BARALIS, ELENA MARIA
BARALIS, ELENA MARIA
Dipartimento di Automatica e Informatica
002041
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data
In corso di stampa Poeta, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena
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
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation
In corso di stampa REGE CAMBRIN, Daniele; Poeta, Eleonora; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo
Leveraging confidence models for identifying challenging data subgroups in speech models
In corso di stampa Koudounas, Alkis; Pastor, Eliana; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Reale, Elisa; Attanasio, Giuseppe; Cagliero, Luca; Cumani, Sandro; de Alfaro, Luca; Baralis, Elena; Amberti, Daniele
Prioritizing Data Acquisition For End-to-End Speech Model Improvement
In corso di stampa Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; de Alfaro, Luca; Baralis, Elena
Towards Self-Learning Data Transformation
In corso di stampa Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; DI CORSO, Evelina
Ainur: Harmonizing Speed and Quality in Deep Music Generation Through Lyrics-Audio Embeddings
2024 Concialdi, Giuseppe; Koudounas, Alkis; Pastor, Eliana; Di Eugenio, Barbara; Baralis, Elena
A Hierarchical Approach to Anomalous Subgroup Discovery
2023 Pastor, Eliana; Baralis, Elena; de Alfaro, Luca
baρtti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy
2023 Koudounas, Alkis; Giobergia, Flavio; Benedetto, Irene; Monaco, Simone; Cagliero, Luca; Apiletti, Daniele; Baralis, ELENA MARIA
Exploring Subgroup Performance In End-to-End Speech Models
2023 Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Cagliero, Luca; de Alfaro, Luca; Baralis, ELENA MARIA; Amberti, Daniele
ITALIC: An Italian Intent Classification Dataset
2023 Koudounas, Alkis; LA QUATRA, Moreno; Vaiani, Lorenzo; Colomba, Luca; Attanasio, Giuseppe; Pastor, Eliana; Cagliero, Luca; Baralis, Elena
Late Fusion-based Distributed Multimodal Learning
2023 Giobergia, Flavio; Baralis, Elena
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction
2023 Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Baralis, Elena; Cagliero, Luca; Tarasconi, Francesco
Reconstructing Atmospheric Parameters of Exoplanets Using Deep Learning
2023 Giobergia, Flavio; Koudounas, Alkis; Baralis, Elena Maria
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
Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists
2022 Attanasio, Giuseppe; Nozza, Debora; Hovy, Dirk; Baralis, Elena
How Much Attention Should we Pay to Mosquitoes?
2022 Vaiani, Lorenzo; Koudounas, Alkis; LA QUATRA, Moreno; Cagliero, Luca; Garza, Paolo; Baralis, ELENA MARIA
Legal Entity Disambiguation for Financial Crime Detection
2022 Fior, Jacopo; Favale, Thomas; Cagliero, Luca; Giordano, Danilo; Mellia, Marco; Baralis, Elena; Ronchiadin, Silvia; Baracco, Paolo; Moncalvo, Dario
RECLAIM: Reverse Engineering Classification Metrics
2022 Giobergia, Flavio; Baralis, Elena
Time-of-Flight Cameras in Space: Pose Estimation with Deep Learning Methodologies
2022 Koudounas, Alkis; Giobergia, Flavio; Baralis, Elena
Citazione | Data di pubblicazione | Autori | File |
---|---|---|---|
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data / Poeta, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena. - (In corso di stampa). (Intervento presentato al convegno IEEE International Conference Application of Information and Communication Technologies tenutosi a Torino). | In corso di stampa | Poeta,EleonoraGiobergia,FlavioPastor,ElianaCerquitelli,TaniaBaralis,Elena | - |
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 |
KAN You See It? KANs and Sentinel for Effective and Explainable Crop Field Segmentation / REGE CAMBRIN, Daniele; Poeta, Eleonora; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo. - (In corso di stampa). (Intervento presentato al convegno European Conference on Computer Vision). | In corso di stampa | Daniele Rege CambrinEleonora PoetaEliana PastorTania CerquitelliElena BaralisPaolo Garza | ECCV_2024_CVPPA.pdf |
