MAGLI, ENRICO
MAGLI, ENRICO
Dipartimento di Elettronica e Telecomunicazioni
003507
GMLD: A TOOL TO INVESTIGATE AND DEMONSTRATE THE USE OF ML IN VARIOUS AREAS OF GNSS DOMAIN
2023 Leuzzi, Chiara; Nardin, Andrea; Madaro, A.; Messineo, Rosario; Dovis, Fabio; Valsesia, Diego; Magli, Enrico; Sobreira, Hugo; Swinden, Richard
Multi-Level Fusion for Burst Super-Resolution with Deep Permutation-Invariant Conditioning
2023 Cilia, Martina; Valsesia, Diego; Fracastoro, Giulia; Magli, Enrico
On the Use of Machine Learning Algorithms to Improve GNSS Products
2023 Nardin, Andrea; Dovis, Fabio; Valsesia, Diego; Magli, Enrico; Leuzzi, Chiara; Messineo, Rosario; Sobreira, Hugo; Swinden, Richard
TDANet: an efficient solution for short-term mobile traffic forecasting
2023 Li, Shuyang; Magli, Enrico; Francini, Gianluca
To Be Conservative or To Be Aggressive? A Risk-Adaptive Mixture of Experts for Mobile Traffic Forecasting
2023 Li, Shuyang; Magli, Enrico; Francini, Gianluca
Towards Hyperbolic Regularizers For Point Cloud Part Segmentation
2023 Montanaro, Antonio; Valsesia, Diego; Magli, Enrico
Compressive Sensing instrumental concepts for space applications
2022 Raimondi, Valentina; Baldi, Massimo; Berndt, Dirk; Bianchi, Tiziano; Borque Gallego, Guzmán; Borrelli, Donato; Corti, Chiara; Corti, Francesco; Corti, Marco; Dauderstädt, Ulrike A.; Dürr, Peter; Gonnelli, Andrea; Francés González, Sara; Guzzi, Donatella; Kunze, Detlef; Labate, Demetrio; Lamquin, Nicolas; Lastri, Cinzia; Magli, Enrico; Marzi, Emiliano; Nardino, Vanni; Pache, Christophe; Palombi, Lorenzo; Pilato, Giuseppe; Suetta, Enrico; Valsesia, Diego; Wagner, Michael
Cross-modal Learning for Image-Guided Point Cloud Shape Completion
2022 Aiello, E.; Valsesia, D.; Magli, E.
Deep Learning Methods for Satellite Compressive Imaging
2022 Cilia, Martina; Prette, Nicola; Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico
End-to-End Results for Almost-Real-Time Earth Observation from the EO-ALERT Project
2022 Kerr, Murray; Tonetti, Stefania; Cornara, Stefania; Bravo Pérez-Villar, Juan-Ignacio; Hinz, Robert; Latorre, Antonio; Membibre, Francisco; Morón, Alvaro; Wiehle, Stefan; Breit, Helko; Günzel, Dominik; Mandapati, Srikantha; Tings, Björn; Balss, Ulrich; Koudelka, Otto; Teschl, Franz; Magli, Enrico; Bianchi, Tiziano; Migliorati, Andrea; Motto Ros, Paolo; Caon, Michele; Martina, Maurizio; Freddi, Riccardo; Curci, Guido; Marcos, Cecilia
Exploring the Solution Space of Linear Inverse Problems with GAN Latent Geometry
2022 Montanaro, Antonio; Valsesia, Diego; Magli, Enrico
Joint Super-Resolved Compressive Sensing and Encryption for Earth Observation Applications
2022 Migliorati, Andrea; Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico
Rethinking the compositionality of point clouds through regularization in the hyperbolic space
