Institucionální podpora vědy a výzkumu

2024

• PECHER Branislav, SRBA Ivan and BIELIKOVÁ Mária. A Survey on Stability of Learning with Limited Labelled Data and its Sensitivity to the Effects of Randomness. ACM Computing Surveys, vol. 57, no. 1, 2024, pp. 1-40. ISSN 0360-0300. Detail
• ČEGIŇ Ján, PECHER Branislav, ŠIMKO Jakub, SRBA Ivan and BIELIKOVÁ Mária. Effects of diversity incentives on sample diversity and downstream model performance in LLM-based text augmentation. In: Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). Bangkok: Association for Computational Linguistics, 2024, pp. 13148-13171. ISBN 979-8-8917-6094-3. Detail
• PECHER Branislav, ČEGIŇ Ján, BELANEC Róbert, SRBA Ivan, ŠIMKO Jakub and BIELIKOVÁ Mária. Fighting Randomness With Randomness: Mitigating Optimisation Instability of Fine-Tuning Using Ensemble and Noise Regularisation. In: Findings of the Association for Computational Linguistics: EMNLP 2024. Miami: Association for Computational Linguistics, 2024, pp. 11005-11044. ISBN 979-8-8917-6168-1. Detail
• PECHER Branislav, SRBA Ivan and BIELIKOVÁ Mária. On Sensitivity of Learning with Limited Labelled Data to the Effects of Randomness: Impact of Interactions and Systematic Choices. In: Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing. Miami: Association for Computational Linguistics, 2024, pp. 522-556. ISBN 979-8-8917-6164-3. Detail