Leveraging confidence models for identifying challenging data subgroups in speech models / Koudounas, Alkis; Pastor, Eliana; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Reale, Elisa; Attanasio, Giuseppe; Cagliero, Luca; Cumani, Sandro; de Alfaro, Luca; Baralis, Elena; Amberti, Daniele. - (In corso di stampa). (Intervento presentato al convegno 2024 IEEE International Conference on Acoustics, Speech and Signal Processing Workshop (ICASSPW) tenutosi a Seoul, Korea nel 14-19 April, 2024). | In corso di stampa | Koudounas,AlkisPastor,ElianaCagliero,LucaCumani,SandroBaralis,Elena + | leveraging-confidence-models-for-identifying-challenging-data-subgroups-in-speech-models.pdf |
Prioritizing Data Acquisition For End-to-End Speech Model Improvement / Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; de Alfaro, Luca; Baralis, Elena. - (In corso di stampa). (Intervento presentato al convegno 2024 IEEE International Conference on Acoustics, Speech and Signal Processing). | In corso di stampa | Koudounas,AlkisPastor,ElianaBaralis,Elena + | Paper.pdf |
Towards Self-Learning Data Transformation / Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; DI CORSO, Evelina. - STAMPA. - (In corso di stampa). (Intervento presentato al convegno Women in machine learning Workshop 2016 tenutosi a Barcelona, Spain nel 4-5 December, 2016). | In corso di stampa | BARALIS, ELENA MARIACERQUITELLI, TANIACHIUSANO, SILVIA ANNADI CORSO, EVELINA | - |
Ainur: Harmonizing Speed and Quality in Deep Music Generation Through Lyrics-Audio Embeddings / Concialdi, Giuseppe; Koudounas, Alkis; Pastor, Eliana; Di Eugenio, Barbara; Baralis, Elena. - (2024), pp. 1146-1150. (Intervento presentato al convegno 2024 IEEE International Conference on Acoustics, Speech and Signal Processing tenutosi a Seoul (KOR) nel 14-19 April, 2024) [10.1109/icassp48485.2024.10448078]. | 1-gen-2024 | Koudounas, AlkisPastor, ElianaBaralis, Elena + | Ainur_Harmonizing_Speed_and_Quality_in_Deep_Music_Generation_Through_Lyrics-Audio_Embeddings.pdf |
A Hierarchical Approach to Anomalous Subgroup Discovery / Pastor, Eliana; Baralis, Elena; de Alfaro, Luca. - (2023), pp. 2647-2659. (Intervento presentato al convegno 39th IEEE International Conference on Data Engineering (ICDE 2023) tenutosi a Anaheim, California (USA) nel April 3–7, 2023) [10.1109/ICDE55515.2023.00203]. | 1-gen-2023 | Pastor, ElianaBaralis, Elenade Alfaro, Luca | ICDE_H-DivEplorer_Hierarchiacal_approach.pdf; A_Hierarchical_Approach_to_Anomalous_Subgroup_Discovery.pdf |
baρtti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy / Koudounas, Alkis; Giobergia, Flavio; Benedetto, Irene; Monaco, Simone; Cagliero, Luca; Apiletti, Daniele; Baralis, ELENA MARIA. - ELETTRONICO. - 3473:(2023). (Intervento presentato al convegno EVALITA 2023 tenutosi a Parma (ITA) nel September 7th - 8th, 2023). | 1-gen-2023 | Koudounas AlkisGiobergia FlavioBenedetto IreneMonaco SimoneCagliero LucaApiletti DanieleBaralis Elena | paper16.pdf |
Exploring Subgroup Performance In End-to-End Speech Models / Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Cagliero, Luca; de Alfaro, Luca; Baralis, ELENA MARIA; Amberti, Daniele. - (2023), pp. 1-5. (Intervento presentato al convegno 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) tenutosi a Rhodes Island (Greece) nel 4-10 June 2023) [10.1109/ICASSP49357.2023.10095284]. | 1-gen-2023 | Alkis KoudounasEliana PastorLuca CaglieroElena Baralis + | ICASSP23__Divergent_behaviors_in_E2E_systems.pdf; Exploring_Subgroup_Performance_in_End-to-End_Speech_Models.pdf |
