Deep and Structured Machine Learning

Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation
Betti, Federico; Staiano, Jacopo; Baraldi, Lorenzo; Baraldi, Lorenzo; Cucchiara, Rita; Sebe, Nicu in MM '23: Proceedings of the 31st ACM International Conference on Multimedia, New York: ACM, 2023, p. 9306-9312. - ISBN: 9798400701085. Proceedings of: ACM Multimedia, Ottawa, Canada, October 2023. - DOI: 10.1145/3581783.3612706

Synthesizing explainable counterfactual policies for algorithmic recourse with program synthesis
De Toni, G.; Lepri, B.; Passerini, A. in MACHINE LEARNING, v. 2023, (2023). - DOI: 10.1007/s10994-022-06293-7

Disentangle Saliency Detection into Cascaded Detail Modeling and Body Filling
Song, Y.; Tang, H.; Sebe, N.; Wang, W. in ACM TRANSACTIONS ON MULTIMEDIA COMPUTING, COMMUNICATIONS AND APPLICATIONS, v. 19, n. 1 (2023), p. 701-715. - Publication URL . - DOI: 10.1145/3513134

On the Eigenvalues of Global Covariance Pooling for Fine-Grained Visual Recognition
Song, Y.; Sebe, N.; Wang, W. in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v. 45, n. 3 (2023), p. 3554-3566. - DOI: 10.1109/TPAMI.2022.3178802

Overlap-guided Gaussian Mixture Models for Point Cloud Registration
Mei, G.; Poiesi, F.; Saltori, C.; Zhang, J.; Ricci, E.; Sebe, N. in Proceedings - 2023 IEEE Winter Conference on Applications of Computer Vision, WACV 2023, Piscataway, NJ USA: Institute of Electrical and Electronics Engineers Inc., 2023, p. 4500-4509. - ISBN: 978-1-6654-9346-8. Proceedings of: 23rd IEEE/CVF Winter Conference on Applications of Computer Vision, WACV 2023, Waikoloa, HI, USA, 02-07 January, 2023. - Publication URL . - DOI: 10.1109/WACV56688.2023.00449

Fast Differentiable Matrix Square Root and Inverse Square Root
Song, Y.; Sebe, N.; Wang, W. in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v. 45, n. 6 (2023), p. 7367-7380. - Publication URL . - DOI: 10.1109/TPAMI.2022.3216339

Orthogonal SVD Covariance Conditioning and Latent Disentanglement
Song, Y.; Sebe, N.; Wang, W. in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v. 45, n. 7 (2023), p. 8773-8786. - Publication URL . - DOI: 10.1109/TPAMI.2022.3228979

Object-aware Gaze Target Detection
Tonini, Francesco; Dall'Asen, Nicola; Beyan, Cigdem; Ricci, Elisa in IEEE/CVF International Conference on Computer Vision (ICCV), Paris: IEEE, 2023. Proceedings of: IEEE/CVF ICCV, paris, 2th Oct 2023 – 6th Oct 2023

Unleashing the Transferability Power of Unsupervised Pre-Training for Emotion Recognition in Masked and Unmasked Facial Images
Dinca, Moreno; Beyan, Cigdem; Niewiadomski, Radoslaw; Barattin, Simone; Sebe, Nicu in IEEE ACCESS, v. 2023, 11, (2023), p. 90876-90890. - Publication URL . - DOI: 10.1109/ACCESS.2023.3308047

Interactive Neural Painting
Peruzzo, E.; Menapace, W.; Goel, V.; Arrigoni, F.; Tang, H.; Xu, X.; Chopikyan, A.; Orlov, N.; Hu, Y.; Shi, H.; Sebe, N.; Ricci, E. in COMPUTER VISION AND IMAGE UNDERSTANDING, v. 235, (2023), p. 103778. - DOI: 10.1016/j.cviu.2023.103778
[other topic: Machine Learning and Intelligent Optimization; Language, Speech and Interaction

The MONET dataset: Multimodal drone thermal dataset recorded in rural scenarios
Riz, L.; Caraffa, A.; Bortolon, M.; Mekhalfi, M. L.; Boscaini, D.; Moura, A.; Antunes, J.; Dias, A.; Silva, H.; Leonidou, A.; Constantinides, C.; Keleshis, C.; Abate, D.; Poiesi, F. in IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, Vancouver;: IEEE Computer Society, 2023, p. 2546-2554. - (IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION WORKSHOPS). - ISBN: 979-8-3503-0249-3. Proceedings of: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2023, can, 2023. - DOI: 10.1109/CVPRW59228.2023.00253

Adaptation of Student Behavioural Routines during COVID-19: A Multimodal Approach
Girardini, Nicolò A.; Centellegher, Simone; Passerini, Andrea; Bison, Ivano; Giunchiglia, Fausto; Lepri, Bruno in 9th International Conference on Computational Social Science, 2023. Proceedings of: iC2S2, Copenhagen, Denmark, July 17-20, 2023. - Publication URL

