Archivio Istituzionale della RicercaGARZA, PAOLO
GARZA, PAOLO
Dipartimento di Automatica e Informatica
004581
Estimating Earthquake Magnitude in Sentinel-1 Imagery via Ranking
In corso di stampa REGE CAMBRIN, Daniele; Corley, Isaac; Garza, Paolo; Najafirad, Peyman
HydroChronos: Forecasting Long-Term Surface Water Dynamics from Multi-Modal Data
In corso di stampa Rege Cambrin, Daniele; Poeta, Eleonora; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo
Learning Regional Snow Water Equivalent and Snow Height Variations from Sentinel-1 InSAR Acquisitions
In corso di stampa Barco, Luca; Innocenti, Lorenzo; Bartoli, Bianca; Rossi, Claudio; Arnaudo, Edoardo; Garza, Paolo
Learning to Rank in 2D: Differentiable Spatial Prioritization for Deforestation Forecast
In corso di stampa Elezi, Kevin; Feitosa, Raul Queiroz; Ferrari, Felipe; Garza, Paolo; De Souza, Rodrigo Antonio; Bezerra, Francisco Gilney Silva
PBLH Estimation from Satellite Radiances via a Dual-Encoder Transformer
In corso di stampa Innocenti, Lorenzo; Catalano, Luca; Arnaudo, Edoardo; Rossi, Claudio; Larosa, Salvatore; Cimini, Domenico; Garza, Paolo
Temporal Modelling for Burn Scars on Sentinel-3
In corso di stampa Barco, Luca; Arnaudo, Edoardo; Bragagnolo, Andrea; Rossi, Claudio; Garza, Paolo
Efficient Retrieval-Augmented Generation for Vulnerability Assessment and Penetration Testing in Automotive Engineering
2026 Gensale, Aurora; Cagliero, Luca; Basile, Cataldo; Garza, Paolo; Ferrua, Luca
Losses that Cook: Topological Optimal Transport for Structured Recipe Generation
2026 Ottoborgo, Mattia; Rege Cambrin, Daniele; Garza, Paolo
One Is Enough: Efficient Modeling of RTP Traffic for QoS Predictions in Real-Time Communications
2026 Song, Tailai; Garza, Paolo; Meo, Michela; Matteo Munafo, Maurizio
Depth Any Canopy: Leveraging Depth Foundation Models for Canopy Height Estimation
2025 Rege Cambrin, Daniele; Corley, Isaac; Garza, Paolo
Discovering SpatioTemporally Invariant Event Patterns From Mobility Data
2025 Colomba, Luca; Cagliero, Luca; Garza, Paolo
Dual-Spectrum All-Sky camera Cloud Classifier by means of Computer Vision Models
2025 Pertino, Paolo; Lomolino, Simone; Pavarino, Leonardo; Miotto, Enrico; Cambrin, Daniele Rege; Garza, Paolo; Collino, Elena; Sakwa, Maciej; Ogliari, Emanuele
HydroChronos: Forecasting Decades of Surface Water Change
2025 Rege Cambrin, Daniele; Poeta, Eleonora; Pastor, Eliana; Corley, Isaac; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation
2025 Rege Cambrin, Daniele; Poeta, Eleonora; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo
Level Up Your Tutorials: VLMs for Game Tutorials Quality Assessment
2025 Rege Cambrin, Daniele; Scaffidi Militone, Gabriele; Colomba, Luca; Malnati, Giovanni; Apiletti, Daniele; Garza, Paolo
Magnifier: A Multigrained Neural Network-Based Architecture for Burned Area Delineation
2025 Cambrin, Daniele Rege; Colomba, Luca; Garza, Paolo
Multi Stage Retrieval for Web Search During Crisis
2025 Tcaciuc, Claudiu Constantin; Rege Cambrin, Daniele; Garza, Paolo
Packet Loss in Real-Time Communications: Can ML Tame its Unpredictable Nature?
