Ryšavý Ondřej, doc. Ing., Ph.D. | DIFS | Adaptive Anomaly Detection in Network Communications Using Machine Learning |
Gregor Michal, doc. Ing., Ph.D. | | Addressing the limitations of Large Language Models |
Jaroš Jiří, doc. Ing., Ph.D. | DCSY | Acceleration of Magnetic Resonance using distributed GPU toolbox k-Wave |
Herout Adam, prof. Ing., Ph.D. | DCGM | Analysis and usage of microscopic details in images captures by a common camera |
Hanáček Petr, doc. Dr. Ing. | DITS | Analysis of Anonymisation Networks Security |
Ryšavý Ondřej, doc. Ing., Ph.D. | DIFS | Analýza kryptoměnových sítí s využitím strojového učení |
Rogalewicz Adam, doc. Mgr., Ph.D. | DITS | Analysis of programs with dynamic data structures |
Hanáček Petr, doc. Dr. Ing. | DITS | Analysis of attacks on wireless networks |
Jaroš Jiří, doc. Ing., Ph.D. | DCSY | Autotuning in High Performance Applications. |
Kořenek Jan, doc. Ing., Ph.D. | DCSY | Automatizace analýzy logovacích dat |
Rogalewicz Adam, doc. Mgr., Ph.D. | DITS | Automated Complexity Analysis of programs with (not only) Complex Data Structures |
Sekanina Lukáš, prof. Ing., Ph.D. | DCSY | Hardware-aware neural architecture search |
Homoliak Ivan, doc. Ing., Ph.D. | DITS | Security and Usability of Authentication Methods in Web2 and Web3 |
Homoliak Ivan, doc. Ing., Ph.D. | DITS | System Security in Blockchains and Consensus Protocols |
Burget Lukáš, doc. Ing., Ph.D. | DCGM | End-to-end systems for speaker diarization |
Homoliak Ivan, doc. Ing., Ph.D. | DITS | Decentralized Finance and System Security |
Malik Aamir Saeed, prof., Ph.D. | DCSY | Pre-onset detection of Alzheimer's Disease (AD) by investigating brain dynamics |
Matoušek Petr, doc. Ing., Ph.D., M.A. | DIFS | Detecting Network Applications in Encrypted Traffic |
Meduna Alexandr, prof. RNDr., CSc. | DIFS | Discontinuous Computation: Theory, Models, Methods, Applications |
Malinka Kamil, Mgr., Ph.D. | DITS | The impact of the life cycle of large language models on cybersecurity |
Holík Lukáš, doc. Mgr., Ph.D. | DITS | Efficient finite automata for automated reasoning |
Vojnar Tomáš, prof. Ing., Ph.D. | DITS | Efficient Technology for Dealing with Logics and Automata (Not Only) for Formal Analysis and Verification -- co-supervised by dr. O. Lengal |
Zemčík Pavel, prof. Dr. Ing., dr. h. c. | DCGM | Embedded Systems for Video/Signal Processing |
Heřmanský Hynek, prof. Ing., Dr. Eng. | DCGM | Handling unseen domains in information extraction from speech |
Meduna Alexandr, prof. RNDr., CSc. | DIFS | Philosophical and Logical Roots of Computer Science |
Meduna Alexandr, prof. RNDr., CSc. | DIFS | Formal Models of Distributed Computation |
Meduna Alexandr, prof. RNDr., CSc. | DIFS | Formal Models of Parallel Computation |
Čadík Martin, doc. Ing., Ph.D. | DCGM | Generative AI and Image Processing using Neural Networks |
Sekanina Lukáš, prof. Ing., Ph.D. | DCSY | Genetic programming for interpretable machine learning |
Sekanina Lukáš, prof. Ing., Ph.D. | DCSY | Genetic programming utilizing machine learning |
Malik Aamir Saeed, prof., Ph.D. | DCSY | Assessment of mental stress, anxiety and depression from analysis of brain signals |
Burget Radek, doc. Ing., Ph.D. | DIFS | Inteligentní získávání strukturovaných dat z elektronických dokumentů |
Beran Vítězslav, doc. Ing., Ph.D. | DCGM | Interacting with collaborative robots in mixed reality |
Homoliak Ivan, doc. Ing., Ph.D. | DITS | Interoperability of Blockchains |
Smrž Pavel, doc. RNDr., Ph.D. | DCGM | Conversational Agents Combining Structural Knowledge and Learning from Text |
Hanáček Petr, doc. Dr. Ing. | DITS | Cybersecurity aspects of the Internet of Things |
Mrázek Vojtěch, Ing., Ph.D. | DCSY | Logic synthesis employing machine learning |
Šimko Jakub, doc. Ing., PhD. | DCGM | Measuring output quality of large language models |