2023

• KIEFER Benjamin, BARTL Vojtěch, ŠPAŇHEL Jakub, HEROUT Adam and YANG Mau-tsuen et al. 1stWorkshop on Maritime Computer Vision (MaCVi) 2023: Challenge Results. In: 2023 IEEE/CVF Winter Conference on Applications of Computer Vision Workshops (WACVW). Waikoloa, Hawaii: Institute of Electrical and Electronics Engineers, 2023, pp. 265-302. ISBN 979-8-3503-2056-5. Detail
• KHALIL Driss, PRASAD Amrutha, MOTLÍČEK Petr, ZULUAGA-GOMEZ Juan, NIGMATULINA Iuliia, MADIKERI Srikanth and SCHUEPBACH Christof. An Automatic Speaker Clustering Pipeline for the Air Traffic Communication Domain. Aerospace, vol. 10, no. 10, 2023, pp. 1-14. ISSN 2226-4310. Detail
• SRBA Ivan, MÓRO Róbert, TOMLEIN Matúš, PECHER Branislav, ŠIMKO Jakub, ŠTEFANCOVÁ Elena, KOMPAN Michal, HRČKOVÁ Andrea, PODROUŽEK Juraj, GAVORNÍK Adrián and BIELIKOVÁ Mária. Auditing YouTube's Recommendation Algorithm for Misinformation Filter Bubbles. ACM Transactions on Recommender Systems, vol. 1, no. 1, 2023, pp. 1-33. ISSN 2770-6699. Detail
• SUKEI Emese, DE Leon Martinez Santiago Jose, OLMOS Pablo M. and ARTES Antonio. Automatic Patient Functionality Assessment from Multimodal Data using Deep Learning Techniques - Development and Feasibility Evaluation. Internet Interventions, vol. 33, no. 100657, 2023, pp. 1-9. ISSN 2214-7829. Detail
• THEBAUD Thomas, JOSHI Sonal, LI Henry, ŠŮSTEK Martin, VILLALBA Lopez Jesus Antonio, KHUDANPUR Sanjeev and DEHAK Najim. Clustering Unsupervised Representations as Defense against Poisoning Attacks on Speech Commands Classification System. In: Proceedings of IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Taipei: IEEE Signal Processing Society, 2023, pp. 1-8. ISBN 979-8-3503-0689-7. Detail
• SUKEI Emese, ROMERO-MEDRANO Lorena, DE Leon Martinez Santiago Jose, HERRERA Lopez Jesus, CAMPANA-MONTES Juan Jose, OLMOS Pablo M., BACA-GARCIA Enrique and ARTES Antonio. Continuous Assessment of Function and Disability via Mobile Sensing: Real-World Data-Driven Feasibility Study. JMIR Formative Research, vol. 7, no. 2023, 2023, pp. 1-10. ISSN 2561-326X. Detail
• BHATTACHARJEE Mrinmoy, MOTLÍČEK Petr, NIGMATULINA Iuliia, HELMKE Hartmut, OHNEISER Oliver, KLEINERT Matthias and EHR Heiko. Customization of Automatic Speech Recognition Engines for Rare Word Detection Without Costly Model Re-Training. In: Proceedings of the 13th SESAR Innovation Days. Seville: SESAR Joint Undertaking, 2023, pp. 1-8. Detail
• VILLATORO-TELLO Esaú, MADIKERI Srikanth, ZULUAGA-GOMEZ Juan, SHARMA Bidisha, SARFJOO Seyyed Saeed, NIGMATULINA Iuliia, MOTLÍČEK Petr, IVANOV Alexei V. and GANAPATHIRAJU Aravind. 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, pp. 1-5. ISBN 978-1-7281-6327-7. Detail
• DE Leon Martinez Santiago Jose, MORO Robert and BIELIKOVÁ Mária. Eye Tracking as a Source of Implicit Feedback in Recommender Systems: A Preliminary Analysis. In: ETRA '23: Proceedings of the 2023 Symposium on Eye Tracking Research and Applications. New York, NY: Association for Computing Machinery, 2023, pp. 1-3. ISBN 979-8-4007-0150-4. Detail
• APAROVICH Maksim, KESIRAJU Santosh, DUFKOVÁ Aneta and SMRŽ Pavel. 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, pp. 1518-1524. ISBN 978-1-959429-99-9. Detail
• MAI Florian, ZULUAGA-GOMEZ Juan, PARCOLLET Titouan and MOTLÍČEK Petr. HyperConformer: Multi-head HyperMixer for Efficient Speech Recognition. In: Proceedings of the Annual Conference of International Speech Communication Association, INTERSPEECH. Dublin: International Speech Communication Association, 2023, pp. 2213-2217. ISSN 1990-9772. Detail
• ČEGIŇ Ján and ŠIMKO Jakub. ChatGPT to Replace Crowdsourcing of Paraphrases for Intent Classification: Higher Diversity and Comparable Model Robustness. In: Proceedings of the 2023 Conference on Empirical Methods in Natural Language Processing. Singapur: Association for Computational Linguistics, 2023, pp. 1889-1905. ISBN 979-8-8917-6060-8. Detail
• ŠŮSTEK Martin, JOSHI Sonal, LI Henry, THEBAUD Thomas, VILLALBA Lopez Jesus Antonio, KHUDANPUR Sanjeev and DEHAK Najim. Joint Energy-Based Model for Robust Speech Classification System against Dirty-Label Backdoor Poisoning Attacks. In: Proceedings of IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Taipei: IEEE Signal Processing Society, 2023, pp. 1-8. ISBN 979-8-3503-0689-7. Detail
• HROMÁDKA Timo, SMOLEŇ Timotej, REMIŠ Tomáš, PECHER Branislav and SRBA Ivan. KInITVeraAI at SemEval-2023 Task 3: Simple yet Powerful Multilingual Fine-Tuning for Persuasion Techniques Detection. In: 17th International Workshop on Semantic Evaluation, SemEval 2023 - Proceedings of the Workshop. Toronto: Association for Computational Linguistics, 2023, pp. 629-637. ISBN 978-1-959429-99-9. Detail
• BURDISSO Sergio, VILLATORO-TELLO Esaú, MADIKERI Srikanth and MOTLÍČEK Petr. Node-weighted Graph Convolutional Network for Depression Detection in Transcribed Clinical Interviews. In: Proceedings of the Annual Conference of International Speech Communication Association, INTERSPEECH. Dublin: International Speech Communication Association, 2023, pp. 3617-3621. ISSN 1990-9772. Detail
• VANDERREYDT Geoffroy, PRASAD Amrutha, KHALIL Driss, MADIKERI Srikanth, DEMUYNCK Kris and MOTLÍČEK Petr. Parameter-Efficient Tuning With Adaptive Bottlenecks For Automatic Speech Recognition. In: Proceedings of IEEE Automatic Speech Recognition and Understanding Workshop (ASRU). Taipei: IEEE Signal Processing Society, 2023, pp. 1-7. ISBN 979-8-3503-0689-7. Detail