2025 Song, Tailai; Perna, Gianluca; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
Turin3D: Evaluating adaptation strategies under label scarcity in urban LiDAR segmentation with semi-supervised techniques
2025 Barco, Luca; Blanco, Giacomo; Chiriaco, Gaetano; Intini, Alessia; La Riccia, Luigi; Scolamiero, Vittorio; Boccardo, Piero; Garza, Paolo; Dominici, Fabrizio
3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding
2024 Ding, Yihao; Vaiani, Lorenzo; Han, Caren; Lee, Jean; Garza, Paolo; Poon, Josiah; Cagliero, Luca
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Estimating Earthquake Magnitude in Sentinel-1 Imagery via Ranking / REGE CAMBRIN, D., Corley, I., Garza, P., Najafirad, P.. - (In corso di stampa). (European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases ). | In corso di stampa | Daniele Rege CambrinPaolo Garza + | ECML_PKDD_MACLEAN_2024_Estimating_Earthquake_Magnitude_in_Sentinel_1_Imagery_via_Ranking.pdf |
| HydroChronos: Forecasting Long-Term Surface Water Dynamics from Multi-Modal Data / Rege Cambrin, D., Poeta, E., Pastor, E., Cerquitelli, T., Baralis, E., Garza, P.. - In: ACM TRANSACTIONS ON SPATIAL ALGORITHMS AND SYSTEMS. - ISSN 2374-0353. - (In corso di stampa). | In corso di stampa | Rege Cambrin, DanielePoeta,EleonoraPastor,ElianaCerquitelli,TaniaBaralis,ElenaGarza,Paolo | ACM_TSAS (2).pdf |
| Learning Regional Snow Water Equivalent and Snow Height Variations from Sentinel-1 InSAR Acquisitions / Barco, L., Innocenti, L., Bartoli, B., Rossi, C., Arnaudo, E., Garza, P.. - In: IEEE GEOSCIENCE AND REMOTE SENSING LETTERS. - ISSN 1545-598X. - Early Access:(In corso di stampa). [10.1109/LGRS.2026.3735343] | In corso di stampa | Barco,LucaInnocenti,LorenzoBartoli,BiancaArnaudo,EdoardoGarza,Paolo + | InSAR_SWE_IEEE_GRSL_pdf.pdf |
| Learning to Rank in 2D: Differentiable Spatial Prioritization for Deforestation Forecast / Elezi, K., Feitosa, R.Q., Ferrari, F., Garza, P., De Souza, R.A., Bezerra, F.G.S.. - In: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. - ISSN 1939-1404. - ELETTRONICO. - (In corso di stampa), pp. 1-21. [10.1109/jstars.2026.3723941] | In corso di stampa | Elezi, KevinGarza, Paolo + | Learning_to_Rank_in_2D_Differentiable_Spatial_Prioritization_for_Deforestation_Forecast.pdf |
| PBLH Estimation from Satellite Radiances via a Dual-Encoder Transformer / Innocenti, L., Catalano, L., Arnaudo, E., Rossi, C., Larosa, S., Cimini, D., Garza, P.. - (In corso di stampa). (MACLEAN: Machine Learning for Earth Observation Workshop (ECML PKDD 2026) Naples (ITALIA) ). | In corso di stampa | Innocenti,LorenzoArnaudo,EdoardoGarza,Paolo + | main.pdf |
| Temporal Modelling for Burn Scars on Sentinel-3 / Barco, L., Arnaudo, E., Bragagnolo, A., Rossi, C., Garza, P.. - (In corso di stampa). (The 20th Anniversary IEEE International Conference on Application of Information and Communication Technologies AICT2026 Baku (Azerbaijan) ). | In corso di stampa | Barco,LucaArnaudo,EdoardoGarza,Paolo + | OLCI_FIRE_AICT_2026 (4).pdf |
