Archivio Istituzionale della RicercaGARZA, PAOLO
GARZA, PAOLO
Dipartimento di Automatica e Informatica
004581
BitFormer: Transformer-Based Neural Network for Bitrate Prediction in Real-Time Communications
2024 Song, Tailai; Perna, Gianluca; Garza, Paolo; Meo, Michela; Munafo, Maurizio Matteo
DQNC2S: DQN-based Cross-stream Crisis event Summarizer
2024 Rege Cambrin, Daniele; Cagliero, Luca; Garza, Paolo
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
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
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
How Much Attention Should we Pay to Mosquitoes?
2022 Vaiani, Lorenzo; Koudounas, Alkis; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo; Baralis, ELENA MARIA
Leveraging multimodal content for podcast summarization
2022 Vaiani, Lorenzo; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo
Mining SpatioTemporally Invariant Patterns
2022 Colomba, Luca; Cagliero, Luca; Garza, Paolo
Transformer-based Non-Verbal Emotion Recognition: Exploring Model Portability across Speakers’ Genders
2022 Vaiani, Lorenzo; Koudounas, Alkis; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo; Baralis, ELENA MARIA
ViPER: Video-based Perceiver for Emotion Recognition
2022 Vaiani, Lorenzo; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo
Cross-lingual timeline summarization
2021 Cagliero, Luca; LA QUATRA, Moreno; Garza, Paolo; Baralis, ELENA MARIA
DBSCOUT: A Density-based Method for Scalable Outlier Detection in Very Large Datasets
2021 Corain, Matteo; Garza, Paolo; Asudeh, Abolfazl
Double-Step deep learning framework to improve wildfire severity classification
2021 Monaco, Simone; Pasini, Andrea; Apiletti, Daniele; Colomba, Luca; Farasin, Alessandro; Garza, Paolo; Baralis, Elena
Online Classification of RTC Traffic
2021 Perna, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafò, Maurizio; Carofiglio, Giovanna
What's my App?: ML-based classification of RTC applications
2021 Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafo, Maurizio; Carofiglio, Giovanna
An explainable data-driven approach to web directory taxonomy mapping
2020 Daraio, Elena; Cagliero, Luca; Chiusano, SILVIA ANNA; Garza, Paolo; Ricupero, Giuseppe
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| 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 |
| 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 |
| 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 |
| 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 |
| 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 |
| How Much Attention Should we Pay to Mosquitoes? / Vaiani, Lorenzo; Koudounas, Alkis; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo; Baralis, ELENA MARIA. - ELETTRONICO. - (2022), pp. 7135-7139. (Intervento presentato al convegno Computational Paralinguistics ChallengE 2022 (ComParE 2022) tenutosi a Lisbon (PT) nel October 10-14, 2022) [10.1145/3503161.3551594]. | 1-gen-2022 | Lorenzo VaianiAlkis KoudounasMoreno La QuatraLuca CaglieroPaolo GarzaElena Baralis | ComParE2022_Mosquito_Challenge.pdf; 3503161.3551594.pdf |
| Leveraging multimodal content for podcast summarization / Vaiani, Lorenzo; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo. - ELETTRONICO. - (2022), pp. 863-870. (Intervento presentato al convegno ACM/SIGAPP Symposium on Applied Computing tenutosi a Virtual, Online nel April 25th 2022 - April 29th 2022) [10.1145/3477314.3507106]. | 1-gen-2022 | Lorenzo VaianiMoreno La QuatraLuca CaglieroPaolo Garza | ACM_SAC2022_MATeR_preprint.pdf; 3477314.3507106.pdf |
| Mining SpatioTemporally Invariant Patterns / Colomba, Luca; Cagliero, Luca; Garza, Paolo. - ELETTRONICO. - (2022). (Intervento presentato al convegno International Conference on Advances in Geographic Information Systems (SIGSPATIAL) 2022 tenutosi a Seattle, Washington (USA) nel 01/11/2022 - 04/11/2022) [10.1145/3557915.3560998]. | 1-gen-2022 | Colomba,LucaCagliero,LucaGarza,Paolo | 3557915.3560998.pdf |