2022

• ČEGIŇ Ján. A Game for Crowdsourcing Adversarial Examples for False Information Detection. In: CEUR Workshop Proceedings. Vídeň: CEUR-WS.org, 2022, pp. 13-25. ISSN 1613-0073. Detail
• TOMLEIN Matúš, PECHER Branislav, ŠIMKO Jakub, SRBA Ivan, MÓRO Róbert, ŠTEFANCOVÁ Elena, KOMPAN Michal, HRČKOVÁ Andrea, PODROUŽEK Juraj and BIELIKOVÁ Mária. Black-box Audit of YouTube's Video Recommendation: Investigation of Misinformation Filter Bubble Dynamics. In: Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence Sister Conferences Best Papers. Vienna: International Joint Conferences on Artificial Intelligence, 2022, pp. 5349-5353. ISBN 978-1-956792-00-3. Detail
• ŠŮSTEK Martin, SADHU Samik and HEŘMANSKÝ Hynek. Dealing with Unknowns in Continual Learning for End-to-end Automatic Speech Recognition. In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Incheon: International Speech Communication Association, 2022, pp. 1046-1050. ISSN 1990-9772. Detail
• DELCROIX Marc, KINOSHITA Keisuke, OCHIAI Tsubasa, ŽMOLÍKOVÁ Kateřina, SATO Hiroshi and NAKATANI Tomohiro. Listen only to me! How well can target speech extraction handle false alarms?. In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. Incheon: International Speech Communication Association, 2022, pp. 216-220. ISSN 1990-9772. Detail
• PAVLÍK Peter, ROZINAJOVÁ Viera and BOU Ezzeddine Anna. Radar-Based Volumetric Precipitation Nowcasting: A 3D Convolutional Neural Network with U-Net Architecture. In: Proceedings of the Second Workshop on Complex Data Challenges in Earth Observation (CDCEO 2022). Vienna: CEUR-WS.org, 2022, pp. 65-72. ISSN 1613-0073. Detail
• PECHER Branislav, SRBA Ivan and BIELIKOVÁ Mária. Transferability and Stability of Learning With Limited Labelled Data in Multilingual Text Domain. In: Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence Doctoral Consortium. Vienna: International Joint Conferences on Artificial Intelligence, 2022, pp. 5869-5870. ISBN 978-1-956792-00-3. Detail
• BISWAS Sangeeta, ROHDIN Johan A., KHAN Md. Iqbal Aziz, BISWAS Angkan, HOSSAIN Md. Tanvir and NAKAI Takayoshi. Which Color Channel Is Better for Diagnosing Retinal Diseases Automatically in Color Fundus Photographs?. Life-Basel, vol. 12, no. 7, 2022, pp. 1-38. ISSN 2075-1729. Detail

