Archivio Istituzionale della RicercaVALSESIA, DIEGO
VALSESIA, DIEGO
Dipartimento di Elettronica e Telecomunicazioni
029934
A multiplication-free neural architecture for image restoration
2026 Dordoni, L.; Valsesia, D.; Magli, E.
A Novel Method and Dataset for Depth-Guided Image Deblurring From Smartphone Lidar
2025 Montanaro, Antonio; Valsesia, Diego
Deep Lidar-Guided Image Deblurring
2025 Yi, Ziyao; Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico
DreamCache: Finetuning-Free Lightweight Personalized Image Generation via Feature Caching
2025 Aiello, E.; Michieli, U.; Valsesia, D.; Ozay, M.; Magli, E.
Efficient Onboard Multitask AI Architecture Based on Self-Supervised Learning
2025 Inzerillo, Gabriele; Valsesia, Diego; Magli, Enrico
First Laboratory Measurements of a Super-Resolved Compressive Instrument in the Medium Infrared
2025 Guzzi, Donatella; Bianchi, Tiziano; Corti, Marco; González, Sara Francés; Lastri, Cinzia; Magli, Enrico; Nardino, Vanni; Pache, Christophe; Palombi, Lorenzo; Valsesia, Diego; Raimondi, Valentina
Joint SAR–Optical Image Compression with Tunable Progressive Attentive Fusion
2025 Valsesia, D.; Bianchi, T.
Modeling Uncertainty for Gaussian Splatting
2025 SAVANT AIRA, Luca; Valsesia, Diego; Magli, Enrico
Onboard Hyperspectral Super-Resolution with Deep Pushbroom Neural Network †
2025 Piccinini, D.; Valsesia, D.; Magli, E.
SURPRISE laboratory demonstrator: outcomes of the laboratory test campaign
2025 Palombi, Lorenzo; Baldi, Massimo; Bianchi, Tiziano; Bischof, Lionel; Franci, Enrico; Borque Gallego, Guzman; Corti, Chiara; Corti, Francesco; Corti, Marco; Guzzi, Donatella; Humbert, Stephane; Lastri, Cinzia; Magli, Enrico; Migliorati, Andrea; Marzi, Emiliano; Nardino, Vanni; Pache, Christophe; Taddei, Dario; Valsesia, Diego; Raimondi, Valentina
Towards Deep Line-Based Architectures for Onboard Hyperspectral Image Super-Resolution
2025 Piccinini, Davide; Valsesia, Diego; Magli, Enrico
Towards Storage-Aware Onboard Change Detection
2025 Inzerillo, Gabriele; Valsesia, Diego; Magli, Enrico; Fiengo, Aniello
A multi-service edge-AI architecture based on self-supervised learning
2024 Magli, E; Angarano, S.; Bassetti, S.; Bianchi, T.; Boccardo, P.; Bucci, S.; Chiaberge, M.; Inzerillo, G.; Lisi, D.; Mascetti, G.; Mergè, M.; Monaco, C.; Pasturensi, M.; Piccinini, D.; Valsesia, D.; Zema, G.
A new architecture for onboard change detection based on deep learning
2024 Inzerillo, Gabriele; Valsesia, Diego; Magli, Enrico; Fiengo, Aniello
Deep 3D World Models for Multi-Image Super-Resolution Beyond Optical Flow
2024 Aira, Luca Savant; Valsesia, Diego; Molini, Andrea Bordone; Fracastoro, Giulia; Magli, Enrico; Mirabile, Andrea
Deep Learning Methods for Satellite Image Super-Resolution
2024 Valsesia, Diego; Magli, Enrico
Degradation-Aware Self-Supervised Multi-Temporal Super-Resolution
2024 Impieri, Matteo; Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico
Fast Inference in Denoising Diffusion Models via MMD Finetuning
2024 Aiello, Emanuele; Valsesia, Diego; Magli, Enrico
Hybrid Recurrent-Attentive Neural Network for Onboard Predictive Hyperspectral Image Compression