2022 Montanaro, A.; Valsesia, D.; Magli, E.
Signal Compression via Neural Implicit Representations
2022 Pistilli, F.; Valsesia, D.; Fracastoro, G.; Magli, E.
Super-Resolved Multi-Temporal Segmentation with Deep Permutation-Invariant Networks
2022 Valsesia, Diego; Magli, Enrico
3D Point Cloud Denoising Using a Joint Geometry and Color k-NN Graph
2021 Irfan, MUHAMMAD ABEER; Magli, Enrico
A Novel Satellite Architecture for the Next Generation of Earth Observation Satellites Supporting Rapid Alerts
2021 Kerr, M.; Tonetti, S.; Cornara, S.; Bravo, J. I.; Hinz, R.; Latorre, A.; Membibre, F.; Ramos, A.; Solimini, C.; Wiehle, S.; Breit, H.; Günzel, D.; Mandapati, S.; Tings, B.; Balss, U.; Koudelka, O.; Teschl, F.; Magli, E.; Bianchi, T.; Migliorati, A.; Motto Ros, P.; Caon, M.; Martina, M.; Freddi, R.; Milani, F.; Curci, G.; Fraile, S.; Marcos, C.
Advanced Data Chain Technologies for the Next Generation of Earth Observation Satellites Supporting On-Board Processing for Rapid Civil Alerts
2021 Kerr, Murray; Ignacio Bravo, Juan; Hinz, Robert; Membibre, Francisco; Morón, Álvaro; Latorre, Antonio; Breit, Helko; Wiehle, Stefan; Günzel, Dominik; Koudelka, Otto; Teschl, Franz; Magli, Enrico; Caon, Michele; Bianchi, Tiziano; Martina, Maurizio; MOTTO ROS, Paolo; Freddi, Riccardo; Milani, Fabio; Curci, Guido; Marcos, Cecilia
Beyond cross-entropy: learning highly separable feature distributions for robust and accurate classification
2021 Ali, Arslan; Migliorati, Andrea; Bianchi, Tiziano; Magli, Enrico
Compressive imaging and deep learning based image reconstruction methods in the "SURPRISE" EU project
2021 Magli, Enrico; Bianchi, Tiziano; Guzzi, Donatella; Lastri, Cinzia; Nardino, Vanni; Palombi, Lorenzo; Raimondi, Valentina; Taricco, Davide; Valsesia, Diego
Citazione | Data di pubblicazione | Autori | File |
---|---|---|---|
GMLD: A TOOL TO INVESTIGATE AND DEMONSTRATE THE USE OF ML IN VARIOUS AREAS OF GNSS DOMAIN / Leuzzi, Chiara; Nardin, Andrea; Madaro, A.; Messineo, Rosario; Dovis, Fabio; Valsesia, Diego; Magli, Enrico; Sobreira, Hugo; Swinden, Richard. - ELETTRONICO. - (2023), pp. 129-132. (Intervento presentato al convegno 2023 conference on Big Data from Space tenutosi a Vienna, Austria nel 6-9 November 2023) [10.2760/46796]. | 1-gen-2023 | Andrea NardinFabio DovisDiego ValsesiaEnrico Magli + | Leuzzi_nardin_JRC135493_01-147-150.pdf |
Multi-Level Fusion for Burst Super-Resolution with Deep Permutation-Invariant Conditioning / Cilia, Martina; Valsesia, Diego; Fracastoro, Giulia; Magli, Enrico. - ELETTRONICO. - (2023), pp. 1-5. (Intervento presentato al convegno ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) tenutosi a Rhodes Island, Greece nel 04-10 June 2023) [10.1109/ICASSP49357.2023.10096252]. | 1-gen-2023 | Cilia, MartinaValsesia, DiegoFracastoro, GiuliaMagli, Enrico | cilia_icassp.pdf; cilia_icassp_auhor.pdf |
On the Use of Machine Learning Algorithms to Improve GNSS Products / Nardin, Andrea; Dovis, Fabio; Valsesia, Diego; Magli, Enrico; Leuzzi, Chiara; Messineo, Rosario; Sobreira, Hugo; Swinden, Richard. - ELETTRONICO. - (2023). (Intervento presentato al convegno 2023 IEEE/ION Position, Location and Navigation Symposium (PLANS) tenutosi a Monterey, California, USA nel 24-27 Aprile 2023) [10.1109/PLANS53410.2023.10139920]. | 1-gen-2023 | Andrea NardinFabio DovisDiego ValsesiaEnrico Magli + | _IEEE_ION_PLANS_2023__GNSS_ML_demo_ESA_Altec.pdf; Nardin-OnTheUse.pdf |