2021

• ALI Anas and SMRŽ Pavel. Camera auto-calibration for complex scenes. In: SPIE 11605. Rome: SPIE - the international society for optics and photonics, 2021, pp. 1-11. ISBN 978-1-5106-4041-2. Detail
• ORSÁK Michal and BENEŠ Tomáš. High-speed stateful packet classifier based on TSS algorithm optimized for off-chip memories. In: Proceedings - 2021 24th International Symposium on Design and Diagnostics of Electronic Circuits and Systems, DDECS 2021. Vídeň: CESNET National Research and Education Network, 2021, pp. 151-156. ISBN 978-1-6654-3595-6. Detail
• UHLÁR Juraj, HOLKOVIČ Martin and RUSŇÁK Vít. PCAPFunnel: A Tool for Rapid Exploration of Packet Capture Files. In: 2021 25TH INTERNATIONAL CONFERENCE INFORMATION VISUALISATION (IV): AI & VISUAL ANALYTICS & DATA SCIENCE. Sydney: IEEE Biometric Council, 2021, pp. 69-76. ISBN 978-1-6654-3827-8. ISSN 2375-0138. Detail

2020

• ZANIN Massimiliano, MENASALVAS Ernestina, RODRIGUEZ González Alejandro and SMRŽ Pavel. An Analytics Toolbox for Cyber-Physical Systems Data Analysis: Requirements and Challenges. In: Proceedings of the 43rd International Convention on Information, Communication and Electronic Technology (MIPRO 2020). New York: Institute of Electrical and Electronics Engineers, 2020, pp. 271-276. ISBN 978-953-233-099-1. Detail
• BÍLKOVÁ Zuzana and HRADIŠ Michal. Perceptual license plate super-resolution with CTC loss. In: IS and T International Symposium on Electronic Imaging Science and Technology. Springfield, USA: Society for Imaging Science and Technology, 2020, pp. 52-57. ISSN 2470-1173. Detail
• KEKELY Michal, HYNEK Karel and ČEJKA Tomáš. Pipelined ALU for effective external memory access in FPGA. In: 2020 23RD EUROMICRO CONFERENCE ON DIGITAL SYSTEM DESIGN (DSD 2020). Kranj: Institute of Electrical and Electronics Engineers, 2020, pp. 97-100. ISBN 978-1-7281-9535-3. Detail
• BARDONEK Petr and ZACHARIÁŠOVÁ Marcela. Using Control Logic Drivers for Automated Generation of System-level Portable Models. In: 23rd International Symposium on Design and Diagnostics of Electronic Circuits and Systems, DDECS 2020. Novi Sad: Institute of Electrical and Electronics Engineers, 2020, pp. 1-4. ISBN 978-1-7281-9938-2. Detail

2019

• BARDONEK Petr. Nové metody optimalizace interpretace scénářů portovatelných stimulů. In: Počítačové architektury a diagnostika 2019. Doksy: Academic and Medical Conference Agency, 2019, pp. 1-4. ISBN 978-80-88214-20-5. Detail
• VOGEL Ivan, BLANSHARD Robert C. and HOFFMANN Eva R. SureTypeSC-a Random Forest and Gaussian mixture predictor of high confidence genotypes in single-cell data. Bioinformatics, vol. 35, no. 23, 2019, pp. 5055-5062. ISSN 1367-4803. Detail

2018

• ALAM Jahangir, BHATTACHARYA Gautam, BRUMMER Johan Nikolaas Langenhoven, BURGET Lukáš, DIEZ Sánchez Mireia, GLEMBEK Ondřej, KENNY Patrick, KLČO Michal, LANDINI Federico Nicolás, LOZANO Díez Alicia, MATĚJKA Pavel, MONTEIRO Joao, MOŠNER Ladislav, NOVOTNÝ Ondřej, PLCHOT Oldřich, PROFANT Ján, ROHDIN Johan A., SILNOVA Anna, SLAVÍČEK Josef, STAFYLAKIS Themos and ZEINALI Hossein. ABC NIST SRE 2018 SYSTEM DESCRIPTION. In: Proceedings of 2018 NIST SRE Workshop. Athens: National Institute of Standards and Technology, 2018, pp. 1-10. Detail