2024 Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico
MOTIONCRAFT: Physics-based Zero-Shot Video Generation
2024 Montanaro, A.; SAVANT AIRA, Luca; Aiello, E.; Valsesia, D.; Magli, E.
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| A multiplication-free neural architecture for image restoration / Dordoni, L.; Valsesia, D.; Magli, E.. - In: NEUROCOMPUTING. - ISSN 0925-2312. - 684:(2026). [10.1016/j.neucom.2026.133579] | 1-gen-2026 | Dordoni L.Valsesia D.Magli E. | - |
| A Novel Method and Dataset for Depth-Guided Image Deblurring From Smartphone Lidar / Montanaro, Antonio; Valsesia, Diego. - (2025), pp. 175-180. ( 2025 IEEE International Conference on Image Processing (ICIP) Anchorage (USA) 14-18 September 2025) [10.1109/icip55913.2025.11084288]. | 1-gen-2025 | Montanaro, AntonioValsesia, Diego | main.pdf; A_Novel_Method_and_Dataset_for_Depth-Guided_Image_Deblurring_From_Smartphone_Lidar.pdf |
| Deep Lidar-Guided Image Deblurring / Yi, Ziyao; Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico. - In: SENSORS. - ISSN 1424-8220. - 25:21(2025). [10.3390/s25216786] | 1-gen-2025 | Yi, ZiyaoValsesia, DiegoBianchi, TizianoMagli, Enrico | sensors-25-06786_mini.pdf |
| DreamCache: Finetuning-Free Lightweight Personalized Image Generation via Feature Caching / Aiello, E.; Michieli, U.; Valsesia, D.; Ozay, M.; Magli, E.. - (2025), pp. 12480-12489. ( 2025 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2025 Nashville (USA) 10-17 June 2025) [10.1109/CVPR52734.2025.01164]. | 1-gen-2025 | Aiello E.Valsesia D.Magli E. + | Aiello_DreamCache_Finetuning-Free_Lightweight_Personalized_Image_Generation_via_Feature_Caching_CVPR_2025_paper.pdf; Personalized_image_generation___Emanuele-3_compressed.pdf |
| Efficient Onboard Multitask AI Architecture Based on Self-Supervised Learning / Inzerillo, Gabriele; Valsesia, Diego; Magli, Enrico. - In: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. - ISSN 1939-1404. - 18:(2025), pp. 828-838. [10.1109/jstars.2024.3502776] | 1-gen-2025 | Inzerillo, GabrieleValsesia, DiegoMagli, Enrico | Efficient_Onboard_Multitask_AI_Architecture_Based_on_Self-Supervised_Learning.pdf |
| First Laboratory Measurements of a Super-Resolved Compressive Instrument in the Medium Infrared / Guzzi, Donatella; Bianchi, Tiziano; Corti, Marco; González, Sara Francés; Lastri, Cinzia; Magli, Enrico; Nardino, Vanni; Pache, Christophe; Palombi, Lorenzo; Valsesia, Diego; Raimondi, Valentina. - In: PROCEEDINGS. - ISSN 2504-3900. - 129:1(2025), pp. 1-5. ( 18th International Workshop on Advanced Infrared Technology and Applications (AITA 2025) Kobe (Jap) 15–19 September 2025) [10.3390/proceedings2025129024]. | 1-gen-2025 | Bianchi, TizianoMagli, EnricoValsesia, Diego + | proceedings-129-00024.pdf |
| Joint SAR–Optical Image Compression with Tunable Progressive Attentive Fusion / Valsesia, D.; Bianchi, T.. - In: REMOTE SENSING. - ISSN 2072-4292. - 17:13(2025). [10.3390/rs17132189] | 1-gen-2025 | Valsesia D.Bianchi T. | remotesensing-17-02189.pdf |
