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
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
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
DeX: Deep learning-based throughput prediction for real-time communications with emphasis on traffic eXtremes
2024 Song, Tailai; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
DQNC2S: DQN-based Cross-stream Crisis event Summarizer
2024 Rege Cambrin, Daniele; Cagliero, Luca; Garza, Paolo
Emotion Recognition from Videos Using Multimodal Large Language Models
2024 Vaiani, Lorenzo; Cagliero, Luca; Garza, Paolo
| 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 |
| 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 |
| 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 |
| DeX: Deep learning-based throughput prediction for real-time communications with emphasis on traffic eXtremes / Song, T., Garza, P., Meo, M., Munafo, M.M.. - In: COMPUTER NETWORKS. - ISSN 1389-1286. - ELETTRONICO. - 249:(2024), p. 110507. [10.1016/j.comnet.2024.110507] | 1-gen-2024 | Song, TailaiGarza, PaoloMeo, MichelaMunafo, Maurizio Matteo | 1-s2.0-S1389128624003396-main.pdf; Throughput_prediction_ComNet_final.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 |
| Emotion Recognition from Videos Using Multimodal Large Language Models / Vaiani, L., Cagliero, L., Garza, P.. - In: FUTURE INTERNET. - ISSN 1999-5903. - 16:7(2024). [10.3390/fi16070247] | 1-gen-2024 | Lorenzo VaianiLuca CaglieroPaolo Garza | futureinternet-16-00247-v2.pdf |