2017

• BARMPOUNAKIS Emmanouil, VLAHOGIANNI Eleni, GOLIAS John and BABINEC Adam. How accurate are small drones for measuring microscopic traffic parameters?. Transportation Letters, vol. 9, no. 5, 2017, pp. 1-9. ISSN 1942-7875. Detail
• GIULIANI Manuel, KAPINUS Michal, MATERNA Zdeněk, MIRNIG Nicole, STADLER Susanne and TSCHELIGI Manfred. Industrial Human-Robot Interaction: Creating Personas for Augmented Reality supported Robot Control and Teaching. In: Proceedings of the Companion of the 2017 ACM/IEEE International Conference on Human-Robot Interaction. Vienna: Association for Computing Machinery, 2017, pp. 291-292. ISBN 978-1-4503-4885-0. Detail
• BABINEC Adam and APELTAUER Jiří. On accuracy of position estimation from aerial imagery captured by low-flying UAVs. International Journal of Transportation Science and Technology, vol. 5, no. 3, 2017, pp. 152-166. ISSN 2046-0430. Detail
• ADAMEC Vladimír, BABINEC Adam and HERMAN David. Using the DataFromSky System to Monitor Emissions from Traffic. In: Transport Infrastructure and Systems: Proceedings of the AIIT International Congress on Transport Infrastructure and Systems (Rome, Italy, 10-12 April 2017). Leiden: CRC Press LLC, 2017, pp. 913-918. ISBN 978-1-138-03009-1. Detail

2015

• APELTAUER Jiří, BABINEC Adam, APELTAUER Tomáš and HERMAN David. Automatic vehicle trajectory extraction for traffic analysis from aerial video data. In: The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences. Volume XL-3/W2. Munich, 2015, pp. 9-15. Detail
• FIALA Jiří and KOČÍ Radek. Computer as Therapy in role of alternative and augmentative communication. In: Proceedings of 4th International Conference on Advanced in Computing and Emerging E-Learning Technology. Singapore, 2015, pp. 34-42. Detail
• JANKŮ Peter, KOPLÍK Karel, DOŠEK Roman, DULÍK Tomáš, BLIŽŇÁK Michal and VAŘACHA Pavel. Context sensitive fire protection system. In: DAAAM International Vienna. Annals of DAAAM International for 2015, vol. 2015. Vienna: DAAAM International, 2015, pp. 1025-1031. ISBN 978-3-902734-06-8. ISSN 1726-9679. Detail
• LOUKOTA Petr and BARTÍK Vladimír. Klasifikace webových stránek na základě vizuální podoby a odkazů mezi dokumenty. In: 10th Workshop on Intelligent and Knowledge oriented Technologies. Košice: Vydavateľstvo STU, 2015, pp. 1-4. ISBN 978-80-553-2271-1. Detail
• CALDAROLA Leo, CHOUKIR Amine, CUDA Davide, DONDERO Marco, FICARA Domenico, MUCCIFORA Roberto, POLČÁK Libor and TRIFILO Antonio. Towards a real application-aware network. In: Proceedings of the 6th International Conference on Data Communication Networking (DCNET-2015). Colmar: SciTePress - Science and Technology Publications, 2015, pp. 5-12. ISBN 978-989-758-112-0. Detail
• PODIVÍNSKÝ Jakub. Využití funkční verifikace pro ověřování metodik pro zajištění odolnosti proti poruchám. In: Počítačové architektury a diagnostika PAD 2015. Zlín: Tomas Bata University in Zlín, 2015, pp. 7-12. ISBN 978-80-7454-522-1. Detail