DH-FBK at HODI: Multi-Task Learning with Classifier Ensemble Agreement, Oversampling and Synthetic Data
Leonardelli, E.; Casula, C. in CEUR Workshop Proceedings, Parma: CEUR-WS, 2023. - (CEUR WORKSHOP PROCEEDINGS). Proceedings of: 8th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop, EVALITA 2023, ita, 2023
[other topics: Language, Speech and Interaction

Masked Jigsaw Puzzle: A Versatile Position Embedding for Vision Transformers
Ren, B.; Liu, Y.; Song, Y.; Bi, W.; Cucchiara, R.; Sebe, N.; Wang, W. in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, New York: IEEE Computer Society, 2023, p. 20382-20391. - (PROCEEDINGS IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION). - ISBN: 979-8-3503-0129-8. Proceedings of: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2023, can, 2023. - DOI: 10.1109/CVPR52729.2023.01952

VM-NeRF: Tackling Sparsity in NeRF with View Morphing
Bortolon, Matteo; Del Bue, Alessio; Poiesi, Fabio in Conference proceedings Image Analysis and Processing – ICIAP 2023, Heidelberg;: Springer Nature, 2023, p. 63-74. - (LECTURE NOTES IN COMPUTER SCIENCE). - ISBN: 978-3-031-43152-4. Proceedings of: ICIAP, Udine, 11 Settembre 2023. - DOI: 10.1007/978-3-031-43153-1_6

Latent Traversals in Generative Models as Potential Flows
Song, Y.; Keller, A.; Sebe, N.; Welling, M. in Proceedings of Machine Learning Research, New York: ML Research Press, 2023, p. 32288-32303. - (PROCEEDINGS OF MACHINE LEARNING RESEARCH). Proceedings of: 40th International Conference on Machine Learning, ICML 2023, usa, 2023

Dynamically Instance-Guided Adaptation: A Backward-free Approach for Test-Time Domain Adaptive Semantic Segmentation
Wang, Wei; Zhong, Zhun; Wang, Weijie; Chen, Xi; Ling, Charles; Wang, Boyu; Sebe, Nicu in IEEE/CVF Conference on Computer Vision and Pattern Recognition, New York: IEEE, 2023, p. 24090-24099. - ISBN: 979-8-3503-0129-8. Proceedings of: IEEE/CVF Conference on Computer Vision and Pattern Recognition, Vancouver, Canada, June 2023. - DOI: 10.1109/CVPR52729.2023.02307

Compositional Semantic Mix for Domain Adaptation in Point Cloud Segmentation
Saltori, C.; Galasso, F.; Fiameni, G.; Sebe, N.; Poiesi, F.; Ricci, E. in IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, v. 45, n. 12 (2023), p. 14234-14247. - DOI: 10.1109/TPAMI.2023.3310261

Fast Differentiable Matrix Square Root
Song, Yue; Sebe, Niculae; Wang, Wei in International Conference on Learning Representation (ICLR’22), S.l.: Openreview, 2022, p. 1-19. Proceedings of: The Tenth International Conference on Learning Representations (ICLR’22), virtual, 25- 29 April, 2022. - Publication URL

Unsupervised Domain Adaptation for Video Transformers in Action Recognition
da Costa, Victor G. Turrisi; Zara, Giacomo; Rota, Paolo; Oliveira-Santos, Thiago; Sebe, Nicu; Murino, Vittorio; Ricci, Elisa in International Conference on Pattern Recognition, New York: IEEE, 2022, p. 1258-1265. - (PROCEEDINGS INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION). - ISBN: 978-1-6654-9062-7. Proceedings of: 26th International Conference on Pattern Recognition (ICPR), Montreal, 2022. - Publication URL . - DOI: 10.1109/ICPR56361.2022.9956679

Batch-Efficient EigenDecomposition for Small and Medium Matrices
Song, Yue; Sebe, Nicu; Wang, Wei in Computer Vision – ECCV 2022 17th European Conference, Cham, Svizzera: Springer, 2022, p. 583-599. - (LECTURE NOTES IN COMPUTER SCIENCE). - ISBN: 978-3-031-20049-6. Proceedings of: European Conference on Computer Vision (ECCV) 2022, Tel AvivI, Israel, 23–27 October 2022. - Publication URL . - DOI: 10.1007/978-3-031-20050-2_34

Improving Covariance Conditioning of the SVD Meta-layer by Orthogonality
Song, Yue; Sebe, Nicu; Wang, Wei in European Conference on Computer Vision (ECCV), Cham: Springer, 2022, p. 356-372. - (LECTURE NOTES IN COMPUTER SCIENCE). - ISBN: 978-3-031-20052-6. Proceedings of: European Conference on Computer Vision (ECCV) 2022 17th European Conference, Tel AvivI, Israel, 23–27 October 2022. - Publication URL . - DOI: 10.1007/978-3-031-20053-3_21

CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation
Saltori, Cristiano; Galasso, Fabio; Fiameni, Giuseppe; Sebe, Nicu; Ricci, Elisa; Poiesi, Fabio in European Conference on Computer Vision (ECCV), Heidelberg: Springer, 2022, p. 586-602. - (LECTURE NOTES IN COMPUTER SCIENCE). - ISBN: 978-3-031-19826-7. Proceedings of: European Conference on Computer Vision (ECCV), Tel Aviv, 2022. - Publication URL . - DOI: 10.1007/978-3-031-19827-4_34

GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segmentation
Saltori, Cristiano; Krivosheev, Evgeny; Lathuiliére, Stéphane; Sebe, Nicu; Galasso, Fabio; Fiameni, Giuseppe; Ricci, Elisa; Poiesi, Fabio in European Conference on Computer Vision (ECCV), Heidelberg: Springer, 2022, p. 567-585. - (LECTURE NOTES IN COMPUTER SCIENCE). - ISBN: 978-3-031-19826-7. Proceedings of: European Conference on Computer Vision (ECCV), Tel Aviv, 23-27 October 2022. - Publication URL . - DOI: 10.1007/978-3-031-19827-4_33

RankFeat: Rank-1 Feature Removal for Out-of-distribution Detection
Song, Y.; Sebe, N.; Wang, W. in Advances in Neural Information Processing Systems 35 (NeurIPS 2022), San Diego, CA: NeurIPS, 2022, p. 1-14. - (ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS). - ISBN: 9781713871088. Proceedings of: 36th Conference on Neural Information Processing Systems (NeurIPS 2022), New Orleans, 29 November 9 December, 2022. - Publication URL

Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding
Mei, G.; Saltori, C.; Poiesi, F.; Zhang, J.; Ricci, E.; Sebe, N.; Wu, Q. in British Machine Vision Conference (BMVC’22), UK: BMVA, 2022. Proceedings of: British Machine Vision Conference (BMVC’22), London, 2022. - Publication URL

Multimodal Across Domains Gaze Target Detection
Tonini, Francesco; Beyan, Cigdem; Ricci, Elisa in The 24th ACM International Conference on Multimodal Interaction (ICMI 2022), New York, USA: ACM, 2022, p. 420-431. - ISBN: 9781450393904. Proceedings of: ACM ICMI, Bengaluru (Bangalore), India (HYBRID), 7-11 November 2022. - Publication URL . - DOI: 10.1145/3536221.3556624

Class-Incremental Novel Class Discovery
Roy, Subhankar; Liu, Mingxuan; Zhong, Zhun; Sebe, Nicu; Ricci, Elisa in European Conference on Computer Vision (ECCV), Heidelberg: Springer, 2022, p. 317-333. - (LECTURE NOTES IN COMPUTER SCIENCE). - ISBN: 978-3-031-19826-7. Proceedings of: European Conference on Computer Vision (ECCV), Tel Aviv, 23-27 October 2022. - Publication URL . - DOI: 10.1007/978-3-031-19827-4_19

Efficient yet Competitive Speech Translation: FBK@IWSLT2022
Gaido, Marco; Papi, Sara; Fucci, Dennis; Fiameni, Giuseppe; Negri, Matteo; Turchi, Marco in Proceedings of the 19th International Conference on Spoken Language Translation (IWSLT 2022), Dublin, Ireland (in-person and online): Association for Computational Linguistics (ACL), 2022, p. 177-189. - ISBN: 978-1-955917-41-4. Proceedings of: 19th International Conference on Spoken Language Translation, IWSLT 2022, Dublin, Ireland (in-person and online), 26-27, May 2022. - Publication URL . - DOI: 10.18653/v1/2022.iwslt-1.13
[other topics: Language, Speech and Interaction

Over-Generation Cannot Be Rewarded: Length-Adaptive Average Lagging for Simultaneous Speech Translation
Papi, S.; Gaido, M.; Negri, M.; Turchi, M. in Proceedings of the Third Workshop on Automatic Simultaneous Translation, Online: Association for Computational Linguistics, 2022, p. 12-17. Proceedings of: Third Workshop on Automatic Simultaneous Translation, Online, July 15, 2022. - Publication URL . - DOI: 10.18653/v1/2022.autosimtrans-1.2

Dodging the Data Bottleneck: Automatic Subtitling with Automatically Segmented ST Corpora
Papi, Sara; Karakanta, Alina; Negri, Matteo; Turchi, Marco in Proceedings of the 2nd Conference of the Asia-Pacific Chapter of the Association for Computational Linguistics and the 12th International Joint Conference on Natural Language Processing (Volume 2: Short Papers), Stroudsburg, PA USA: Association for Computational Linguistics, 2022, p. 480-487. - ISBN: 978-1-955917-64-3. Proceedings of: AACL | IJCNLP 2022, Online, 20-23 November, 2022. - Publication URL

3D-Aware Semantic-Guided Generative Model for Human Synthesis
Zhang, Jichao; Sangineto, Enver; Tang, Hao; Siarohin, Aliaksandr; Zhong, Zhun; Sebe, Nicu; Wang, Wei in European Conference on Computer Vision (ECCV), Cham: Springer, 2022, p. 339-356. - (LECTURE NOTES IN COMPUTER SCIENCE). - ISBN: 978-3-031-19783-3. Proceedings of: European Conference on Computer Vision (ECCV) 17th European Conference, Tel AvivI, Israel, 23–27 October 2022. - Publication URL . - DOI: 10.1007/978-3-031-19784-0_20

