Vysoké učení technické v Brně - Vnitřní projekty VUT

- plně financující (2023-01-01 - 2024-12-31)

FIT-S-23-8278

čeština

Zemčík Pavel, prof. Dr. Ing., dr. h. c. - hlavní řešitel
Bambušek Daniel, Ing. - spoluřešitel
Bartl Vojtěch, Ing. - spoluřešitel
Bažout David, Ing. - spoluřešitel
Beneš Karel, Ing. - spoluřešitel
Beran Vítězslav, doc. Ing., Ph.D. - spoluřešitel
Bobák Petr, Ing. - spoluřešitel
Brukner Jan, Ing. - spoluřešitel
Burget Lukáš, doc. Ing., Ph.D. - spoluřešitel
Čadík Martin, doc. Ing., Ph.D. - spoluřešitel
Černocký Jan, prof. Dr. Ing. - spoluřešitel
Dobeš Petr, Ing. - spoluřešitel
Dočekal Martin, Ing. - spoluřešitel
Fajčík Martin, Ing. - spoluřešitel
Hanák Jiří, Ing. - spoluřešitel
Herout Adam, prof. Ing., Ph.D. - spoluřešitel
Hříbek David, Ing. - spoluřešitel
Chlubna Tomáš, Ing. - spoluřešitel
Chudý Peter, doc. Ing., Ph.D., MBA - spoluřešitel
Kapinus Michal, Ing., Ph.D. - spoluřešitel
Karas Matej, Ing. - spoluřešitel
Kišš Martin, Ing. - spoluřešitel
Klepárník Petr, Ing., Ph.D. - spoluřešitel
Kocour Martin, Ing. - spoluřešitel
Kohút Jan, Ing. - spoluřešitel
Landini Federico Nicolás - spoluřešitel
Maršík Lukáš, Ing. - spoluřešitel
Mošner Ladislav, Ing. - spoluřešitel
Munzar Milan, Ing. - spoluřešitel
Nguyen Son Hai, Ing. - spoluřešitel
Nosko Svetozár, Ing. - spoluřešitel
Novák Jiří, Ing. - spoluřešitel
Ondřej Karel, Ing. - spoluřešitel
Pavlus Ján, Ing. - spoluřešitel
Peng Junyi, Master of Technology, MSc, Eng. - spoluřešitel
Polášek Tomáš, Ing. - spoluřešitel
Reich Bořek, Ing. - spoluřešitel
Smrž Pavel, doc. RNDr., Ph.D. - spoluřešitel
Španěl Michal, Ing., Ph.D. - spoluřešitel
Špaňhel Jakub, Ing. - spoluřešitel
Švec Ján, Ing. - spoluřešitel
Švec Tomáš, Ing. - spoluřešitel
Tesařová Alena, Ing. - spoluřešitel
Vlnas Michal, Ing. - spoluřešitel

Ústav počítačové grafiky a multimédií
- interní (01.01.2023 - 31.12.2025)
Fakulta informačních technologií
- příjemce (01.01.2023 - 31.12.2025)