| Efficient Retrieval-Augmented Generation for Vulnerability Assessment and Penetration Testing in Automotive Engineering / Gensale, A., Cagliero, L., Basile, C., Garza, P., Ferrua, L.. - In: ALGORITHMS. - ISSN 1999-4893. - 19:7(2026). [10.3390/a19070555] | 1-gen-2026 | Gensale AuroraCagliero LucaBasile CataldoGarza Paolo + | algorithms-19-00555.pdf |
| Losses that Cook: Topological Optimal Transport for Structured Recipe Generation / Ottoborgo, M., Rege Cambrin, D., Garza, P.. - ELETTRONICO. - (2026), pp. 26489-26500. (The 64th Annual Meeting of the Association for Computational Linguistics San Diego (USA) 2-7 luglio 2026) [10.18653/v1/2026.findings-acl.1318]. | 1-gen-2026 | Ottoborgo, MattiaRege Cambrin, DanieleGarza, Paolo | 2026.findings-acl.1318.pdf |
| One Is Enough: Efficient Modeling of RTP Traffic for QoS Predictions in Real-Time Communications / Song, T., Garza, P., Meo, M., Matteo Munafo, M.. - In: IEEE TRANSACTIONS ON NETWORKING. - ISSN 2998-4157. - ELETTRONICO. - 34:(2026), pp. 2589-2604. [10.1109/ton.2025.3649980] | 1-gen-2026 | Song, TailaiGarza, PaoloMeo, MichelaMatteo Munafo, Maurizio | One_Is_Enough_Efficient_Modeling_of_RTP_Traffic_for_QoS_Predictions_in_Real-Time_Communications.pdf |
| Depth Any Canopy: Leveraging Depth Foundation Models for Canopy Height Estimation / Rege Cambrin, D., Corley, I., Garza, P.. - 15624:(2025), pp. 71-86. (European Conference on Computer Vision Milan (ITA) September 29–October 4, 2024) [10.1007/978-3-031-92387-6_5]. | 1-gen-2025 | Daniele Rege CambrinPaolo Garza + | ECCV_2024_CV4E.pdf; 978-3-031-92387-6_5.pdf |
| Discovering SpatioTemporally Invariant Event Patterns From Mobility Data / Colomba, L., Cagliero, L., Garza, P.. - In: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. - ISSN 1524-9050. - 26:10(2025), pp. 15309-15322. [10.1109/tits.2025.3595382] | 1-gen-2025 | Colomba, LucaCagliero, LucaGarza, Paolo | TITS3595382.pdf; Discovering_SpatioTemporally_Invariant_Event_Patterns_From_Mobility_Data.pdf |
| Dual-Spectrum All-Sky camera Cloud Classifier by means of Computer Vision Models / Pertino, P., Lomolino, S., Pavarino, L., Miotto, E., Cambrin, D.R., Garza, P., Collino, E., Sakwa, M., Ogliari, E.. - (2025), pp. 1-6. (2025 5th International Conference on Electrical, Computer, Communications and Mechatronics Engineering (ICECCME) Zanzibar (Tza) 16-19 October 2025) [10.1109/iceccme64568.2025.11277697]. | 1-gen-2025 | Pavarino, LeonardoMiotto, EnricoCambrin, Daniele RegeGarza, Paolo + | ASCLOUD__PAPER_CLOUD-mini.pdf; Dual-Spectrum_All-Sky_camera_Cloud_Classifier_by_means_of_Computer_Vision_Models_mini.pdf |
| HydroChronos: Forecasting Decades of Surface Water Change / Rege Cambrin, D., Poeta, E., Pastor, E., Corley, I., Cerquitelli, T., Baralis, E., Garza, P.. - (2025), pp. 265-276. (33rd ACM International Conference on Advances in Geographic Information Systems Minneapolis (USA) November 3 - 6, 2025) [10.1145/3748636.3762732]. | 1-gen-2025 | Daniele Rege CambrinEleonora PoetaEliana PastorTania CerquitelliElena BaralisPaolo Garza + | SIGSPATIAL.pdf |
| KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation / Rege Cambrin, D., Poeta, E., Pastor, E., Cerquitelli, T., Baralis, E., Garza, P.. - 15625:(2025), pp. 115-131. (European Conference on Computer Vision Milan (ITA) September 29–October 4, 2024) [10.1007/978-3-031-91835-3_8]. | 1-gen-2025 | Daniele Rege CambrinEleonora PoetaEliana PastorTania CerquitelliElena BaralisPaolo Garza | ECCV_2024_CVPPA.pdf; 978-3-031-91835-3_8.pdf |
| Level Up Your Tutorials: VLMs for Game Tutorials Quality Assessment / Rege Cambrin, D., Scaffidi Militone, G., Colomba, L., Malnati, G., Apiletti, D., Garza, P.. - ELETTRONICO. - 15624:(2025), pp. 374-389. (CV2: Computer Vision for Videogames Workshop at ECCV2024 Milan (ITA) September 29–October 4, 2024) [10.1007/978-3-031-92387-6_26]. | 1-gen-2025 | Daniele Rege CambrinGabriele Scaffidi MilitoneLuca ColombaGiovanni MalnatiDaniele ApilettiPaolo Garza | ECCV2024_CV2_arxiv.pdf; 978-3-031-92387-6_26.pdf |
| Magnifier: A Multigrained Neural Network-Based Architecture for Burned Area Delineation / Cambrin, D.R., Colomba, L., Garza, P.. - In: IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING. - ISSN 1939-1404. - 18:(2025), pp. 12263-12277. [10.1109/jstars.2025.3565819] | 1-gen-2025 | Cambrin, Daniele RegeColomba, LucaGarza, Paolo | Magnifier_A_Multigrained_Neural_Network-Based_Architecture_for_Burned_Area_Delineation.pdf |
| Multi Stage Retrieval for Web Search During Crisis / Tcaciuc, C.C., Rege Cambrin, D., Garza, P.. - In: FUTURE INTERNET. - ISSN 1999-5903. - 17:6(2025). [10.3390/fi17060239] | 1-gen-2025 | Tcaciuc, Claudiu ConstantinRege Cambrin, DanieleGarza, Paolo | futureinternet-17-00239.pdf |
| Packet Loss in Real-Time Communications: Can ML Tame its Unpredictable Nature? / Song, T., Perna, G., Garza, P., Meo, M., Munafo, M.M.. - In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT. - ISSN 1932-4537. - ELETTRONICO. - 22:1(2025), pp. 72-91. [10.1109/tnsm.2024.3442616] | 1-gen-2025 | Song, TailaiPerna, GianlucaGarza, PaoloMeo, MichelaMunafo, Maurizio Matteo | Packet_Loss_in_Real-Time_Communications_Can_ML_Tame_Its_Unpredictable_Nature.pdf; Packet_Loss_in_Real-Time_Communications_Can_ML_Tame_its_Unpredictable_Nature.pdf |
| Turin3D: Evaluating adaptation strategies under label scarcity in urban LiDAR segmentation with semi-supervised techniques / Barco, L., Blanco, G., Chiriaco, G., Intini, A., La Riccia, L., Scolamiero, V., Boccardo, P., Garza, P., Dominici, F.. - ELETTRONICO. - (2025), pp. 2018-2026. (Computer Vision and Pattern Recognition Conference (CVPR) Workshops 2025 Nashville (USA) 11-12 June 2025) [10.1109/CVPRW67362.2025.00190]. | 1-gen-2025 | Barco, LucaBlanco, GiacomoLa Riccia, LuigiScolamiero, VittorioBoccardo, PieroGarza, PaoloDominici, Fabrizio + | Barco_Turin3D_Evaluating_Adaptation_Strategies_under_Label_Scarcity_in_Urban_LiDAR_CVPRW_2025_paper.pdf; Turin3D_Evaluating_Adaptation_Strategies_Under_Label_Scarcity_in_Urban_Lidar_Segmentation_with_Semi-Supervised_Techniques.pdf |
| 3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding / Ding, Y., Vaiani, L., Han, C., Lee, J., Garza, P., Poon, J., Cagliero, L.. - (2024), pp. 15233-15244. (Association for Computational Linguistics 2024 Bangkok, Thailand and virtual meeting August 11-16, 2024). | 1-gen-2024 | Lorenzo VaianiPaolo GarzaLuca Cagliero + | 2402.17983v2.pdf; 2024.findings-acl.903.pdf |