Matrix Completion Models via Manifold Learning. EUSIPCO 2018: 1880-1884 - Tien Huu Do
, Duc Minh Nguyen
, Evaggelia Tsiligianni, Bruno Cornelis
, Nikos Deligiannis
:
Twitter User Geolocation Using Deep Multiview Learning. ICASSP 2018: 6304-6308 - Duc Minh Nguyen
, Evaggelia Tsiligianni, Nikos Deligiannis
:
Extendable Neural Matrix Completion. ICASSP 2018: 6328-6332 - 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: 1-6 - Tien Huu Do, Duc Minh Nguyen, Evaggelia Tsiligianni, Bruno Cornelis, Nikos Deligiannis:
Twitter User Geolocation using Deep Multiview Learning. CoRR abs/1805.04612 (2018) - Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis:
Extendable Neural Matrix Completion. CoRR abs/1805.04912 (2018) - Duc Minh Nguyen, Evaggelia Tsiligianni, A. Robert Calderbank, Nikos Deligiannis:
Regularizing Autoencoder-Based Matrix Completion Models via Manifold Learning. CoRR abs/1807.01798 (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 abs/1811.01662 (2018) - Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis:
Matrix Factorization via Deep Learning. CoRR abs/1812.01478 (2018) - 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: 66 (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): 389 (2017) - Duc Minh Nguyen
, Evaggelia Tsiligianni, Nikos Deligiannis
:
Deep learning sparse ternary projections for compressed sensing of images. GlobalSIP 2017: 1125-1129 - Duc Minh Nguyen, Evaggelia Tsiligianni, Nikos Deligiannis:
Deep Learning Sparse Ternary Projections for Compressed Sensing of Images. CoRR abs/1708.08311 (2017)
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