Constraints on Higgs boson production with large transverse momentum using H →b b ¯ decays in the ATLAS detector
Aad, G.; Abbott, B.; Abbott, D. C.; Abed Abud, A.; Abeling, K.; Abhayasinghe, D. K.; Abidi, S. H.; Aboulhorma, A.; Abramowicz, H.; Abreu, H.; Abulaiti, Y.; Abusleme Hoffman, A. C.; Acharya, B. S.; Achkar, B.; Adam, L.; Adam Bourdarios, C.; Adamczyk, L.; Adamek, L.; Addepalli, S. V.; Adelman, J.; Adiguzel, A.; Adorni, S.; Adye, T.; Affolder, A. A.; Afik, Y.; Agapopoulou, C.; Agaras, M. N.; Agarwala, J.; Aggarwal, A.; Agheorghiesei, C.; Aguilar-Saavedra, J. A.; Ahmad, A.; Ahmadov, F.; Ahmed, W. S.; Ai, X.; Aielli, G.; Aizenberg, I.; Akatsuka, S.; Akbiyik, M.; Akesson, T. P. A.; Akimov, A. V.; Al Khoury, K.; Alberghi, G. L.; Albert, J.; Albicocco, P.; Alconada Verzini, M. J.; Alderweireldt, S.; Aleksa, M.; Aleksandrov, I. N.; Alexa, C.; Alexopoulos, T.; Alfonsi, A.; Alfonsi, F.; Alhroob, M.; Ali, B.; Ali, S.; Aliev, M.; Alimonti, G.; Allaire, C.; Allbrooke, B. M. M.; Allport, P. P.; Aloisio, A.; Alonso, F.; Alpigiani, C.; Alunno Camelia, E.; Alvarez Estevez, M.; Alviggi, M. G.; Amaral Coutinho, Y.; Ambler, A.; Ambroz, L.; Amelung, C.; Amidei, D.; Amor Dos Santos, S. P.; Amoroso, S.; Amos, K. R.; Amrouche, C. S.; Ananiev, V.; Anastopoulos, C.; Andari, N.; Andeen, T.; Anders, J. K.; Andrean, S. Y.; Andreazza, A.; Angelidakis, S.; Angerami, A.; Anisenkov, A. V.; Annovi, A.; Antel, C.; Anthony, M. T.; Antipov, E.; Antonelli, M.; Antrim, D. J. A.; Anulli, F.; Aoki, M.; Aparisi Pozo, J. A.; Aparo, M. A.; Aperio Bella, L.; Aranzabal, N.; Araujo Ferraz, V.; Arcangeletti, C.; Arce, A. T. H.; Arena, E.; Arguin, J. -F.; Argyropoulos, S.; Arling, J. -H.; Armbruster, A. J.; Armstrong, A.; Arnaez, O.; Arnold, H.; Arrubarrena Tame, Z. P.; Artoni, G.; Asada, H.; Asai, K.; Asai, S.; Asbah, N. A.; Asimakopoulou, E. M.; Asquith, L.; Assahsah, J.; Assamagan, K.; Astalos, R.; Atkin, R. J.; Atkinson, M.; Atlay, N. B.; Atmani, H.; Atmasiddha, P. A.; Augsten, K.; Auricchio, S.; Austrup, V. A.; Avner, G.; Avolio, G.; Ayoub, M. K.; Azuelos, G.; Babal, D.; Bachacou, H.; Bachas, K.; Bachiu, A.; Backman, F.; Badea, A.; Bagnaia, P.; Bahrasemani, H.; Bailey, A. J.; Bailey, V. R.; Baines, J. T.; Bakalis, C.; Baker, O. K.; Bakker, P. J.; Bakos, E.; Bakshi Gupta, D.; Balaji, S.; Balasubramanian, R.; Baldin, E. M.; Balek, P.; Ballabene, E.; Balli, F.; Baltes, L. M.; Balunas, W. K.; Balz, J.; Banas, E.; Bandieramonte, M.; Bandyopadhyay, A.; Bansal, S.; Barak, L.; Barberio, E. L.; Barberis, D.; Barbero, M.; Barbour, G.; Barends, K. N.; Barillari, T.; Barisits, M. -S.; Barkeloo, J.; Barklow, T.; Barnett, B. M.; Barnett, R. M.; Baroncelli, A.; Barone, G.; Barr, A. J.; Barranco Navarro, L.; Barreiro, F.; Barreiro Guimaraes Da Costa, J.; Barron, U.; Barsov, S.; Bartels, F.; Bartoldus, R.; Bartolini, G.; Barton, A. E.; Bartos, P.; Basalaev, A.; Basan, A.; Baselga, M.; Bashta, I.; Bassalat, A.; Basso, M. J.; Basson, C. R.; Bates, R. L.; Batlamous, S.; Batley, J. R.; Batool, B.; Battaglia, M.; Bauce, M.; Bauer, F.; Bauer, P.; Bawa, H. S.; Bayirli, A.; Beacham, J. B.; Beau, T.; Beauchemin, P. H.; Becherer, F.; Bechtle, P.; Beck, H. P.; Becker, K.; Becot, C.; Beddall, A. J.; Bednyakov, V. A.; Bee, C. P.; Beermann, T. A.; Begalli, M.; Begel, M.; Behera, A.; Behr, J. K.; Beirao Da Cruz E Silva, C.; Beirer, J. F.; Beisiegel, F.; Belfkir, M.; Bella, G.; Bellagamba, L.; Bellerive, A.; Bellos, P.; Beloborodov, K.; Belotskiy, K.; Belyaev, N. L.; Benchekroun, D.; Benhammou, Y.; Benjamin, D. P.; Benoit, M.; Bensinger, J. R.; Bentvelsen, S.; Beresford, L.; Beretta, M.; Berge, D.; Bergeaas Kuutmann, E.; Berger, N.; Bergmann, B.; Bergsten, L. J.; Beringer, J.; Berlendis, S.; Bernardi, G.; Bernius, C.; Bernlochner, F. U.; Berry, T.; Berta, P.; Berthold, A.; Bertram, I. A.; Bessidskaia Bylund, O.; Bethke, S.; Betti, A.; Bevan, A. J.; Bhatta, S.; Bhattacharya, D. S.; Bhattarai, P.; Bhopatkar, V. S.; Bi, R.; Bi, R.; Bianchi, R. M.; Biebel, O.; Bielski, R.; Biesuz, N. V.; Biglietti, M.; Billoud, T. R. V.; Bindi, M.; Bingul, A.; Bini, C.; Biondi, S.; Biondini, A.; Birch-Sykes, C. J.; Bird, G. in PHYSICAL REVIEW D, v. 105, n. 9 (2022). - DOI: 10.1103/PhysRevD.105.092003
[other topic: Remote and Distributed Sensing; Wireless Technology and Systems