TDANet: an efficient solution for short-term mobile traffic forecasting / Li, Shuyang; Magli, Enrico; Francini, Gianluca. - ELETTRONICO. - (2023), pp. 1-5. (Intervento presentato al convegno 2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring) tenutosi a Florence (Italy) nel 20-23 June 2023) [10.1109/VTC2023-Spring57618.2023.10199607]. | 1-gen-2023 | Li, ShuyangMagli, Enrico + | TDANet_An_Efficient_Solution_For_Short-Term_Mobile_Traffic_Forecasting.pdf; VTC2023_TDANet, An Efficient Solution For Short-Term Mobile Traffic Forecasting.pdf |
To Be Conservative or To Be Aggressive? A Risk-Adaptive Mixture of Experts for Mobile Traffic Forecasting / Li, Shuyang; Magli, Enrico; Francini, Gianluca. - ELETTRONICO. - (2023), pp. 5471-5476. (Intervento presentato al convegno 2023 International Conference on Communications tenutosi a Roma (Italy) nel 28 May 2023 - 01 June 2023) [10.1109/ICC45041.2023.10279534]. | 1-gen-2023 | Shuyang LiEnrico Magli + | ICC 2023_To Be Conservative or To Be Aggressive? A Risk-Adaptive Mixture of Experts for Mobile Traffic Forecasting.pdf; To_be_Conservative_or_to_be_Aggressive_A_Risk-Adaptive_Mixture_of_Experts_for_Mobile_Traffic_Forecasting.pdf |
Towards Hyperbolic Regularizers For Point Cloud Part Segmentation / Montanaro, Antonio; Valsesia, Diego; Magli, Enrico. - ELETTRONICO. - (2023), pp. 1-5. (Intervento presentato al convegno ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) tenutosi a Rhodes Island, Greece nel 04-10 June 2023) [10.1109/ICASSP49357.2023.10095253]. | 1-gen-2023 | Montanaro, AntonioValsesia, DiegoMagli, Enrico | montanaro_icassp.pdf; Hyperbolic_regularizer-1.pdf |
Compressive Sensing instrumental concepts for space applications / Raimondi, Valentina; Baldi, Massimo; Berndt, Dirk; Bianchi, Tiziano; Borque Gallego, Guzmán; Borrelli, Donato; Corti, Chiara; Corti, Francesco; Corti, Marco; Dauderstädt, Ulrike A.; Dürr, Peter; Gonnelli, Andrea; Francés González, Sara; Guzzi, Donatella; Kunze, Detlef; Labate, Demetrio; Lamquin, Nicolas; Lastri, Cinzia; Magli, Enrico; Marzi, Emiliano; Nardino, Vanni; Pache, Christophe; Palombi, Lorenzo; Pilato, Giuseppe; Suetta, Enrico; Valsesia, Diego; Wagner, Michael. - ELETTRONICO. - 12136:(2022), pp. 1-7. (Intervento presentato al convegno SPIE Photonics Europe tenutosi a Strasbourg, France nel 3-7 April 2022) [10.1117/12.2625305]. | 1-gen-2022 | Tiziano BianchiEnrico MagliDiego Valsesia + | 121360B.pdf; RAIMONDI-photonicsEU2022-VF.pdf |
Cross-modal Learning for Image-Guided Point Cloud Shape Completion / Aiello, E.; Valsesia, D.; Magli, E.. - ELETTRONICO. - 35:(2022). (Intervento presentato al convegno 36th Conference on Neural Information Processing Systems, NeurIPS 2022 tenutosi a New Orleans, USA nel November 28th through December 9th, 2022). | 1-gen-2022 | Aiello E.Valsesia D.Magli E. | aiello_neurips22.pdf |
Deep Learning Methods for Satellite Compressive Imaging / Cilia, Martina; Prette, Nicola; Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico. - ELETTRONICO. - (2022), pp. 1-8. (Intervento presentato al convegno OBPDC2022 - 8th International Workshop on OnBoard Payload Data Compression tenutosi a Athens, Greece nel 28-30 September 2022) [10.5281/zenodo.7245260]. | 1-gen-2022 | Martina CiliaNicola PretteDiego ValsesiaTiziano BianchiEnrico Magli | Session 5B-Prette-Deep Learning Methods for Satellite Compressive Imaging.pdf |