| Modeling Uncertainty for Gaussian Splatting / SAVANT AIRA, Luca; Valsesia, Diego; Magli, Enrico. - In: IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS. - ISSN 2162-237X. - (2025), pp. 1-7. [10.1109/TNNLS.2025.3553582] | 1-gen-2025 | Aira Luca SavantValsesia DiegoMagli Enrico | Modeling_Uncertainty_for_Gaussian_Splatting.pdf; TNNLS-2024-B-32833.pdf |
| Onboard Hyperspectral Super-Resolution with Deep Pushbroom Neural Network † / Piccinini, D.; Valsesia, D.; Magli, E.. - In: REMOTE SENSING. - ISSN 2072-4292. - 17:21(2025). [10.3390/rs17213634] | 1-gen-2025 | Piccinini D.Valsesia D.Magli E. | remotesensing-17-03634-v2.pdf |
| SURPRISE laboratory demonstrator: outcomes of the laboratory test campaign / Palombi, Lorenzo; Baldi, Massimo; Bianchi, Tiziano; Bischof, Lionel; Franci, Enrico; Borque Gallego, Guzman; Corti, Chiara; Corti, Francesco; Corti, Marco; Guzzi, Donatella; Humbert, Stephane; Lastri, Cinzia; Magli, Enrico; Migliorati, Andrea; Marzi, Emiliano; Nardino, Vanni; Pache, Christophe; Taddei, Dario; Valsesia, Diego; Raimondi, Valentina. - 13699:(2025), pp. 1-5. ( International Conference on Space Optics — ICSO 2024 Antibes Juan-les-Pins (Fra) 21-25 October 2024) [10.1117/12.3071588]. | 1-gen-2025 | Bianchi, TizianoMagli, EnricoMigliorati, AndreaValsesia, Diego + | 136994C.pdf |
| Towards Deep Line-Based Architectures for Onboard Hyperspectral Image Super-Resolution / Piccinini, Davide; Valsesia, Diego; Magli, Enrico. - (2025), pp. 6241-6245. ( IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium Brisbane (Aus) 03-08 August 2025) [10.1109/igarss55030.2025.11243158]. | 1-gen-2025 | Piccinini, DavideValsesia, DiegoMagli, Enrico | Towards_Deep_Line-Based_Architectures_for_Onboard_Hyperspectral_Image_Super-Resolution.pdf; Line_based_superresolution-7.pdf |
| Towards Storage-Aware Onboard Change Detection / Inzerillo, Gabriele; Valsesia, Diego; Magli, Enrico; Fiengo, Aniello. - (2025), pp. 6036-6040. ( IGARSS 2025 - 2025 IEEE International Geoscience and Remote Sensing Symposium Brisbane (Aus) 03-08 August 2025) [10.1109/igarss55030.2025.11242951]. | 1-gen-2025 | Inzerillo, GabrieleValsesia, DiegoMagli, Enrico + | Towards_Storage-Aware_Onboard_Change_Detection.pdf; Onboard_change_detection-12.pdf |
| A multi-service edge-AI architecture based on self-supervised learning / Magli, E; Angarano, S.; Bassetti, S.; Bianchi, T.; Boccardo, P.; Bucci, S.; Chiaberge, M.; Inzerillo, G.; Lisi, D.; Mascetti, G.; Mergè, M.; Monaco, C.; Pasturensi, M.; Piccinini, D.; Valsesia, D.; Zema, G.. - ELETTRONICO. - (2024), pp. 1-9. ( 75th International Astronautical Congress Milan (Ita) 14-18 October 2024). | 1-gen-2024 | Magli EAngarano S.Bianchi T.Boccardo P.Bucci S.Chiaberge M.Inzerillo G.Piccinini D.Valsesia D. + | IAC-24,B1,4,2,x87460.pdf |