Quasi-equilibrium Feature Pyramid Network for Salient Object Detection
Song, Y.; Tang, H.; Zhao, M.; Sebe, N.; Wang, W. in IEEE TRANSACTIONS ON IMAGE PROCESSING, v. 31, (2022), p. 7144-7153. - Publication URL . - DOI: 10.1109/TIP.2022.3220058

3D-Aware Semantic-Guided Generative Model for Human Synthesis
Zhang, Jichao; Sangineto, Enver; Tang, Hao; Siarohin, Aliaksandr; Zhong, Zhun; Sebe, Nicu; Wang, Wei in European Conference on Computer Vision (ECCV), Cham: Springer, 2022, p. 339-356. - (LECTURE NOTES IN COMPUTER SCIENCE). - ISBN: 978-3-031-19783-3. Proceedings of: European Conference on Computer Vision (ECCV) 17th European Conference, Tel AvivI, Israel, 23–27 October 2022. - Publication URL . - DOI: 10.1007/978-3-031-19784-0_20

Unsupervised High-Resolution Portrait Gaze Correction and Animation
Zhang, J.; Chen, J.; Tang, H.; Sangineto, E.; Wu, P.; Yan, Yan; Sebe, N.; Wang, W. in IEEE TRANSACTIONS ON IMAGE PROCESSING, v. 31, (2022), p. 5272-5286. - Publication URL . - DOI: 10.1109/TIP.2022.3191852

solo-learn: A Library of Self-supervised Methods for Visual Representation Learning
Turrisi da Costa, V. G.; Fini, E.; Nabi, M.; Sebe, N.; Ricci, E. in JOURNAL OF MACHINE LEARNING RESEARCH, v. 23, (2022), p. 561-566. - Publication URL

Dual-Head Contrastive Domain Adaptation for Video Action Recognition.
Costa, Da; Zara, G.; Rota, P.; Oliveira-Santos, T.; Sebe, N.; Murino, V.; Ricci, Elisa in Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, Waikoloa, HI, USA: IEEE, 2022, p. 2234-2243. - ISBN: 978-1-6654-0915-5. Proceedings of: WACV2022, Waikoloa, HI, USA, 3-8 January 2022. - Publication URL . - DOI: 10.1109/WACV48630.2021

solo-learn: A Library of Self-supervised Methods for Visual Representation Learning
Turrisi da Costa, V. G.; Fini, E.; Nabi, M.; Sebe, N.; Ricci, E. in JOURNAL OF MACHINE LEARNING RESEARCH, v. 23, (2022), p. 561-566. - Publication URL

Multimodal Emotion Recognition with Modality-Pairwise Unsupervised Contrastive Loss
Franceschini, Riccardo; Fini, Enrico; Beyan, Cigdem; Conti, Alessandro; Arrigoni, Federica; Ricci, Elisa in 26st International Conference on Pattern Recognition (ICPR) 2022, New York, USA: IEEE/ IAPR, 2022, p. 2589-2596. - (INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION). - ISBN: 978-1-6654-9062-7. Proceedings of: ICPR, Montreal, Canada, 21th - 25 August 2022. - Publication URL . - DOI: 10.1109/ICPR56361.2022.9956589

