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
Depth Any Canopy: Leveraging Depth Foundation Models for Canopy Height Estimation
2025 Rege Cambrin, Daniele; Corley, Isaac; 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
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
Benchmarking Representations for Speech, Music, and Acoustic Events
2024 LA QUATRA, Moreno; Koudounas, Alkis; Vaiani, Lorenzo; Baralis, Elena; Cagliero, Luca; Garza, Paolo; Marco Siniscalchi, Sabato
Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning
2024 Rege Cambrin, Daniele; Gallipoli, Giuseppe; Benedetto, Irene; Cagliero, Luca; Garza, Paolo
BitFormer: Transformer-Based Neural Network for Bitrate Prediction in Real-Time Communications
2024 Song, Tailai; Perna, Gianluca; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
Designing the Operator of the Future: The Architecture of Human Digital Twin Systems
2024 Battini, Daria; Berti, Nicola; Cella, Christian; Faroni, Marco; Garza, Paolo; Guidolin, Mattia; Moos, Sandro; Olivetti, Elena Carlotta; Reggiani, Monica; Sardini, Emilio; Tonello, Sarah
DQNC2S: DQN-based Cross-stream Crisis event Summarizer
2024 Rege Cambrin, Daniele; Cagliero, Luca; Garza, Paolo
Ground-Based Contrail Detection by Means of Computer Vision Models: A Comparison Between Visible and Infrared Images
2024 Pertino, Paolo; Pavarino, Leonardo; Lomolino, Simone; Miotto, Enrico; Cambrin, Daniele Rege; Garza, Paolo; Ogliari, Emanuele
Modelling Concurrent RTP Flows for End-to-end Predictions of QoS in Real Time Communications
2024 Song, Tailai; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
Paraphrase Loss for Abstractive Summarization
2024 REGE CAMBRIN, Daniele; Garza, Paolo
QuakeSet: A Dataset and Low-Resource Models to Monitor Earthquakes through Sentinel-1
2024 Rege Cambrin, Daniele; Garza, Paolo
Retrieval augmented generation to support cybersecurity verification in automotive engineering
2024 Gensale, Aurora; Basile, Cataldo; Cagliero, Luca; Garza, Paolo; Ferrua, Luca; Faranda Cordella, Giuseppe
Throughput Prediction in Real-Time Communications: Spotlight on Traffic Extremes
2024 Song, Tailai; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
Towards the Detection of Unobservable Losses in Real-Time Communications
2024 Song, Tailai; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| Estimating Earthquake Magnitude in Sentinel-1 Imagery via Ranking / REGE CAMBRIN, Daniele; Corley, Isaac; Garza, Paolo; Najafirad, Peyman. - (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 |
| 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 |
| 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 |
| 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 |
| Benchmarking Representations for Speech, Music, and Acoustic Events / LA QUATRA, M., Koudounas, A., Vaiani, L., Baralis, E., Cagliero, L., Garza, P., Marco Siniscalchi, S.. - (2024), pp. 505-509. (2024 IEEE International Conference on Acoustics, Speech, and Signal Processing Workshops (ICASSPW) Seoul (KOR) 14-19 April 2024) [10.1109/ICASSPW62465.2024.10625960]. | 1-gen-2024 | Moreno La QuatraAlkis KoudounasLorenzo VaianiElena BaralisLuca CaglieroPaolo Garza + | 2405.00934v1.pdf; Benchmarking_Representations_for_Speech_Music_and_Acoustic_Events.pdf |
| Beyond Accuracy Optimization: Computer Vision Losses for Large Language Model Fine-Tuning / Rege Cambrin, D., Gallipoli, G., Benedetto, I., Cagliero, L., Garza, P.. - (2024), pp. 12060-12079. (The 2024 Conference on Empirical Methods in Natural Language Processing Miami, Florida November 12 –16, 2024) [10.18653/v1/2024.findings-emnlp.704]. | 1-gen-2024 | Rege Cambrin, DanieleGallipoli, GiuseppeBenedetto, IreneCagliero, LucaGarza, Paolo | 2024.findings-emnlp.704.pdf |
| BitFormer: Transformer-Based Neural Network for Bitrate Prediction in Real-Time Communications / Song, T., Perna, G., Garza, P., Meo, M., Munafo, M.M.. - ELETTRONICO. - (2024), pp. 65-70. (2024 IEEE 21st Consumer Communications & Networking Conference (CCNC) Las Vegas, NV, USA 06 Jan 2024 - 09 Jan 2024) [10.1109/ccnc51664.2024.10454679]. | 1-gen-2024 | Song, TailaiPerna, GianlucaGarza, PaoloMeo, MichelaMunafo, Maurizio Matteo | BitFormer_Transformer-Based_Neural_Network_for_Bitrate_Prediction_in_Real-Time_Communications.pdf; Bitrate_prediction.pdf |
