Archivio Istituzionale della RicercaPASTOR, ELIANA
PASTOR, ELIANA
Dipartimento di Automatica e Informatica
046375
HydroChronos: Forecasting Decades of Surface Water Change
In corso di stampa Rege Cambrin, Daniele; Poeta, Eleonora; Pastor, Eliana; Corley, Isaac; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo
Divergence-Aware Training with Automatic Subgroup Mitigation for Breast Tumor Segmentation
2026 Poeta, Eleonora; Vargas, Luisa; Falcetta, Daniele; Marciano', Vincenzo; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Zuluaga, Maria A.
"KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding
2025 Koudounas, Alkis; La Quatra, Moreno; Pastor, Eliana; Marco Siniscalchi, Sabato; Baralis, Elena
A Synthetic Benchmark to Explore Limitations of Localized Drift Detections
2025 Giobergia, Flavio; Pastor, Eliana; de Alfaro, Luca; Baralis, Elena
Beyond Input Attribution: A Hands-On Tutorial to Concept-Based Explainable AI and Mechanistic Interpretability
2025 Pastor, Eliana; Poeta, Eleonora; Panisson, André; Perotti, Alan; Ciravegna, Gabriele
Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs
2025 Cagliero, Luca; Vaiani, Lorenzo; Pastor, Eliana; Koudounas, Alkis; Baralis, Elena; Mazzia, Vittorio; Pollastrini, Sandro; Gueudre, Thomas; Giollo, Manuel; Amberti, Daniele; Wu, Yue
Detecting Interpretable Subgroup Drifts
2025 Giobergia, Flavio; Pastor, Eliana; De Alfaro, Luca; Baralis, Elena
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
Privacy Preserving Data Selection for Bias Mitigation in Speech Models
2025 Koudounas, Alkis; Pastor, Eliana; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Reale, Elisa; Cagliero, Luca; Cumani, Sandro; De Alfaro, Luca; Baralis, Elena; Amberti, Daniele
A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data
2024 Poeta, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena
A Contrastive Learning Approach to Mitigate Bias in Speech Models
2024 Koudounas, Alkis; Giobergia, Flavio; Pastor, Eliana; Baralis, Elena
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
Assessing Speech Model Performance: A Subgroup Perspective
2024 Koudounas, Alkis; Pastor, Eliana; Baralis, Elena
Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features
2024 Pastor, Eliana; Koudounas, Alkis; Attanasio, Giuseppe; Hovy, Dirk; Baralis, Elena
FedGCR: Achieving Performance and Fairness for Federated Learning with Distinct Client Types via Group Customization and Reweighting
2024 Cheng, Shu-Ling; Yeh, Chin-Yuan; Chen, Ting-An; Pastor, Eliana; Chen, Ming-Syan
Leveraging confidence models for identifying challenging data subgroups in speech models
2024 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
MAINDZ at SemEval-2024 Task 5: CLUEDO-Choosing Legal oUtcome by Explaining Decision through Oversight
2024 Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; Tarasconi, Francesco
Prioritizing Data Acquisition For End-to-End Speech Model Improvement
2024 Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; de Alfaro, Luca; Baralis, Elena
A Hierarchical Approach to Anomalous Subgroup Discovery
2023 Pastor, Eliana; Baralis, Elena; de Alfaro, Luca
Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers
2023 Perotti, Alan; Bertolotto, Simone; Pastor, Eliana; Panisson, André
| Citazione | Data di pubblicazione | Autori | File |
|---|---|---|---|
| HydroChronos: Forecasting Decades of Surface Water Change / Rege Cambrin, Daniele; Poeta, Eleonora; Pastor, Eliana; Corley, Isaac; Cerquitelli, Tania; Baralis, Elena; Garza, Paolo. - (In corso di stampa). (Intervento presentato al convegno International Conference on Advances in Geographic Information Systems 2025 tenutosi a Minneapolis (USA) nel November 3 - 6, 2025). | In corso di stampa | Daniele Rege CambrinEleonora PoetaEliana PastorTania CerquitelliElena BaralisPaolo Garza + | SIGSPATIAL.pdf |
