NAŠE PUBLIKACE A APLIKOVANÉ VÝSLEDKY VĚDY A VÝZKUMU
Věříme v sílu odhodlání, neztrácíme touhu objevovat. Náš výzkum přináší jak nové původní poznatky, tak technická řešení a patenty pro komerční sféru.
Evolution of Editing Scripts From Examples
publikaceRok: 2023
SEDLÁČEK, M.; SEKANINA, L. Evolution of Editing Scripts From Examples. In Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO '23). Lisbon: Association for Computing Machinery, 2023.
p. 803-806. ISBN: 979-8-4007-0120-7.Hardware-Aware Evolutionary Approaches to Deep Neural Networks
publikaceRok: 2023
SEKANINA, L.; MRÁZEK, V.; PIŇOS, M. Hardware-Aware Evolutionary Approaches to Deep Neural Networks. In Handbook of Evolutionary Machine Learning. Genetic and Evolutionary Computation. Singapore: Springer Nature Singapore, 2023.
p. 367-396. ISBN: 978-981-9938-13-1.Dermatoglyphic Patterns in Monozygotic Twins with Zimmermann-Laband Syndrome
publikaceRok: 2023
SCHWARZ, M.; KANICH, O.; BERKA, M.; HAVLOVICOVÁ, M.; DRAHANSKÝ, M. Dermatoglyphic Patterns in Monozygotic Twins with Zimmermann-Laband Syndrome. Journal of Forensic Identification, 2023, vol. 73, no. 1,
p. 3-13. ISSN: 0895-173X.Toroidal Probabilistic Spherical Discriminant Analysis
publikaceRok: 2023
SILNOVA, A.; BRUMMER, J.; SWART, A.; BURGET, L. Toroidal Probabilistic Spherical Discriminant Analysis. In Proceedings of ICASSP 2023. Rhodes Island: IEEE Signal Processing Society, 2023.
p. 1-5. ISBN: 978-1-7281-6327-7.Deep Dive Speech Technology
publikaceRok: 2023
SKOWRON, M.; BACKFRIED, G.; NAVAS, E.; BERZINŠ, A.; VAN, J.; DE, F.; DEMARCO, A.; POLÁK, P.; KOVÁČ, M.; POLÁK, P.; ROHDIN, J.; ROSNER, M.; SANCHEZ, J.; SARATXAGA, I.; SCHWARZ, P. Deep Dive Speech Technology. In European Language Equality. Cham: Springer Nature Switzerland AG, 2023.
p. 289-312. ISBN: 978-3-031-28819-7.NetLoiter: A Tool for Automated Testing of Network Applications using Fault-injection
publikaceRok: 2023
SMRČKA, A.; ROZSÍVAL, M. NetLoiter: A Tool for Automated Testing of Network Applications using Fault-injection. In Proceedings - 53rd Annual IEEE/IFIP International Conference on Dependable Systems and Networks Workshops Volume, DSN-W 2023. Porto: Institute of Electrical and Electronics Engineers, 2023.
p. 207-210. ISBN: 979-8-3503-2543-0.Auditing YouTube's Recommendation Algorithm for Misinformation Filter Bubbles
publikaceRok: 2023
SRBA, I.; MÓRO, R.; TOMLEIN, M.; PECHER, B.; ŠIMKO, J.; ŠTEFANCOVÁ, E.; KOMPAN, M.; HRČKOVÁ, A.; PODROUŽEK, J.; GAVORNÍK, A.; BIELIKOVÁ, M. Auditing YouTube's Recommendation Algorithm for Misinformation Filter Bubbles. ACM transactions on recommender systems, 2023, vol. 1, no. 1,
p. 1-33. ISSN: 2770-6699.Extracting speaker and emotion information from self-supervised speech models via channel-wise correlations
publikaceRok: 2023
STAFYLAKIS, T.; MOŠNER, L.; KAKOUROS, S.; PLCHOT, O.; BURGET, L.; ČERNOCKÝ, J. Extracting speaker and emotion information from self-supervised speech models via channel-wise correlations. In 2022 IEEE Spoken Language Technology Workshop, SLT 2022 - Proceedings. Doha: IEEE Signal Processing Society, 2023.