| Designing the Operator of the Future: The Architecture of Human Digital Twin Systems / Battini, D., Berti, N., Cella, C., Faroni, M., Garza, P., Guidolin, M., Moos, S., Olivetti, E.C., Reggiani, M., Sardini, E., Tonello, S.. - In: IFAC PAPERSONLINE. - ISSN 2405-8971. - ELETTRONICO. - 58:(2024), pp. 355-360. (18th IFAC Symposium on Information Control Problems in Manufacturing INCOM 2024 Vienna (AUT) August 28-30, 2024) [10.1016/j.ifacol.2024.09.237]. | 1-gen-2024 | Garza, PaoloMoos, SandroOlivetti, Elena Carlotta + | 1-s2.0-S2405896324016665-main.pdf |
| DQNC2S: DQN-based Cross-stream Crisis event Summarizer / Rege Cambrin, D., Cagliero, L., Garza, P.. - 14610:(2024), pp. 422-430. (46th European Conference on Information Retrieval. ECIR 2024 Glasgow (UK) March 24–28, 2024) [10.1007/978-3-031-56063-7_34]. | 1-gen-2024 | Rege Cambrin, DanieleCagliero, LucaGarza, Paolo | ECIR2024.pdf; 978-3-031-56063-7_34.pdf |
| Ground-Based Contrail Detection by Means of Computer Vision Models: A Comparison Between Visible and Infrared Images / Pertino, P., Pavarino, L., Lomolino, S., Miotto, E., Cambrin, D.R., Garza, P., Ogliari, E.. - (2024), pp. 254-259. (8th IEEE International Forum on Research and Technologies for Society and Industry Innovation, RTSI 2024 Milan (ITA) 18-20 September 2024) [10.1109/rtsi61910.2024.10761667]. | 1-gen-2024 | Pavarino, LeonardoMiotto, EnricoCambrin, Daniele RegeGarza, Paolo + | Ground-Based_Contrail_Detection_by_Means_of_Computer_Vision_Models_A_Comparison_Between_Visible_and_Infrared_Images.pdf |
| Modelling Concurrent RTP Flows for End-to-end Predictions of QoS in Real Time Communications / Song, T., Garza, P., Meo, M., Munafo, M.M.. - ELETTRONICO. - (2024), pp. 63-70. (26th International Symposium on Multimedia Tokyo (JP) 11-13 December 2024) [10.1109/ism63611.2024.00015]. | 1-gen-2024 | Song, TailaiGarza, PaoloMeo, MichelaMunafo, Maurizio Matteo | Multi_task_learning_for_QoS_prediction.pdf; Modelling_Concurrent_RTP_Flows_for_End-to-end_Predictions_of_QoS_in_Real_Time_Communications.pdf |
| Paraphrase Loss for Abstractive Summarization / REGE CAMBRIN, D., Garza, P.. - (2024). (International Conference on Learning Representations Vienna (AUT) May 11, 2024). | 1-gen-2024 | Daniele Rege CambrinPaolo Garza | 53_Paraphrase_Loss_for_Abstrac.pdf |
| QuakeSet: A Dataset and Low-Resource Models to Monitor Earthquakes through Sentinel-1 / Rege Cambrin, D., Garza, P.. - 21:(2024). (Information Systems for Crisis Response and Management Conference Münster (DEU) May 25-29, 2024) [10.59297/n89yc374]. | 1-gen-2024 | Rege Cambrin, DanieleGarza, Paolo | ISCRAM2024.pdf |
| Retrieval augmented generation to support cybersecurity verification in automotive engineering / Gensale, A., Basile, C., Cagliero, L., Garza, P., Ferrua, L., Faranda Cordella, G.. - ELETTRONICO. - (2024). (22th escar Europe : The World's Leading Automotive Cyber Security Conference Dortmund (DE) 19-20 November 2024) [10.13154/294-12715]. | 1-gen-2024 | Aurora GensaleCataldo BasileLuca CaglieroPaolo Garza + | escar_Europe_2024_paper_9982.pdf |
| Throughput Prediction in Real-Time Communications: Spotlight on Traffic Extremes / Song, T., Garza, P., Meo, M., Munafo, M.M.. - ELETTRONICO. - (2024). (29th IEEE Symposium on Computers and Communications (ISCC) IEEE ISCC 2024 Paris (FRA) 26 - 29 June 2024) [10.1109/ISCC61673.2024.10733668]. | 1-gen-2024 | Song, TailaiGarza, PaoloMeo, MichelaMunafo, Maurizio Matteo | ISCC___Throughput_prediction__new_.pdf; Throughput_Prediction_in_Real-Time_Communications_Spotlight_on_Traffic_Extremes.pdf |
| Towards the Detection of Unobservable Losses in Real-Time Communications / Song, T., Garza, P., Meo, M., Munafo, M.M.. - ELETTRONICO. - (2024), pp. 21-26. (2024 IEEE 30th International Symposium on Local and Metropolitan Area Networks (LANMAN) Boston, USA 10 July 2024 - 11 July 2024) [10.1109/lanman61958.2024.10621889]. | 1-gen-2024 | Song, TailaiGarza, PaoloMeo, MichelaMunafo, Maurizio Matteo | Identification_of_unobservable_loss.pdf; Towards_the_Detection_of_Unobservable_Losses_in_Real-Time_Communications.pdf |