Predict, Prevent, and Evaluate: Disentangled Text-Driven Image Manipulation Empowered by Pre-Trained Vision-Language Model
Xu, Z.; Lin, T.; Tang, H.; Li, F.; He, D.; Sebe, N.; Timofte, R.; Van Gool, L.; Ding, E. in Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Piscataway, NJ USA: IEEE Computer Society, 2022, p. 18208-18217. - (PROCEEDINGS IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION). - ISBN: 978-1-6654-6946-3. Proceedings of: 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022, usa, 2022. - Publication URL . - DOI: 10.1109/CVPR52688.2022.01769

Unsupervised High-Resolution Portrait Gaze Correction and Animation
Zhang, J.; Chen, J.; Tang, H.; Sangineto, E.; Wu, P.; Yan, Yan; Sebe, N.; Wang, W. in IEEE TRANSACTIONS ON IMAGE PROCESSING, v. 31, (2022), p. 5272-5286. - Publication URL . - DOI: 10.1109/TIP.2022.3191852

Low-budget label query through domain alignment enforcement
Saltori, C.; Rota, P.; Sebe, N.; Almeida, J. in COMPUTER VISION AND IMAGE UNDERSTANDING, v. 222, (2022), p. 10348501-10348511. - Publication URL . - DOI: 10.1016/j.cviu.2022.103485

Visualization: The missing factor in simultaneous speech translation
Papi, Sara; Negri, Matteo; Turchi, Marco in Italian Conference on Computational Linguistics 2021 CEUR Workshop Proceedings, Aachen, Germany: CEUR-WS, 2021. - (CEUR WORKSHOP PROCEEDINGS). Proceedings of: 8th Italian Conference on Computational Linguistics, CLiC-it 2021, Universita degli Studi di Milano-Bicocca, ita, June 29 - July 1 2022. - Publication URL

Embedding group and obstacle information in LSTM networks for human trajectory prediction in crowded scenes
Bisagno, Niccoló; Saltori, Cristiano; Zhang, Bo; De Natale, Francesco G. B.; Conci, Nicola in COMPUTER VISION AND IMAGE UNDERSTANDING, v. 203, (2021), p. 103126. - DOI: 10.1016/j.cviu.2020.103126

Counter-acting Candida albicans-staphylococcus aureus mixed biofilm on titanium implants using microbial biosurfactants
Tambone, E.; Marchetti, A.; Ceresa, C.; Piccoli, F.; Anesi, A.; Nollo, G.; Caola, I.; Bosetti, M.; Fracchia, L.; Ghensi, P.; Tessarolo, F. in POLYMERS, v. 13, n. 15 (2021), p. 242001-242018. - Publication URL . - DOI: 10.3390/polym13152420

A general method for estimating the prevalence of influenza-like-symptoms with Wikipedia data
De Toni, Giovanni; Consonni, Cristian; Montresor, Alberto in PLOS ONE, v. 16, n. 28 (2021). - Publication URL . - DOI: 10.1371/journal.pone.0256858

Coarse-to-fine gaze redirection with numerical and pictorial guidance
Chen, Jingjing; Zhang, Jichao; Sangineto, Enver; Chen, Tao; Fan, Jiayuan; Sebe, Nicu in Proceedings: 2021 IEEE Winter Conference on Applications of Computer Vision, Piscataway, NJ: Institute of Electrical and Electronics Engineers Inc., 2021, p. 3664-3673. - ISBN: 978-1-6654-0477-8. Proceedings of: WACV 2021, Virtual Event, 5th–9th January 2021. - Publication URL . - DOI: 10.1109/WACV48630.2021.00371

Simultaneous Speech Translation for Live Subtitling: from Delay to Display
Karakanta, A.; Papi, S.; Negri, M.; Turchi, M. in 1st Workshop on Automatic Spoken Language Translation in Real-World Settings, ASLTRW 2021, Virtual: Association for Machine Translation in the Americas, 2021, p. 35-48. Proceedings of: 1st Workshop on Automatic Spoken Language Translation in Real-World Settings, ASLTRW 2021, Virtual, 2021. - Publication URL

Why Approximate Matrix Square Roots Outperform Accurate SVD in Global Covariance Pooling?
Song, Yue; Sebe, Nicu; Wang, Wei in Proceedings: 2021 IEEE/CVF International Conference on Computer Vision, Piscataway, NJ: IEEE, 2021, p. 1095-1103. - ISBN: 978-1-6654-2812-5. Proceedings of: ICCV’21, Virtual event, 11th-17th October 2021. - Publication URL . - DOI: 10.1109/ICCV48922.2021.00115

Speechformer: Reducing Information Loss in Direct Speech Translation
Papi, S.; Gaido, M.; Negri, M.; Turchi, M. in EMNLP 2021 - 2021 Conference on Empirical Methods in Natural Language Processing, Proceedings, Online and Punta Cana, Dominican Republic: Association for Computational Linguistics (ACL), 2021, p. 1698-1706. Proceedings of: 2021 Conference on Empirical Methods in Natural Language Processing, EMNLP 2021, Online and Punta Cana, Dominican Republic, 7-11 November 2021

