GARZA, PAOLO
GARZA, PAOLO
Dipartimento di Automatica e Informatica
004581
Benchmarking Representations for Speech, Music, and Acoustic Events
In corso di stampa LA QUATRA, Moreno; Koudounas, Alkis; Vaiani, Lorenzo; Baralis, Elena; Cagliero, Luca; Garza, Paolo; Marco Siniscalchi, Sabato
M3-VRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding
In corso di stampa Ding, Yihao; Vaiani, Lorenzo; Han, Caren; Lee, Jean; Garza, Paolo; Poon, Josiah; Cagliero, Luca
BitFormer: Transformer-Based Neural Network for Bitrate Prediction in Real-Time Communications
2024 Song, Tailai; Perna, Gianluca; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
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
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
Towards the Detection of Unobservable Losses in Real-Time Communications
2024 Song, Tailai; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
A Model-based Curriculum Learning Strategy for Training SegFormer
2023 Rege Cambrin, Daniele; Apiletti, Daniele; Garza, Paolo
A Novel DB CASE Tool for Relational Databases
2023 Avignone, Andrea; Chiusano, Silvia; Fiori, Alessandro; Garza, Paolo; Marchetta, Emanuele
CaBuAr: California burned areas dataset for delineation [Software and Data Sets]
2023 Rege Cambrin, Daniele; Colomba, Luca; Garza, Paolo
Density-based Clustering by Means of Bridge Point Identification
2023 Colomba, Luca; Cagliero, Luca; Garza, Paolo
Extractive Conversation Summarization Driven by Textual Entailment Prediction
2023 Gallipoli, Giuseppe; Cagliero, Luca; Garza, Paolo
PoliTo at SemEval-2023 Task 1: CLIP-based Visual-Word Sense Disambiguation Based on Back-Translation
2023 Vaiani, Lorenzo; Cagliero, Luca; Garza, Paolo
Shortlisting machine learning-based stock trading recommendations using candlestick pattern recognition
2023 Cagliero, L; Fior, J; Garza, P
ViGEO: an Assessment of Vision GNNs in Earth Observation
2023 Colomba, Luca; Garza, Paolo
Vision Transformers for Burned Area Delineation
2023 Rege Cambrin, Daniele; Colomba, Luca; Garza, Paolo
A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery
2022 Colomba, Luca; Farasin, Alessandro; Monaco, Simone; Greco, Salvatore; Garza, Paolo; Apiletti, Daniele; Baralis, Elena; Cerquitelli, Tania
Complementing Location-Based Social Network Data With Mobility Data: A Pattern-Based Approach
2022 Daraio, Elena; Cagliero, Luca; Chiusano, Silvia; Garza, Paolo
Citazione | Data di pubblicazione | Autori | File |
---|---|---|---|
Benchmarking Representations for Speech, Music, and Acoustic Events / LA QUATRA, Moreno; Koudounas, Alkis; Vaiani, Lorenzo; Baralis, Elena; Cagliero, Luca; Garza, Paolo; Marco Siniscalchi, Sabato. - (In corso di stampa). (Intervento presentato al convegno ICASSP 2024). | In corso di stampa | Moreno La QuatraAlkis KoudounasLorenzo VaianiElena BaralisLuca CaglieroPaolo Garza + | 2405.00934v1.pdf |
M3-VRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding / Ding, Yihao; Vaiani, Lorenzo; Han, Caren; Lee, Jean; Garza, Paolo; Poon, Josiah; Cagliero, Luca. - (In corso di stampa). (Intervento presentato al convegno ACL 2024). | In corso di stampa | Lorenzo VaianiPaolo GarzaLuca Cagliero + | 2402.17983v2.pdf |
BitFormer: Transformer-Based Neural Network for Bitrate Prediction in Real-Time Communications / Song, Tailai; Perna, Gianluca; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo. - ELETTRONICO. - (2024), pp. 65-70. (Intervento presentato al convegno 2024 IEEE 21st Consumer Communications & Networking Conference (CCNC) tenutosi a Las Vegas, NV, USA nel 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 |