POLÁŠEK, T.; ČADÍK, M.; KELLER, Y.; BENEŠ, B. Vision UFormer: Long-Range Monocular Absolute Depth Estimation. COMPUTERS & GRAPHICS-UK, 2023, vol. 111, no. 4, p. 180-189. ISSN: 0097-8493.
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KIŠŠ, M.; HRADIŠ, M.; BENEŠ, K.; BUCHAL, P.; KULA, M. SoftCTC-semi-supervised learning for text recognition using soft pseudo-labels. International Journal on Document Analysis and Recognition, 2023, vol. 2024, no. 99, p. 1-17. ISSN: 1433-2825.
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BHATTACHARJEE, M.; MOTLÍČEK, P.; NIGMATULINA, I.; HELMKE, H.; OHNEISER, O.; KLEINERT, M.; EHR, H. Customization of Automatic Speech Recognition Engines for Rare Word Detection Without Costly Model Re-Training. Proceedings of the 13th SESAR Innovation Days. Seville: SESAR Joint Undertaking, 2023. p. 1-8.
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APAROVICH, M.; KESIRAJU, S.; DUFKOVÁ, A.; SMRŽ, P. FIT BUT at SemEval-2023 Task 12: Sentiment Without Borders - Multilingual Domain Adaptation for Low-Resource Sentiment Classification. In Proceedings of the The 17th International Workshop on Semantic Evaluation (SemEval-2023). Toronto (online): Association for Computational Linguistics, 2023. p. 1518-1524. ISBN: 978-1-959429-99-9.
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HELMKE, H.; KLEINERT, M.; AHRENHOLD, N.; EHR, H.; MÜHLHAUSEN, T.; PINSKA, E.; OHNEISER, O.; KLAMERT, L.; MOTLÍČEK, P.; PRASAD, A.; ZULUAGA-GOMEZ, J.; DOKIC, J. Automatic Speech Recognition and Understanding for Radar Label Maintenance Support Increases Safety and Reduces Air Traffic Controllers' Workload. Proceedings of ATM Seminar. Savannah, Georgia: EUROPEAN ORGANISATION FOR THE SAFETY OF AIR NAVIGATION, 2023. p. 1-11.
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BAŘINA, D. Experimental lossless data compressor. Microprocessors and Microsystems, 2023, vol. 98, no. 4, p. 104803-104803. ISSN: 0141-9331.
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CHLUBNA, T.; MILET, T.; ZEMČÍK, P.; KULA, M. Real-Time Light Field Video Focusing and GPU Accelerated Streaming. Journal of Signal Processing Systems for Signal Image and Video Technology, 2023, vol. 95, no. 6, p. 703-719. ISSN: 1939-8115.
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TESAŘOVÁ, A.; HEROUT, A.; BAMBUŠEK, D.; JUŘÍK, V. How to shoot yourself right with a smartphone?. VIRTUAL REALITY, 2023, vol. 2023, no. 1, p. 1-13. ISSN: 1434-9957.
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NOVÁK, J.; CHUDÝ, P. Surrogate Modeling of Optimal Control Based Collision Avoidance System for Multirotor Unmanned Aerial Vehicles. In AIAA/IEEE Digital Avionics Systems Conference - Proceedings. Barcelona: Institute of Electrical and Electronics Engineers, 2023. p. 1-7. ISBN: 979-8-3503-3357-2. ISSN: 2155-7195.
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HANÁK, J.; CHUDÝ, P.; VLK, J. Collaborative Agents for Synthetic Tactical Training. In AIAA/IEEE Digital Avionics Systems Conference - Proceedings. Barcelona: Institute of Electrical and Electronics Engineers, 2023. p. 1-9. ISBN: 979-8-3503-3357-2. ISSN: 2155-7195.
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CHLUBNA, T.; MILET, T.; ZEMČÍK, P. How Capturing Camera Trajectory Distortion Affects User Experience on Looking Glass 3D Display. MULTIMEDIA TOOLS AND APPLICATIONS, 2024, vol. 2024, no. 83, p. 20265-20287. ISSN: 1573-7721.
Detail