| Transformer-based Non-Verbal Emotion Recognition: Exploring Model Portability across Speakers’ Genders / Vaiani, Lorenzo; Koudounas, Alkis; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo; Baralis, ELENA MARIA. - ELETTRONICO. - (2022), pp. 89-94. (Intervento presentato al convegno Multimodal Sentiment Analysis Challenge (MuSe 2022) tenutosi a Lisbon (PT) nel October 10 2022) [10.1145/3551876.3554801]. | 1-gen-2022 | Lorenzo VaianiAlkis KoudounasMoreno La QuatraLuca CaglieroPaolo GarzaElena BAralis | ComParE2022_Vocalisation_Challenge (2).pdf; 3551876.3554801.pdf |
| ViPER: Video-based Perceiver for Emotion Recognition / Vaiani, Lorenzo; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo. - ELETTRONICO. - (2022), pp. 67-73. (Intervento presentato al convegno Multimodal Sentiment Analysis Challenge (MuSe 2022) tenutosi a Lisbon (PT) nel October 10-15, 2022) [10.1145/3551876.3554806]. | 1-gen-2022 | Lorenzo VaianiMoreno La QuatraLuca CaglieroPaolo Garza | MuSe2022_reaction_challenge.pdf; 3551876.3554806.pdf |
| Cross-lingual timeline summarization / Cagliero, Luca; LA QUATRA, Moreno; Garza, Paolo; Baralis, ELENA MARIA. - ELETTRONICO. - (2021), pp. 45-53. (Intervento presentato al convegno 2021 IEEE Fourth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE) tenutosi a Virtual, Online nel 1-3 December 2021) [10.1109/AIKE52691.2021.00014]. | 1-gen-2021 | Luca CaglieroMoreno La QuatraPaolo GarzaElena Baralis | IEEE_AIKE_2021.pdf; Cross-lingual_timeline_summarization.pdf |
| DBSCOUT: A Density-based Method for Scalable Outlier Detection in Very Large Datasets / Corain, Matteo; Garza, Paolo; Asudeh, Abolfazl. - ELETTRONICO. - (2021), pp. 37-48. (Intervento presentato al convegno 2021 IEEE 37th International Conference on Data Engineering (ICDE) tenutosi a Chania, Greece nel 19-22 April 2021) [10.1109/ICDE51399.2021.00011]. | 1-gen-2021 | Corain, MatteoGarza, Paolo + | DBSCOUT.pdf; DBSCOUTAcceptedVersion.pdf |
| Double-Step deep learning framework to improve wildfire severity classification / Monaco, Simone; Pasini, Andrea; Apiletti, Daniele; Colomba, Luca; Farasin, Alessandro; Garza, Paolo; Baralis, Elena. - ELETTRONICO. - (2021). (Intervento presentato al convegno Workshops of the 24th International Conference on Extending Database Technology/24th International Conference on Database Theory, EDBT-ICDT 2021 tenutosi a Nicosia (Cyprus) nel March 23-26, 2021). | 1-gen-2021 | Monaco, SimonePasini, AndreaApiletti, DanieleColomba, LucaFarasin, AlessandroGarza, PaoloBaralis, Elena | Rescue_DarliAP2020.pdf |
| Online Classification of RTC Traffic / Perna, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafò, Maurizio; Carofiglio, Giovanna. - ELETTRONICO. - (2021), pp. 1-6. (Intervento presentato al convegno 2021 IEEE 18th Annual Consumer Communications & Networking Conference tenutosi a Las Vegas, NV, USA nel 9-12 Jan. 2021) [10.1109/CCNC49032.2021.9369470]. | 1-gen-2021 | Perna, GianlucaMarkudova, DenaTrevisan, MartinoGarza, PaoloMeo, MichelaMunafò, MaurizioCarofiglio, Giovanna | 09369470 (1).pdf; Online_Classification_of_RTC_Traffic (3).pdf |
| What's my App?: ML-based classification of RTC applications / Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafo, Maurizio; Carofiglio, Giovanna. - In: PERFORMANCE EVALUATION REVIEW. - ISSN 0163-5999. - ELETTRONICO. - 48:(2021), pp. 41-44. (Intervento presentato al convegno 2nd Symposium of Cryptocurrency Analysis (SOCCA 2020) tenutosi a Milano) [10.1145/3466826.3466841]. | 1-gen-2021 | Markudova, DenaTrevisan, MartinoGarza, PaoloMeo, MichelaMunafo, MaurizioCarofiglio, Giovanna | What_s_my_App__ML_based_identification_of_RTC_applications.pdf; 3466826.3466841.pdf |
| An explainable data-driven approach to web directory taxonomy mapping / Daraio, Elena; Cagliero, Luca; Chiusano, SILVIA ANNA; Garza, Paolo; Ricupero, Giuseppe. - In: PROCEDIA COMPUTER SCIENCE. - ISSN 1877-0509. - ELETTRONICO. - 176:(2020), pp. 1101-1110. (Intervento presentato al convegno 24th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems tenutosi a Verona (IT) nel 16-18 september 2020) [10.1016/j.procs.2020.09.106]. | 1-gen-2020 | Elena DaraioLuca CaglieroSilvia Anna ChiusanoPaolo GarzaGiuseppe Ricupero | k20gen-192.pdf; 1-s2.0-S1877050920320068-main.pdf |