ITALIC: An Italian Intent Classification Dataset / Koudounas, Alkis; LA QUATRA, Moreno; Vaiani, Lorenzo; Colomba, Luca; Attanasio, Giuseppe; Pastor, Eliana; Cagliero, Luca; Baralis, Elena. - ELETTRONICO. - (2023), pp. 2153-2157. (Intervento presentato al convegno INTERSPEECH 2023 tenutosi a Dublin (Ireland) nel 20 August - 24 August 2023) [10.21437/Interspeech.2023-1980]. | 1-gen-2023 | Alkis KoudounasMoreno La QuatraLorenzo VaianiLuca ColombaGiuseppe AttanasioEliana PastorLuca CaglieroElena Baralis | italic_oa.pdf; koudounas23_interspeech.pdf |
Late Fusion-based Distributed Multimodal Learning / Giobergia, Flavio; Baralis, Elena. - (2023), pp. 2152-2156. (Intervento presentato al convegno 2023 IEEE International Conference on Big Data (BigData) tenutosi a Sorrento (ITA) nel 15-18 December 2023) [10.1109/BigData59044.2023.10386612]. | 1-gen-2023 | Giobergia, FlavioBaralis, Elena | Late_Fusion-based_Distributed_Multimodal_Learning.pdf |
PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction / Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Baralis, Elena; Cagliero, Luca; Tarasconi, Francesco. - ELETTRONICO. - (2023), pp. 1401-1411. (Intervento presentato al convegno SemEval-2023 (Workshop of ACL) tenutosi a Toronto (CAN) nel July 9–14, 2023) [10.18653/v1/2023.semeval-1.194]. | 1-gen-2023 | Irene BenedettoAlkis KoudounasLorenzo VaianiEliana PastorElena BaralisLuca Cagliero + | 2023.semeval-1.194.pdf |
Reconstructing Atmospheric Parameters of Exoplanets Using Deep Learning / Giobergia, Flavio; Koudounas, Alkis; Baralis, Elena Maria. - (2023). (Intervento presentato al convegno 2023 IEEE 17th International Conference on Application of Information and Communication Technologies (AICT) tenutosi a Baku (AZE) nel 18-20 October 2023) [10.1109/AICT59525.2023.10313185]. | 1-gen-2023 | Giobergia, FlavioKoudounas, AlkisBaralis, Elena Maria | AICT2023.pdf; Reconstructing_Atmospheric_Parameters_of_Exoplanets_Using_Deep_Learning.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 |
Entropy-based Attention Regularization Frees Unintended Bias Mitigation from Lists / Attanasio, Giuseppe; Nozza, Debora; Hovy, Dirk; Baralis, Elena. - (2022), pp. 1105-1119. (Intervento presentato al convegno Association for Computational Linguistics) [10.18653/v1/2022.findings-acl.88]. | 1-gen-2022 | Attanasio, GiuseppeBaralis, Elena + | 2022.findings-acl.88.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 |
Legal Entity Disambiguation for Financial Crime Detection / Fior, Jacopo; Favale, Thomas; Cagliero, Luca; Giordano, Danilo; Mellia, Marco; Baralis, Elena; Ronchiadin, Silvia; Baracco, Paolo; Moncalvo, Dario. - ELETTRONICO. - (2022), pp. 6639-6641. (Intervento presentato al convegno 2022 IEEE International Conference on Big Data (Big Data) tenutosi a Osaka, Japan nel 17-20 December 2022) [10.1109/BigData55660.2022.10020700]. | 1-gen-2022 | Fior, JacopoFavale, ThomasCagliero, LucaGiordano, DaniloMellia, MarcoBaralis, Elena + | Legal_Entity_Disambiguation_for_Financial_Crime_Detection.pdf; Legal_Entity_Disambiguation_for_Financial_Crime_Detection.pdf |
RECLAIM: Reverse Engineering Classification Metrics / Giobergia, Flavio; Baralis, Elena. - (2022), pp. 106-113. (Intervento presentato al convegno IEEE International Conference on AI and Knowledge Engineering tenutosi a 19-21 September 2022 nel Laguna Hills, CA (USA)) [10.1109/AIKE55402.2022.00024]. | 1-gen-2022 | Giobergia, FlavioBaralis, Elena | RECLAIM__IEEE_AIKE_-3.pdf; RECLAIM_Reverse_Engineering_Classification_Metrics.pdf |
Time-of-Flight Cameras in Space: Pose Estimation with Deep Learning Methodologies / Koudounas, Alkis; Giobergia, Flavio; Baralis, Elena. - (2022). (Intervento presentato al convegno IEEE International Conference Application of Information and Communication Technologies tenutosi a Washington DC (USA) nel 12-14 October 2022) [10.1109/AICT55583.2022.10013574]. | 1-gen-2022 | Koudounas,AlkisGiobergia,FlavioBaralis,Elena | ToF-pose-estimation.pdf; Time-of-Flight_Cameras_in_Space_Pose_Estimation_with_Deep_Learning_Methodologies.pdf |