DeX: Deep learning-based throughput prediction for real-time communications with emphasis on traffic eXtremes / Song, Tailai; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo. - 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, Daniele; Cagliero, Luca; Garza, Paolo. - 14610:(2024), pp. 422-430. (Intervento presentato al convegno 46th European Conference on Information Retrieval. ECIR 2024 tenutosi a Glasgow (UK) nel 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, Lorenzo; Cagliero, Luca; Garza, Paolo. - In: FUTURE INTERNET. - ISSN 1999-5903. - 16:7(2024). [10.3390/fi16070247] | 1-gen-2024 | Lorenzo VaianiLuca CaglieroPaolo Garza | futureinternet-16-00247-v2.pdf |
Paraphrase Loss for Abstractive Summarization / REGE CAMBRIN, Daniele; Garza, Paolo. - (2024). (Intervento presentato al convegno International Conference on Learning Representations tenutosi a Vienna (AUT) nel 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, Daniele; Garza, Paolo. - 21:(2024). (Intervento presentato al convegno Information Systems for Crisis Response and Management Conference tenutosi a Münster (DEU) nel May 25-29, 2024). | 1-gen-2024 | Rege Cambrin, DanieleGarza, Paolo | ISCRAM2024.pdf |
Towards the Detection of Unobservable Losses in Real-Time Communications / Song, Tailai; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo. - ELETTRONICO. - (2024), pp. 21-26. (Intervento presentato al convegno 2024 IEEE 30th International Symposium on Local and Metropolitan Area Networks (LANMAN) tenutosi a Boston, USA nel 10 July 2024 - 11 July 2024) [10.1109/lanman61958.2024.10621889]. | 1-gen-2024 | Song, TailaiGarza, PaoloMeo, MichelaMunafo, Maurizio Matteo | - |
A Model-based Curriculum Learning Strategy for Training SegFormer / Rege Cambrin, Daniele; Apiletti, Daniele; Garza, Paolo. - (2023), pp. 1-6. (Intervento presentato al convegno IEEE 17th International Conference Application of Information and Communication Technologies tenutosi a Baku (AZ) nel 18-20 October 2023) [10.1109/AICT59525.2023.10313143]. | 1-gen-2023 | Rege Cambrin, DanieleApiletti, DanieleGarza, Paolo | aict.pdf; A_Model-based_Curriculum_Learning_Strategy_for_Training_SegFormer.pdf |
A Novel DB CASE Tool for Relational Databases / Avignone, Andrea; Chiusano, Silvia; Fiori, Alessandro; Garza, Paolo; Marchetta, Emanuele. - ELETTRONICO. - 3478:(2023), pp. 100-100. (Intervento presentato al convegno SEBD 2023: 31st Symposium on Advanced Database System tenutosi a Galzignano Terme, Italy nel July 02–05, 2023). | 1-gen-2023 | Avignone, AndreaChiusano, SilviaFiori, AlessandroGarza, PaoloMarchetta, Emanuele | paper87.pdf |
CaBuAr: California burned areas dataset for delineation [Software and Data Sets] / Rege Cambrin, Daniele; Colomba, Luca; Garza, Paolo. - In: IEEE GEOSCIENCE AND REMOTE SENSING MAGAZINE. - ISSN 2168-6831. - 11:3(2023), pp. 106-113. [10.1109/MGRS.2023.3292467] | 1-gen-2023 | Rege Cambrin, DanieleColomba, LucaGarza, Paolo | MGRS3292467.pdf; CaBuAr_California_burned_areas_dataset_for_delineation_Software_and_Data_Sets.pdf |
Density-based Clustering by Means of Bridge Point Identification / Colomba, Luca; Cagliero, Luca; Garza, Paolo. - In: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING. - ISSN 1041-4347. - 35:11(2023), pp. 11274-11287. [10.1109/TKDE.2022.3232315] | 1-gen-2023 | Colomba, LucaCagliero, LucaGarza, Paolo | TKDE_OA.pdf; Density-Based_Clustering_by_Means_of_Bridge_Point_Identification.pdf |