| Divergence-Aware Training with Automatic Subgroup Mitigation for Breast Tumor Segmentation / Poeta, Eleonora; Vargas, Luisa; Falcetta, Daniele; Marciano', Vincenzo; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena; Zuluaga, Maria A.. - 16142:(2026), pp. 52-62. (Intervento presentato al convegno Second Deep Breast Workshop, Deep-Breath 2025, Held in Conjunction with MICCAI 2025 (28th International Conference on Medical Image Computing and Computer Assisted Intervention) tenutosi a Daejeon (KOR) nel September 23rd -27th, 2025) [10.1007/978-3-032-05559-0_6]. | 1-gen-2026 | Eleonora PoetaEliana PastorTania CerquitelliElena Baralis + | 978-3-032-05559-0.pdf; Divergence_Aware_Training_with_Automatic_Subgroup_Mitigation_for_Breast_Tumor_Segmentation.pdf |
| "KAN you hear me?" Exploring Kolmogorov-Arnold Networks for Spoken Language Understanding / Koudounas, Alkis; La Quatra, Moreno; Pastor, Eliana; Marco Siniscalchi, Sabato; Baralis, Elena. - (2025). (Intervento presentato al convegno Interspeech 2025 tenutosi a Rotterdam (NL) nel 17-21 August, 2025). | 1-gen-2025 | Alkis KoudounasEliana PastorElena Baralis + | 2505.20176v1.pdf |
| A Synthetic Benchmark to Explore Limitations of Localized Drift Detections / Giobergia, Flavio; Pastor, Eliana; de Alfaro, Luca; Baralis, Elena. - 15013:(2025), pp. 101-110. (Intervento presentato al convegno DELTA 2024 - Workshop at KDD 2024 tenutosi a Barcelona (ESP) nel August 26, 2024) [10.1007/978-3-031-82346-6_7]. | 1-gen-2025 | Giobergia, FlavioPastor, ElianaBaralis, Elena + | Giobergia_2025_a_synthetic.pdf; 2408.14687v1.pdf |
| Beyond Input Attribution: A Hands-On Tutorial to Concept-Based Explainable AI and Mechanistic Interpretability / Pastor, Eliana; Poeta, Eleonora; Panisson, André; Perotti, Alan; Ciravegna, Gabriele. - 2:(2025), pp. 6247-6248. (Intervento presentato al convegno 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining tenutosi a Toronto ON (CAN) nel August 3 - 7, 2025) [10.1145/3711896.3737606]. | 1-gen-2025 | Eliana PastorEleonora PoetaAlan PerottiGabriele Ciravegna + | KDD_2025___Hands_on.pdf; 3711896.3737606.pdf |
| Detecting and Mitigating Challenges in Zero-Shot Video Summarization with Video LLMs / Cagliero, Luca; Vaiani, Lorenzo; Pastor, Eliana; Koudounas, Alkis; Baralis, Elena; Mazzia, Vittorio; Pollastrini, Sandro; Gueudre, Thomas; Giollo, Manuel; Amberti, Daniele; Wu, Yue. - (2025), pp. 286-301. (Intervento presentato al convegno 63rd Annual Meeting of the Association for Computational Linguistics: ACL 2025 tenutosi a Vienna (AT) nel 27Jul - 1 Aug 2025). | 1-gen-2025 | Cagliero, LucaVaiani, LorenzoPastor, ElianaKoudounas, AlkisBaralis, Elena + | 2025.findings-acl.16.pdf |
| Detecting Interpretable Subgroup Drifts / Giobergia, Flavio; Pastor, Eliana; De Alfaro, Luca; Baralis, Elena. - 1:(2025), pp. 366-377. (Intervento presentato al convegno 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, KDD 2025 tenutosi a Toronto ON (CAN) nel August 3 - 7, 2025) [10.1145/3690624.3709259]. | 1-gen-2025 | Giobergia, FlavioPastor, Elianade Alfaro, LucaBaralis, Elena | 2025_KDD___Detecting_Interpretable_Subgroup_Drifts-3.pdf; 3690624.3709259.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. - 15625:(2025), pp. 115-131. (Intervento presentato al convegno European Conference on Computer Vision tenutosi a Milan (ITA) nel 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 |
| Privacy Preserving Data Selection for Bias Mitigation in Speech Models / Koudounas, Alkis; Pastor, Eliana; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; Reale, Elisa; Cagliero, Luca; Cumani, Sandro; De Alfaro, Luca; Baralis, Elena; Amberti, Daniele. - 6: Industry track:(2025), pp. 738-748. (Intervento presentato al convegno 63rd Annual Meeting of the Association for Computational Linguistics: ACL 2025 tenutosi a Vienna (AT) nel 27Jul - 1 Aug 2025). | 1-gen-2025 | Koudounas, AlkisPastor, ElianaCagliero, LucaCumani, SandroBaralis, Elena + | 2025.acl-industry.52.pdf |
| A Benchmarking Study of Kolmogorov-Arnold Networks on Tabular Data / Poeta, Eleonora; Giobergia, Flavio; Pastor, Eliana; Cerquitelli, Tania; Baralis, Elena. - (2024). (Intervento presentato al convegno IEEE International Conference Application of Information and Communication Technologies tenutosi a Turin (ITA) nel 25-27 September 2024) [10.1109/AICT61888.2024.10740444]. | 1-gen-2024 | Poeta, EleonoraGiobergia, FlavioPastor, ElianaCerquitelli, TaniaBaralis, Elena | A_Benchmarking_Study_of_Kolmogorov-Arnold_Networks_on_Tabular_Data (1).pdf |