End-to-End Results for Almost-Real-Time Earth Observation from the EO-ALERT Project / Kerr, Murray; Tonetti, Stefania; Cornara, Stefania; Bravo Pérez-Villar, Juan-Ignacio; Hinz, Robert; Latorre, Antonio; Membibre, Francisco; Morón, Alvaro; Wiehle, Stefan; Breit, Helko; Günzel, Dominik; Mandapati, Srikantha; Tings, Björn; Balss, Ulrich; Koudelka, Otto; Teschl, Franz; Magli, Enrico; Bianchi, Tiziano; Migliorati, Andrea; Motto Ros, Paolo; Caon, Michele; Martina, Maurizio; Freddi, Riccardo; Curci, Guido; Marcos, Cecilia. - ELETTRONICO. - (2022). (Intervento presentato al convegno Living Planet Symposium 2022 tenutosi a Bonn, Germany nel 23-27 May 2022). | 1-gen-2022 | Magli, EnricoBianchi, TizianoMigliorati, AndreaMotto Ros, PaoloCaon, MicheleMaurizio, Martina + | 02_KERR.pdf; eoalert-lps2022-abs-10.pdf |
Exploring the Solution Space of Linear Inverse Problems with GAN Latent Geometry / Montanaro, Antonio; Valsesia, Diego; Magli, Enrico. - ELETTRONICO. - (2022), pp. 1381-1385. (Intervento presentato al convegno 2022 IEEE International Conference on Image Processing (ICIP) tenutosi a Bordeaux, France nel 16-19 October 2022) [10.1109/ICIP46576.2022.9897211]. | 1-gen-2022 | Montanaro, AntonioValsesia, DiegoMagli, Enrico | Exploring_the_Solution_Space_of_Linear_Inverse_Problems_with_GAN_Latent_Geometry.pdf; Explorable_inverse_problems.pdf |
Joint Super-Resolved Compressive Sensing and Encryption for Earth Observation Applications / Migliorati, Andrea; Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico. - ELETTRONICO. - (2022), pp. 1-7. (Intervento presentato al convegno OBPDC2022 - 8th International Workshop on OnBoard Payload Data Compression tenutosi a Athens, Greece nel 28-30 September 2022) [10.5281/zenodo.7245135]. | 1-gen-2022 | Andrea MiglioratiDiego ValsesiaTiziano BianchiEnrico Magli | Session 4A-Magli-Joint Super-Resolved Compressive Sensing and Encryption for Earth Observation Applications.pdf |
Rethinking the compositionality of point clouds through regularization in the hyperbolic space / Montanaro, A.; Valsesia, D.; Magli, E.. - ELETTRONICO. - 35:(2022). (Intervento presentato al convegno 36th Conference on Neural Information Processing Systems, NeurIPS 2022 tenutosi a New Orleans, USA nel November 28th through December 9th, 2022). | 1-gen-2022 | Montanaro A.Valsesia D.Magli E. | montanaro_neurips22.pdf |
Signal Compression via Neural Implicit Representations / Pistilli, F.; Valsesia, D.; Fracastoro, G.; Magli, E.. - ELETTRONICO. - May:(2022), pp. 3733-3737. (Intervento presentato al convegno IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) tenutosi a Singapore, Singapore nel 23-27 May 2022) [10.1109/ICASSP43922.2022.9747208]. | 1-gen-2022 | Pistilli F.Valsesia D.Fracastoro G.Magli E. | pistilli_icassp22.pdf; Valsesia-Signal.pdf |