Extractive Conversation Summarization Driven by Textual Entailment Prediction / Gallipoli, Giuseppe; Cagliero, Luca; Garza, Paolo. - ELETTRONICO. - (2023), pp. 1-6. (Intervento presentato al convegno 2023 IEEE 17th International Conference on Application of Information and Communication Technologies (AICT) tenutosi a Baku (AZ) nel 18-20 October 2023) [10.1109/AICT59525.2023.10313192]. | 1-gen-2023 | Gallipoli, GiuseppeCagliero, LucaGarza, Paolo | Extractive Conversation Summarization Driven by Textual Entailment Prediction.pdf; Extractive_Conversation_Summarization_Driven_by_Textual_Entailment_Prediction.pdf |
PoliTo at SemEval-2023 Task 1: CLIP-based Visual-Word Sense Disambiguation Based on Back-Translation / Vaiani, Lorenzo; Cagliero, Luca; Garza, Paolo. - ELETTRONICO. - (2023), pp. 1447-1453. (Intervento presentato al convegno SemEval-2023 (Workshop of ACL) tenutosi a Toronto (CAN) nel July 9–14, 2023) [10.18653/v1/2023.semeval-1.199]. | 1-gen-2023 | Lorenzo VaianiLuca CaglieroPaolo Garza | 2023.semeval-1.199.pdf |
Shortlisting machine learning-based stock trading recommendations using candlestick pattern recognition / Cagliero, L; Fior, J; Garza, P. - In: EXPERT SYSTEMS WITH APPLICATIONS. - ISSN 0957-4174. - 216:(2023). [10.1016/j.eswa.2022.119493] | 1-gen-2023 | Cagliero, LFior, JGarza, P | 1-s2.0-S095741742202512X-main.pdf |
ViGEO: an Assessment of Vision GNNs in Earth Observation / Colomba, Luca; Garza, Paolo. - ELETTRONICO. - (2023), pp. 816-822. (Intervento presentato al convegno International Workshop on Spatial and Spatiotemporal Data Mining (SSTDM workshop at ICDM2023) tenutosi a Shanghai, China nel 01/12/2023 - 04/12/2023) [10.1109/ICDMW60847.2023.00110]. | 1-gen-2023 | Colomba, LucaGarza, Paolo | ViGEO_paper.pdf; ViGEO_an_Assessment_of_Vision_GNNs_in_Earth_Observation.pdf |
Vision Transformers for Burned Area Delineation / Rege Cambrin, Daniele; Colomba, Luca; Garza, Paolo. - 3343:(2023). (Intervento presentato al convegno MACLEAN: MAChine Learning for EArth ObservatioN (workshop @ECML/PKDD2022) tenutosi a Grenoble (FR) nel 19/09/2022). | 1-gen-2023 | Rege Cambrin,DanieleColomba, LucaGarza, Paolo | MACLEAN2022_paper.pdf; MACLEAN2022_paper_final.pdf |
A Dataset for Burned Area Delineation and Severity Estimation from Satellite Imagery / Colomba, Luca; Farasin, Alessandro; Monaco, Simone; Greco, Salvatore; Garza, Paolo; Apiletti, Daniele; Baralis, Elena; Cerquitelli, Tania. - ELETTRONICO. - (2022), pp. 3893-3897. (Intervento presentato al convegno International Conference on Information and Knowledge Management (CIKM) 2022 tenutosi a Atlanta (Georgia, USA) nel 17/10/2022 - 21/10/2022) [10.1145/3511808.3557528]. | 1-gen-2022 | Colomba,LucaFarasin,AlessandroMonaco,SimoneGreco,SalvatoreGarza,PaoloApiletti,DanieleBaralis,ElenaCerquitelli,Tania | 3511808.3557528.pdf; BurnedAreaDatasetPaper.pdf |
Complementing Location-Based Social Network Data With Mobility Data: A Pattern-Based Approach / Daraio, Elena; Cagliero, Luca; Chiusano, Silvia; Garza, Paolo. - In: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS. - ISSN 1524-9050. - 23:11(2022), pp. 21216-21227. [10.1109/TITS.2022.3182569] | 1-gen-2022 | Daraio, ElenaCagliero, LucaChiusano, SilviaGarza, Paolo | Complementing_Location-Based_Social_Network_Data_With_Mobility_Data_A_Pattern-Based_Approach.pdf |