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., Ph.D. - spoluřešitel
Bažout David, Ing. - spoluřešitel
Beneš Karel, Ing. - spoluřešitel
Beran Vítězslav, doc. Ing., Ph.D. - spoluřešitel
Bobák Petr, Ing., Ph.D. - 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., Ph.D. - spoluřešitel
Hanák Jiří, Ing. - spoluřešitel
Herout Adam, prof. Ing., Ph.D. - spoluřešitel
Hříbek David, Ing. - spoluřešitel
Chlubna Tomáš, Ing., Ph.D. - 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., Ph.D. - spoluřešitel
Novák Jiří, Ing., Ph.D. - spoluřešitel
Omachtová Alena, Ing. - spoluřešitel
Ondřej Karel, Ing. - spoluřešitel
Pavlus Ján, Ing. - spoluřešitel
Peng Junyi - spoluřešitel
Polášek Tomáš, Ing. - spoluřešitel
Reich Bořek, Ing. - spoluřešitel
Smrž Pavel, doc. RNDr., Ph.D. - spoluřešitel
Španěl Michal, doc. Ing., Ph.D. - spoluřešitel
Špaňhel Jakub, Ing., Ph.D. - spoluřešitel
Švec Ján, Ing. - spoluřešitel
Švec Tomáš, 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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BENEŠ, K.; KOCOUR, M.; BURGET, L. Hystoc: Obtaining Word Confidences for Fusion of End-To-End ASR Systems. In ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Seoul: IEEE Signal Processing Society, 2024. p. 11276-11280. ISBN: 979-8-3503-4485-1.
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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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OMACHTOVÁ, 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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NOVÁK, J.; CHUDÝ, P. Dynamic Soaring in Uncertain Wind Conditions: Polynomial Chaos Expansion Approach. In Machine Learning, Optimization, and Data Science. Lecture Notes in Computer Science. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Grasmere: Springer Nature Switzerland AG, 2024. p. 104-115. ISBN: 978-3-031-53968-8. ISSN: 0302-9743.
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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.
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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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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.
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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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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. 27, p. 177-193. ISSN: 1433-2825.
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CHLUBNA, T.; ZEMČÍK, P.; MILET, T. Efficient Random-Access GPU Video Decoding for Light-Field Rendering. JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2024, vol. 2024, no. 102, p. 1-14. ISSN: 1047-3203.
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CHLUBNA, T.; MILET, T.; ZEMČÍK, P. Lightweight All-Focused Light Field Rendering. COMPUTER VISION AND IMAGE UNDERSTANDING, 2024, vol. 244, no. 7, p. 7-8. ISSN: 1077-3142.
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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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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.: 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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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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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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