Super-Resolved Multi-Temporal Segmentation with Deep Permutation-Invariant Networks / Valsesia, Diego; Magli, Enrico. - ELETTRONICO. - (2022), pp. 995-998. (Intervento presentato al convegno IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium tenutosi a Kuala Lumpur, Malaysia nel 17-22 July 2022) [10.1109/IGARSS46834.2022.9884811]. | 1-gen-2022 | Valsesia, DiegoMagli, Enrico | Super-Resolved_Multi-Temporal_Segmentation_with_Deep_Permutation-Invariant_Networks.pdf; Permutation_invariant_multitemporal_SR.pdf |
3D Point Cloud Denoising Using a Joint Geometry and Color k-NN Graph / Irfan, MUHAMMAD ABEER; Magli, Enrico. - ELETTRONICO. - (2021). (Intervento presentato al convegno European Signal Processing Conference (2020) tenutosi a Amsterdam, Netherlands nel 18-21 January 2021) [10.23919/Eusipco47968.2020.9287341]. | 1-gen-2021 | Muhammad abeer irfanEnrico Magli | 3D POINT CLOUD DENOISING USING A JOINT GEOMETRY AND COLOR K-NN GRAPH .pdf; Irfan-3D_point-1.pdf |
A Novel Satellite Architecture for the Next Generation of Earth Observation Satellites Supporting Rapid Alerts / Kerr, M.; Tonetti, S.; Cornara, S.; Bravo, J. I.; Hinz, R.; Latorre, A.; Membibre, F.; Ramos, A.; Solimini, C.; Wiehle, S.; Breit, H.; Günzel, D.; Mandapati, S.; Tings, B.; Balss, U.; Koudelka, O.; Teschl, F.; Magli, E.; Bianchi, T.; Migliorati, A.; Motto Ros, P.; Caon, M.; Martina, M.; Freddi, R.; Milani, F.; Curci, G.; Fraile, S.; Marcos, C.. - ELETTRONICO. - (2021), pp. 1-7. (Intervento presentato al convegno Small Satellite Conference 2021 tenutosi a Virtual event nel August 7-12, 2021). | 1-gen-2021 | E. MagliT. BianchiA. MiglioratiP. Motto RosM. CaonM. Martina + | SSC21_EOALERT_v10.pdf |
Advanced Data Chain Technologies for the Next Generation of Earth Observation Satellites Supporting On-Board Processing for Rapid Civil Alerts / Kerr, Murray; Ignacio Bravo, Juan; Hinz, Robert; Membibre, Francisco; Morón, Álvaro; Latorre, Antonio; Breit, Helko; Wiehle, Stefan; Günzel, Dominik; Koudelka, Otto; Teschl, Franz; Magli, Enrico; Caon, Michele; Bianchi, Tiziano; Martina, Maurizio; MOTTO ROS, Paolo; Freddi, Riccardo; Milani, Fabio; Curci, Guido; Marcos, Cecilia. - ELETTRONICO. - (2021), pp. 1-14. (Intervento presentato al convegno 72nd International Astronautical Congress (IAC) tenutosi a Dubai, United Arab Emirates nel 25-29 October 2021). | 1-gen-2021 | Enrico MagliMichele CaonTiziano BianchiMaurizio MartinaPaolo Motto Ros + | IAC-21-B5.1.3.63888.pdf |
Beyond cross-entropy: learning highly separable feature distributions for robust and accurate classification / Ali, Arslan; Migliorati, Andrea; Bianchi, Tiziano; Magli, Enrico. - ELETTRONICO. - (2021). (Intervento presentato al convegno 25th International Conference on Pattern Recognition tenutosi a Milan, Italy nel 10-15 Jan. 2021) [10.1109/ICPR48806.2021.9412277]. | 1-gen-2021 | Arslan AliAndrea MiglioratiTiziano BianchiEnrico Magli | ICPR.pdf; Ali-Beyond.pdf |
Compressive imaging and deep learning based image reconstruction methods in the "SURPRISE" EU project / Magli, Enrico; Bianchi, Tiziano; Guzzi, Donatella; Lastri, Cinzia; Nardino, Vanni; Palombi, Lorenzo; Raimondi, Valentina; Taricco, Davide; Valsesia, Diego. - ELETTRONICO. - (2021), pp. 1-8. (Intervento presentato al convegno OBDP2021 - 2nd European Workshop on On-Board Data Processing tenutosi a Online event nel 14-17 June 2021) [10.5281/zenodo.5575137]. | 1-gen-2021 | Enrico MagliTiziano BianchiDavide TariccoDiego Valsesia + | 03.01_OBDP2021_Magli.pdf |