p. 1136-1143. ISBN: 978-1-6654-7189-3.SBvote: Scalable Self-Tallying Blockchain-Based Voting
publikaceRok: 2023
STANČÍKOVÁ, I.; HOMOLIAK, I. SBvote: Scalable Self-Tallying Blockchain-Based Voting. In SAC '23: Proceedings of the 38th ACM/SIGAPP Symposium on Applied Computing. Tallin: Association for Computing Machinery, 2023.
p. 203-211. ISBN: 978-1-4503-9517-5.Continuous Assessment of Function and Disability via Mobile Sensing: Real-World Data-Driven Feasibility Study
publikaceRok: 2023
SUKEI, E.; ROMERO-MEDRANO, L.; DE LEON MARTINEZ, S.; HERRERA, J.; CAMPANA-MONTES, J.; OLMOS, M.; BACA-GARCIA, E.; ARTES, A. Continuous Assessment of Function and Disability via Mobile Sensing: Real-World Data-Driven Feasibility Study. JMIR Formative Research, 2023, vol. 7, no. 2023,
p. 1-10. ISSN: 2561-326X.Analysis of TLS Prefiltering for IDS Acceleration
publikaceRok: 2023
ŠIŠMIŠ, L.; KOŘENEK, J. Analysis of TLS Prefiltering for IDS Acceleration. In Passive and Active Measurement 2023. Lecture Notes in Computer Science. Lecture Notes in Computer Science. Madrid: Springer Nature Switzerland AG, 2023.
p. 85-109. ISBN: 978-3-031-28485-4. ISSN: 0302-9743.Joint Energy-Based Model for Robust Speech Classification System against Dirty-Label Backdoor Poisoning Attacks
publikaceRok: 2023
ŠŮSTEK, M.; JOSHI, S.; LI, H.; THEBAUD, T.; VILLALBA LOPEZ, J.; KHUDANPUR, S.; DEHAK, N. Joint Energy-Based Model for Robust Speech Classification System against Dirty-Label Backdoor Poisoning Attacks. Proceedings of IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Taipei: IEEE Signal Processing Society, 2023.
p. 1-8. ISBN: 979-8-3503-0689-7.Clustering Unsupervised Representations as Defense against Poisoning Attacks on Speech Commands Classification System
publikaceRok: 2023
THEBAUD, T.; JOSHI, S.; LI, H.; ŠŮSTEK, M.; VILLALBA LOPEZ, J.; KHUDANPUR, S.; DEHAK, N. Clustering Unsupervised Representations as Defense against Poisoning Attacks on Speech Commands Classification System. Proceedings of IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Taipei: IEEE Signal Processing Society, 2023.
p. 1-8. ISBN: 979-8-3503-0689-7.Parameter-Efficient Tuning With Adaptive Bottlenecks For Automatic Speech Recognition
publikaceRok: 2023
VANDERREYDT, G.; PRASAD, A.; KHALIL, D.; MADIKERI, S.; DEMUYNCK, K.; MOTLÍČEK, P. Parameter-Efficient Tuning With Adaptive Bottlenecks For Automatic Speech Recognition. Proceedings of IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Taipei: IEEE Signal Processing Society, 2023.
p. 1-7. ISBN: 979-8-3503-0689-7.Taylor Series Method in Numerical Integration: Linear and Nonlinear problems
publikaceRok: 2023
VEIGEND, P.; NEČASOVÁ, G.; ŠÁTEK, V. Taylor Series Method in Numerical Integration: Linear and Nonlinear problems. In 2022 IEEE 16th International Scientific Conference on Informatics, Informatics 2022 - Proceedings. Poprad: IEEE Communications Society, 2023.
p. 239-244. ISBN: 979-8-3503-1034-4.
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