| A new architecture for onboard change detection based on deep learning / Inzerillo, Gabriele; Valsesia, Diego; Magli, Enrico; Fiengo, Aniello. - ELETTRONICO. - (2024). ( 9th International Workshop on On-Board Payload Data Compression Las Palmas De Gran Canaria (Esp) 2-4 October 2024). | 1-gen-2024 | Gabriele InzerilloDiego ValsesiaEnrico Magli + | magli_OBPDC_change_detection.pdf |
| Deep 3D World Models for Multi-Image Super-Resolution Beyond Optical Flow / Aira, Luca Savant; Valsesia, Diego; Molini, Andrea Bordone; Fracastoro, Giulia; Magli, Enrico; Mirabile, Andrea. - In: IEEE ACCESS. - ISSN 2169-3536. - 12:(2024), pp. 188902-188913. [10.1109/access.2024.3514188] | 1-gen-2024 | Aira, Luca SavantValsesia, DiegoFracastoro, GiuliaMagli, Enrico + | Deep_3D_World_Models_for_Multi-Image_Super-Resolution_Beyond_Optical_Flow.pdf |
| Deep Learning Methods for Satellite Image Super-Resolution / Valsesia, Diego; Magli, Enrico - In: Signal and image processing for remote sensingSTAMPA. - [s.l] : Taylor and Francis, 2024. - ISBN 9781003382010. - pp. 228-238 [10.1201/9781003382010-15] | 1-gen-2024 | Valsesia, DiegoMagli, Enrico | 9781032437415_C012.pdf |
| Degradation-Aware Self-Supervised Multi-Temporal Super-Resolution / Impieri, Matteo; Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico. - ELETTRONICO. - (2024), pp. 1099-1102. ( IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium Athens (Greece) 07-12 July 2024) [10.1109/igarss53475.2024.10641268]. | 1-gen-2024 | Impieri, MatteoValsesia, DiegoBianchi, TizianoMagli, Enrico | Degradation-Aware_Self-Supervised_Multi-Temporal_Super-Resolution.pdf; Unsupervised_MISR_IGARSS24.pdf |
| Fast Inference in Denoising Diffusion Models via MMD Finetuning / Aiello, Emanuele; Valsesia, Diego; Magli, Enrico. - In: IEEE ACCESS. - ISSN 2169-3536. - ELETTRONICO. - 12:(2024), pp. 106912-106923. [10.1109/access.2024.3436698] | 1-gen-2024 | Aiello, EmanueleValsesia, DiegoMagli, Enrico | Fast_Inference_in_Denoising_Diffusion_Models_via_MMD_Finetuning.pdf |
| Hybrid Recurrent-Attentive Neural Network for Onboard Predictive Hyperspectral Image Compression / Valsesia, Diego; Bianchi, Tiziano; Magli, Enrico. - ELETTRONICO. - (2024), pp. 7898-7902. ( IGARSS 2024 - 2024 IEEE International Geoscience and Remote Sensing Symposium Athens (Greece) 07-12 July 2024) [10.1109/igarss53475.2024.10641584]. | 1-gen-2024 | Valsesia, DiegoBianchi, TizianoMagli, Enrico | RKWV_predictive_compression-7.pdf; Hybrid_Recurrent-Attentive_Neural_Network_for_Onboard_Predictive_Hyperspectral_Image_Compression.pdf |
| MOTIONCRAFT: Physics-based Zero-Shot Video Generation / Montanaro, A.; SAVANT AIRA, Luca; Aiello, E.; Valsesia, D.; Magli, E.. - 37:(2024). ( 38th Conference on Neural Information Processing Systems, NeurIPS 2024 Vancouver (Can) 10 - 15 December 2024). | 1-gen-2024 | Montanaro A.Aira Savant LucaAiello E.Valsesia D.Magli E. | NeurIPS-2024-motioncraft-physics-based-zero-shot-video-generation-Paper-Conference_compressed-1.pdf; Flow_based_video_generation-4_compressed.pdf |