Dealing with training and test segmentation mismatch: FBK@IWSLT2021
Papi, Sara; Gaido, Marco; Negri, Matteo; Turchi, Marco in Proceedings of the 18th International Conference on Spoken Language Translation (IWSLT 2021), Bangkok, Thailand (online): Association for Computational Linguistics, 2021, p. 84-91. Proceedings of: IWSLT 2021, Bangkok, Thailand (online), 2-6 August 2021. - DOI: 10.18653/v1/2021.iwslt-1.8

Exploiting contextualized word representations to profile haters on Twitter
Ceron, T.; Casula, C. in CEUR Workshop Proceedings, Aachen: CEUR-WS, 2021, p. 1871-1882. - (CEUR WORKSHOP PROCEEDINGS). Proceedings of: 2021 Working Notes of CLEF - Conference and Labs of the Evaluation Forum, CLEF-WN 2021, Online, Bucharest, 21st Sept- 24th Sept 2021. - Publication URL
[other topics: Language, Speech and Interaction

Coarse-to-fine gaze redirection with numerical and pictorial guidance
Chen, Jingjing; Zhang, Jichao; Sangineto, Enver; Chen, Tao; Fan, Jiayuan; Sebe, Nicu in Proceedings: 2021 IEEE Winter Conference on Applications of Computer Vision, Piscataway, NJ: Institute of Electrical and Electronics Engineers Inc., 2021, p. 3664-3673. - ISBN: 978-1-6654-0477-8. Proceedings of: WACV 2021, Virtual Event, 5th–9th January 2021. - Publication URL . - DOI: 10.1109/WACV48630.2021.00371

Learning compositional programs with arguments and sampling
De Toni, Giovanni; Erculiani, Luca; Passerini, Andrea in Advances in Programming Languages and Neurosymbolic Systems Workshop, online: online, 2021. Proceedings of: AIPLANS, virtual, Dec. 14th, 2021

AG-GAN: An Attentive Group-Aware GAN for pedestrian trajectory prediction
Song, Yue; Bisagno, Niccolò; Hassan, Syed Zohaib; Conci, Nicola in 2020 25th International Conference on Pattern Recognition (ICPR), USA: IEEE, 2021, p. 8703-8710. - (INTERNATIONAL CONFERENCE ON PATTERN RECOGNITION). - ISBN: 978-1-7281-8808-9. Proceedings of: ICPR2020, Milano, 10-15 January 2021. - Publication URL . - DOI: 10.1109/ICPR48806.2021.9413077

Semantic Segmentation of Large-Size VHR Remote Sensing Images Using a Two-Stage Multiscale Training Architecture
Ding, L.; Zhang, J.; Bruzzone, L. in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 58, n. 8 (2020), p. 5367-5376. - DOI: 10.1109/TGRS.2020.2964675

Deep learning for classification and localization of COVID-19 markers in point-of-care lung ultrasound
Roy, Subhankar; Menapace, Willi; Oei, Sebastiaan; Luijten, Ben; Fini, Enrico; Saltori, Cristiano; Huijben, Iris; Chennakeshava, Nishith; Mento, Federico; Sentelli, Alessandro; Peschiera, Emanuele; Trevisan, Riccardo; Maschietto, Giovanni; Torri, Elena; Inchingolo, Riccardo; Smargiassi, Andrea; Soldati, Gino; Rota, Paolo; Passerini, Andrea; Van Sloun, Ruud J G; Ricci, Elisa; Demi, Libertario in IEEE TRANSACTIONS ON MEDICAL IMAGING, v. 2020, (2020), p. 1-1. - DOI: 10.1109/TMI.2020.2994459

Dual In-painting Model for Unsupervised Gaze Correction and Animation in the Wild
Zhang, Jichao; Chen, Jingjing; Tang, Hao; Wang, Wei; Yan, Yan; Sangineto, Enver; Sebe, Nicu in Proceedings of the 28th ACM International Conference on Multimedia, New York: ACM, 2020, p. 1588-1596. - ISBN: 9781450379885. Proceedings of: ACM MM ‘20, online (Seattle, United States), 12th-16th October 2020. - Publication URL . - DOI: 10.1145/3394171.3413981

Learning to Cluster Under Domain Shift
Menapace, W.; Lathuiliere, S.; Ricci, E. in Computer Vision – ECCV 2020, Cham, Svizzera: Springer, 2020, p. 736-752. - (LECTURE NOTES IN ARTIFICIAL INTELLIGENCE). - ISBN: 978-3-030-58603-4. Proceedings of: 16th European Conference on Computer Vision, ECCV 2020, Glasgow, UK, 23–28 August, 2020. - Publication URL . - DOI: 10.1007/978-3-030-58604-1_44

SF-UDA-3D: Source-Free Unsupervised Domain Adaptation for LiDAR-based 3D Object Detection
Saltori, Cristiano; Lathuiliére, Stéphane; Sebe, Nicu; Ricci, Elisa; Galasso, Fabio in Proceedings: 2020 International Conference on 3D Vision, Piscataway, NJ: IEEE, 2020, p. 771-780. - ISBN: 978-1-7281-8128-8. Proceedings of: 3DV 2020, virtual event, 25th-28th November 2020. - Publication URL . - DOI: 10.1109/3DV50981.2020.00087