YUSUF, B.; GOURAV, A.; GANDHE, A.; BULYKO, I. On-the-Fly Text Retrieval for end-to-end ASR Adaptation. In Proceedings of ICASSP 2023. Rhodes Island: IEEE Signal Processing Society, 2023. p. 1-5. ISBN: 978-1-7281-6327-7.
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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.
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BOBÁK, P.; ČMOLÍK, L.; ČADÍK, M. Reinforced Labels: Multi-Agent Deep Reinforcement Learning for Point-Feature Label Placement. IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2023, p. 1-14. ISSN: 1077-2626.
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KIEFER, B.; BARTL, V.; ŠPAŇHEL, J.; HEROUT, A.; et al. 1st Workshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results. In IEEE Winter Applications and Computer Vision Workshops (WACVW). Winter Applications and Computer Vision Workshops. LOS ALAMITOS: IEEE COMPUTER SOC, 2023. p. 265-302. ISBN: 979-8-3503-2056-5. ISSN: 2690-621X.
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ZULUAGA-GOMEZ, J.; PRASAD, A.; NIGMATULINA, I.; MOTLÍČEK, P.; KLEINERT, M.;. A Virtual Simulation-Pilot Agent for Training of Air Traffic Controllers. Aerospace, 2023, vol. 10, no. 5, p. 1-25. ISSN: 2226-4310.
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GAVRIELIDES, A.; SOPHOCLEOUS, M.; AGAPIOU, G.; LESSI, C.; ŠPAŇHEL, J.; LENDINEZ, A.; QIU, R.; LI, D. Implementing Network Applications for 5G-Enabled Robots Through the 5G-ERA Platform. In IFIP Advances in Information and Communication Technology. IFIP Advances in Information and Communication Technology. Artificial Intelligence Applications and Innovations. Cham: Springer Nature Switzerland AG, 2023. p. 55-65. ISBN: 978-3-031-34170-0. ISSN: 1868-422X.
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BOITO, M.; YUSUF, B.; ONDEL YANG, L.; VILLAVICENCIO, A.; BESACIER, L. Unsupervised Word Segmentation from Discrete Speech Units in Low-Resource Settings. In Proceedings of the the 1st Annual Meeting of the ELRA/ISCA Special Interest Group on Under-Resourced Languages. Marseile: European Language Resources Association, 2022. p. 1-9. ISBN: 979-10-95546-91-7.
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KHALIL, D.; PRASAD, A.; MOTLÍČEK, P.; ZULUAGA-GOMEZ, J.; NIGMATULINA, I.; MADIKERI, S.; SCHUEPBACH, C. An Automatic Speaker Clustering Pipeline for the Air Traffic Communication Domain. Aerospace, 2023, vol. 10, no. 10, p. 1-14. ISSN: 2226-4310.
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NIGMATULINA, I.; MADIKERI, S.; VILLATORO-TELLO, E.; MOTLÍČEK, P.; ZULUAGA-GOMEZ, J.; PANDIA, K.; GANAPATHIRAJU, A. Implementing contextual biasing in GPU decoder for online ASR. In Proceedings of the Annual Conference of International Speech Communication Association, INTERSPEECH. Proceedings of Interspeech. Dublin: International Speech Communication Association, 2023. p. 4494-4498. ISSN: 1990-9772.
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BURDISSO, S.; VILLATORO-TELLO, E.; MADIKERI, S.; MOTLÍČEK, P. Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews. In Proceedings of the Annual Conference of International Speech Communication Association, INTERSPEECH. Proceedings of Interspeech. Dublin: International Speech Communication Association, 2023. p. 3617-3621. ISSN: 1990-9772.
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MAI, F.; ZULUAGA-GOMEZ, J.; PARCOLLET, T.; MOTLÍČEK, P. HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition. In Proceedings of the Annual Conference of International Speech Communication Association, INTERSPEECH. Proceedings of Interspeech. Dublin: International Speech Communication Association, 2023. p. 2213-2217. ISSN: 1990-9772.
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VILLATORO-TELLO, E.; MADIKERI, S.; ZULUAGA-GOMEZ, J.; SHARMA, B.; SARFJOO, S.; NIGMATULINA, I.; MOTLÍČEK, P.; IVANOV, V.; GANAPATHIRAJU, A. Effectiveness of Text, Acoustic, and Lattice-Based Representations in Spoken Language Understanding Tasks. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Rhodes Island: IEEE Signal Processing Society, 2023. p. 1-5. ISBN: 978-1-7281-6327-7.
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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.
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MOTLÍČEK, P.; PRASAD, A.; NIGMATULINA, I.; HELMKE, H.; OHNEISER, O.; KLEINERT, M. Automatic Speech Analysis Framework for ATC Communication in HAAWAII. Proceedings of the 13th SESAR Innovation Days. Seville: SESAR Joint Undertaking, 2023. p. 1-9.
Detail

BAŘINA, D.: collatz; Convergence verification of the Collatz problem. http://www.fit.vutbr.cz/research/prod/?id=828. URL: http://www.fit.vutbr.cz/research/prod/?id=828. (software)
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KLÍMA, O.; NEUBAUER, J.; POLCEROVÁ, L.; KRÁLÍK, M.; ZEMAN, T.: KSPredict; KSPredict: Software pro predikci vývoje krizových situací a mimořádných událostí. https://github.com/ondrej-klima/shinyfireweather. URL: https://github.com/ondrej-klima/shinyfireweather. (software)
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BAŘINA, D.: JPEG; Minimalist JPEG decoder & encoder. http://www.fit.vutbr.cz/research/prod/?id=814. URL: http://www.fit.vutbr.cz/research/prod/?id=814. (software)
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BAŘINA, D.: x3; x3: Experimental Data Compressor. http://www.fit.vutbr.cz/research/prod/?id=827. URL: http://www.fit.vutbr.cz/research/prod/?id=827. (software)
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