2014

• KURUMBANG Nagendra, DVOŘÁK Pavel, BENDL Jaroslav, BREZOVSKÝ Jan, PROKOP Zbyněk and DAMBORSKÝ Jiří. Computer-Assisted Engineering of Synthetic Pathway for Biodegradation of Toxic Persistent Pollutant. ACS Synthetic Biology, vol. 3, no. 3, 2014, pp. 172-181. ISSN 2161-5063. Detail
• FIALA Jiří and KOČÍ Radek. Computer therapy as concept of new form of therapy for intellectual disabled people: theory and practise. Journal of Technology and Information Education, vol. 6, no. 1, 2014, pp. 89-103. ISSN 1803-537X. Detail
• BENDL Jaroslav, ŠTOURAČ Jan, ŠALANDA Ondřej, PAVELKA Antonín, WIEBEN Eric, ZENDULKA Jaroslav, BREZOVSKÝ Jan and DAMBORSKÝ Jiří. PredictSNP: Robust and Accurate Consensus Classifier for Prediction of Disease-Related Mutations. PLoS Computational Biology, vol. 10, no. 1, 2014, pp. 1-11. ISSN 1553-7358. Detail

2013

• EYSSELT Miloš. Studijní programy na Fakultě informačních technologií: IT - Informační technologie, Ak.r. 2013/2014. Brno: Faculty of Information Technology BUT, 2013. Detail
• ARON Lukáš. Využití sensorů mobilního zařízení v automobilu. In: In Proceedings of the 19th Conference Student EEICT 2013. Brno: Faculty of Electrical Engineering and Communication BUT, 2013, pp. 56-59. ISBN 978-80-214-4695-3. Detail

2011

• MALČÍK Dominik. Mikroskopická analýza čipů. In: Proceedings of the 17th Conference STUDENT EEICT 2011. Brno: Faculty of Information Technology BUT, 2011, pp. 306-308. ISBN 978-80-214-4272-6. Detail

2010

• KAJAN Rudolf and HEROUT Adam. MoonGate: Modular real-time strategy engine for Xbox 360 and PC. In: PROCEEDINGS OF THE IADIS INTERNATIONAL CONFERENCE GAME AND ENTERTAINMENT TECHNOLOGIES 2010. Freiburg, 2010, pp. 91-95. ISBN 978-972-8939-18-2. Detail
• ZBOŘIL František, HANÁČEK Petr, HRUBÝ Martin and KOČÍ Radek. Zapojení studentů do výzkumu. In: Informatika 2010. Brno: Mendel University in Brno, 2010, pp. 139-140. ISBN 978-80-7375-394-8. Detail

2009

• LUKÁŠ Roman, HONZÍK Jan M. and ŠALPLACHTA Pavel. Application for Detection of Plagiarism. In: New Horizons in Industry, Business and Edycation. Heraclion, Crete, Greece: The University of Crete Panepistimio Kritis, 2009, pp. 131-136. ISBN 978-960-88785-8-7. Detail

2024

• BESST: Brno Extended Stress and Speech Database, testing, 2024
  Authors: Pešán Jan, Juřík Vojtěch, Růžičková Alexandra, Svoboda Vojtěch, Janoušek Oto, Němcová Andrea, Bojanovská Hana, Aldabaghová Jasmína, Kyslík Filip, Vodičková Kateřina, Sodomová Adéla, Bartys Patrik, Chudý Peter, Černocký Jan Detail

2015

• Single-Loop JPEG 2000 Transform, software, 2015
  Authors: Bařina David, Zemčík Pavel Detail

2014

• i-CT Framework (Computer As Therapy) version 1.1.0, software, 2014
  Authors: Fiala Jiří, Kočí Radek, Vejtasa Ondřej, Meca Vojtěch, Tůma Jan Detail
• libmodexp, software, 2014
  Authors: Bařina David, Zemčík Pavel Detail

2013

• PredictSNP: Robust and Accurate Consensus Classifier for Prediction of Disease-Related Mutations, software, 2013
  Authors: Bendl Jaroslav, Štourač Jan, Šalanda Ondřej, Pavelka Antonín, Wieben Eric, Zendulka Jaroslav, Brezovský Jan, Damborský Jiří Detail