Semantic Segmentation of Large-Size VHR Remote Sensing Images Using a Two-Stage Multiscale Training Architecture
Ding, L.; Zhang, J.; Bruzzone, L. in IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, v. 58, n. 8 (2020), p. 5367-5376. - DOI: 10.1109/TGRS.2020.2964675

Pyglmnet: Python implementation of elastic-net regularized generalized linear models
Jas, Mainak; Achakulvisut, Titipat; Idrizović, Aid; Acuna, Daniel; Antalek, Matthew; Marques, Vinicius; Odland, Tommy; Garg, Ravi; Agrawal, Mayank; Umegaki, Yu; Foley, Peter; Fernandes, Hugo; Harris, Drew; Li, Beibin; Pieters, Olivier; Otterson, Scott; De Toni, Giovanni; Rodgers, Chris; Dyer, Eva; Hamalainen, Matti; Kording, Konrad; Ramkumar, Pavan in JOURNAL OF OPEN SOURCE SOFTWARE, v. 5, n. 47 (2020), p. 1959. - DOI: 10.21105/joss.01959

Hate speech detection with machine-translated data: The role of annotation scheme, class imbalance and undersampling
Casula, C.; Tonelli, S. in CEUR Workshop Proceedings, Bologna: CEUR-WS, 2020. - (CEUR WORKSHOP PROCEEDINGS). Proceedings of: 7th Italian Conference on Computational Linguistics, CLiC-it 2020, Bologna, 1 March - 3 March 2021
[other topics: Language, Speech and Interaction

Dual In-painting Model for Unsupervised Gaze Correction and Animation in the Wild
Zhang, Jichao; Chen, Jingjing; Tang, Hao; Wang, Wei; Yan, Yan; Sangineto, Enver; Sebe, Nicu in Proceedings of the 28th ACM International Conference on Multimedia, New York: ACM, 2020, p. 1588-1596. - ISBN: 9781450379885. Proceedings of: ACM MM ‘20, online (Seattle, United States), 12th-16th October 2020. - Publication URL . - DOI: 10.1145/3394171.3413981

Regularized evolutionary algorithm for dynamic neural topology search
Saltori, Cristiano; Roy, S.; Sebe, N.; Iacca, G. in International Conference on Image Analysis and Processing, Heidelberg: Springer, 2019, p. 219-230. - (LECTURE NOTES IN COMPUTER SCIENCE). Proceedings of: International Conference on Image Analysis and Processing, Trento, 9-13 September, 2019. - Publication URL . - DOI: 10.1007/978-3-030-30642-7_20

Incremental learning for the detection and classification of GAN-generated images
Marra, Francesco; Saltori, Cristiano; Boato, Giulia; Verdoliva, Luisa in IEEE International Workshop on Information Forensics and Security (WIFS), Delft, Netherlands: IEEE, 2019, p. 1-6. - ISBN: 978-1-7281-3217-4. Proceedings of: WIFS 2019, Delft, Netherlands, 9-12 Dec. 2019. - DOI: 10.1109/WIFS47025.2019.9035099

Exploiting Deep Neural Networks for Tweet-based Emoji Prediction
Andrei, Catalin; Zara, Giacomo; Nechaev, Yaroslav; Barlacchi, Gianni; Moschitti, Alessandro in Proceedings of the 2nd Workshop on Natural Language for ArtificialIntelligence (NL4AI 2018) co-located with 17th International Conferenceof the Italian Association for Artificial Intelligence (AI*IA 2018),Trento, Italy, November 22nd to 23rd, 2018, Italy: AIxIA, 2018, p. 116-128. Proceedings of: NLP4AI, NLP4AI, 2018. - Publication URL

Interactive Whiteboards in schools: problems and solutions
Ronchetti, Marco; Pilolli, Pietro; Bosetti, Massimo; Ruffoni, Matteo in RICERCAZIONE, v. 2012, 4, n. 2 (2012), p. 247-256

Breaking the vendor lock-in trap with WiildOS, an operating system to support interactive whiteboards
Pilolli, Pietro; Ruffoni, Matteo; Bosetti, Massimo; Ronchetti, Marco in Proceedings of World Conference on Educational Multimedia, Hypermedia and Telecommunications 2012, Chesapeake, VA, USA: AACE, 2012, p. 243-248. - ISBN: 1880094959. Proceedings of: ED-MEDIA 2012, Denver, CO, USA, June 25-29,2012. - Publication URL

Interactive whiteboards based on the WiiMote: validation on the field.
Bosetti, Massimo; Pilolli, Pietro; Ruffoni, Matteo; Ronchetti, Marco in 14th International Conference on Interactive Collaborative Learning (ICL2011) ̶ 11th International Conference Virtual University, Kassel: Kassel University Press, 2011, p. 269-273. - ISBN: 9781457717468. Proceedings of: ICL2011, Piešťany, Slovakia, 21- 23 Sept 2011. - Publication URL . - DOI: 10.1109/ICL.2011.6059588