| A Contrastive Learning Approach to Mitigate Bias in Speech Models / Koudounas, Alkis; Giobergia, Flavio; Pastor, Eliana; Baralis, Elena. - (2024), pp. 827-831. (Intervento presentato al convegno Interspeech 2024 tenutosi a Kos (GRC) nel 1-5 September 2024) [10.21437/interspeech.2024-1219]. | 1-gen-2024 | Koudounas, AlkisGiobergia, FlavioPastor, ElianaBaralis, Elena | koudounas24b_interspeech.pdf |
| 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 |
| Assessing Speech Model Performance: A Subgroup Perspective / Koudounas, Alkis; Pastor, Eliana; Baralis, Elena. - 3741:(2024), pp. 101-111. (Intervento presentato al convegno SEBD 2024: 32nd Symposium on Advanced Database System tenutosi a Villasimius, Sardinia (IT) nel 23-26 June, 2024). | 1-gen-2024 | Koudounas, AlkisPastor, ElianaBaralis, Elena | paper64.pdf |
| Explaining Speech Classification Models via Word-Level Audio Segments and Paralinguistic Features / Pastor, Eliana; Koudounas, Alkis; Attanasio, Giuseppe; Hovy, Dirk; Baralis, Elena. - 1: Long Papers:(2024), pp. 2221-2238. (Intervento presentato al convegno 18th Conference of the European Chapter of the Association for Computational Linguistics tenutosi a Malta nel March 17-22, 2024). | 1-gen-2024 | Eliana PastorAlkis KoudounasElena Baralis + | 2024.eacl-long.136.pdf |
| FedGCR: Achieving Performance and Fairness for Federated Learning with Distinct Client Types via Group Customization and Reweighting / Cheng, Shu-Ling; Yeh, Chin-Yuan; Chen, Ting-An; Pastor, Eliana; Chen, Ming-Syan. - 38:(2024), pp. 11498-11506. (Intervento presentato al convegno Thirty-Eighth AAAI Conference on Artificial Intelligence Thirty-Sixth Conference on Innovative Applications of Artificial Intelligence tenutosi a Vancouver (CAN) nel February 20–27, 2024) [10.1609/aaai.v38i10.29031]. | 1-gen-2024 | Pastor, Eliana + | 29031-Article Text-33085-1-2-20240324.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. - ELETTRONICO. - (2024), pp. 134-138. (Intervento presentato al convegno 2024 IEEE International Conference on Acoustics, Speech and Signal Processing Workshop (ICASSPW) tenutosi a Seoul (KOR) nel 14-19 April, 2024) [10.1109/ICASSPW62465.2024.10626001]. | 1-gen-2024 | Koudounas, AlkisPastor, ElianaMazzia, VittorioGueudre, ThomasAttanasio, GiuseppeCagliero, LucaCumani, Sandrode Alfaro, LucaBaralis, Elena + | leveraging-confidence-models-for-identifying-challenging-data-subgroups-in-speech-models.pdf; Leveraging_Confidence_Models_for_Identifying_Challenging_Data_Subgroups_in_Speech_Models.pdf |
| MAINDZ at SemEval-2024 Task 5: CLUEDO-Choosing Legal oUtcome by Explaining Decision through Oversight / Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; Tarasconi, Francesco. - (2024), pp. 997-1005. (Intervento presentato al convegno SemEval-2024 (Workshop of ACL) tenutosi a Mexico City (MEX) nel 20-21 June, 2024) [10.18653/v1/2023.semeval-1.144]. | 1-gen-2024 | Irene BenedettoAlkis KoudounasLorenzo VaianiEliana PastorLuca Cagliero + | 2024.semeval-1.144.pdf |
| Prioritizing Data Acquisition For End-to-End Speech Model Improvement / Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; de Alfaro, Luca; Baralis, Elena. - ELETTRONICO. - (2024), pp. 7000-7004. (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/ICASSP48485.2024.10446326]. | 1-gen-2024 | Koudounas, AlkisPastor, ElianaAttanasio, Giuseppede Alfaro, LucaBaralis, Elena | Paper.pdf; Prioritizing_Data_Acquisition_for_end-to-end_Speech_Model_Improvement.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 |
| Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers / Perotti, Alan; Bertolotto, Simone; Pastor, Eliana; Panisson, André. - 1902:(2023), pp. 525-548. (Intervento presentato al convegno World Conference on eXplainable Artificial Intelligence. xAI 2023 tenutosi a Lisboa (Portugal) nel July 26–28, 2023) [10.1007/978-3-031-44067-0_27]. | 1-gen-2023 | Bertolotto, SimonePastor, Eliana + | 2308.00607.pdf; 978-3-031-44067-0_27.pdf |