Smrž Pavel, doc. RNDr., Ph.D. | DCGM | Machine Learning Models that Reason |
Herout Adam, prof. Ing., Ph.D. | DCGM | Modern and non-traditional approaches to biometrics |
Zemčík Pavel, prof. Dr. Ing., dr. h. c. | DCGM | Modern Algorithms of Computer Graphics |
Herout Adam, prof. Ing., Ph.D. | DCGM | Modern Methods of Computer Vision |
Malik Aamir Saeed, prof., Ph.D. | DCSY | Multimodal analysis for assessment of mental health |
Jaroš Jiří, doc. Ing., Ph.D. | DCSY | Unconventional Wave Propagation Models |
Zemčík Pavel, prof. Dr. Ing., dr. h. c. | DCGM | Non-Traditional Visal Computing Algorithms |
Kompan Michal, doc. Ing., PhD. | DCGM | Recommender and adaptive web-based systems |
Růžička Richard, doc. Ing., Ph.D., MBA | DCSY | Hardware Trojans Protection Using Digital Circuits Authentisation |
Češka Milan, doc. RNDr., Ph.D. | DITS | Planning under uncertainty using formal methods and reinforcement learning |
Smrž Pavel, doc. RNDr., Ph.D. | DCGM | Computer-aided Creativity |
Beran Vítězslav, doc. Ing., Ph.D. | DCGM | Advanced user interfaces to reduce the mental load of the drone pilot |
Zemčík Pavel, prof. Dr. Ing., dr. h. c. | DCGM | Advanced algorithms of Video, Image, and Signal processing |
Burget Radek, doc. Ing., Ph.D. | DIFS | Pokročilé extrakce a vyhodnocování veřejných dat na webu |
Burget Radek, doc. Ing., Ph.D. | DIFS | Pokročilé metody simulace IoT systémů |
Čadík Martin, doc. Ing., Ph.D. | DCGM | Advanced Rendering Methods |
Čadík Martin, doc. Ing., Ph.D. | DCGM | Advanced Methods of Computational Photography |
Matoušek Petr, doc. Ing., Ph.D., M.A. | DIFS | Sharing Machine Learning Models IoC for Cyber Threats Mitigation |
Šimko Jakub, doc. Ing., PhD. | DCGM | Human-AI collaboration in dataset creation |
Rozinajová Věra, Doc., Ph.D. | DIFS | Scientific Machine Learning |
Češka Milan, doc. RNDr., Ph.D. | DITS | Synthesis of probabilistic programs |
Burget Lukáš, doc. Ing., Ph.D. | DCGM | Multi-Talker ASR System Leveraging Large Pre-Trained Models with Discrete Hidden Representations |
Homoliak Ivan, doc. Ing., Ph.D. | DITS | Scalable Elections and Electronic Voting based on Blockchains |
Černocký Jan, prof. Dr. Ing. | DCGM | Performance of voice deepfake detection by humans and machines |
Herout Adam, prof. Ing., Ph.D. | DCGM | User Experience and Modern User Interfaces |
Smrž Pavel, doc. RNDr., Ph.D. | DCGM | Energy-aware Embedded Inteligence |
Janoušek Vladimír, doc. Ing., Ph.D. | DITS | Multi-level modeling and coordination of actions in holonic systems |
Čadík Martin, doc. Ing., Ph.D. | DCGM | Visual Geo-Localization and Augmented Reality |
Čadík Martin, doc. Ing., Ph.D. | DCGM | Image and video quality assessment |
Meduna Alexandr, prof. RNDr., CSc. | DIFS | Computational Musicology: Theory, Models, Methods, and Applications |
Smrž Pavel, doc. RNDr., Ph.D. | DCGM | Explainable Artificial Intelligence |
Janoušek Vladimír, doc. Ing., Ph.D. | DITS | Využití tekutých neuronových sítí v řízení systémů pracujících s asynchronními diskrétními událostmi a nepravidelně vzorkovanými senzorickými daty |
Homoliak Ivan, doc. Ing., Ph.D. | DITS | Zero-knowledge constructs in the context of system security and the public blockchains |
Malik Aamir Saeed, prof., Ph.D. | DCSY | Development of neuromarker(s) for assessment of alcohol addiction |
Herout Adam, prof. Ing., Ph.D. | DCGM | Research and advancement of the visualization and interaction technique Malleable Glyph |
Šimko Marián, doc. Ing., Ph.D. | DCGM | Improving natural language processing |
Bieliková Mária, prof. Ing., Ph.D. | DCGM | Improving performance of Large Language Models for downstream tasks |
Matoušek Petr, doc. Ing., Ph.D., M.A. | DIFS | Log File Analysis using Machine Learning and Artificial Intelligence |