Gregor Michal, doc. Ing., Ph.D. | | Addressing Limitations of Large Language Models |
Zbořil František, doc. Ing., Ph.D. | DITS | Factory driven by sociable intelligent agents and actors |
Matoušek Petr, doc. Ing., Ph.D., M.A. | DIFS | Active monitoring of cloud applications |
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 | Analýza chování osob a detekce podezřelého chování v reálném čase |
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. |
Jaroš Jiří, doc. Ing., Ph.D. | DCSY | Automatic Workload Balancing on Heterogeneous Architectures |
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 |
Zbořil František, doc. Ing., Ph.D. | DITS | Autonomous Inelligent Systems Driven by a Models |
Hanáček Petr, doc. Dr. Ing. | DITS | Security impacts of artificial intelligence on cybersecurity |
Černocký Jan, prof. Dr. Ing. | DCGM | End-to-end dialog modeling |
Burget Lukáš, doc. Ing., Ph.D. | DCGM | End-to-end systems for speaker diarization |
Malik Aamir Saeed, prof., Ph.D. | DCSY | Pre-onset detection of Alzheimer's Disease (AD) by investigating brain dynamics |
Černocký Jan, prof. Dr. Ing. | DCGM | Detection of voice deepfakes |
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 |
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 |
Vašíček Zdeněk, doc. Ing., Ph.D. | DCSY | Evolutionary Optimization of Logic Circuits |
Burget Radek, doc. Ing., Ph.D. | DIFS | Information Extraction from the WWW |
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 explainable machine learning |
Martínek Tomáš, doc. Ing., Ph.D. | DCSY | Hardware acceleration of machine learning models |
Malik Aamir Saeed, prof., Ph.D. | DCSY | Assessment of mental stress, anxiety and depression from analysis of brain signals |
Meduna Alexandr, prof. RNDr., CSc. | DIFS | Jazykové modely moderního výpočtu: definice, transformace, aplikace |
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 |
Matoušek Petr, doc. Ing., Ph.D., M.A. | DIFS | Cybersecurity of critical infrastructure |
Šimko Jakub, doc. Ing., PhD. | DCGM | Measuring output quality of large language models |
Janoušek Vladimír, doc. Ing., Ph.D. | DITS | Data processing methods using neural networks |
Janoušek Vladimír, doc. Ing., Ph.D. | DITS | Data processing methods using neural networks |
Kořenek Jan, doc. Ing., Ph.D. | DCSY | Mitigation of Denial of Service Attacks Using Machine Learning Techniques |
Smrž Pavel, doc. RNDr., Ph.D. | DCGM | Machine Learning Models that Reason |
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 |
Meduna Alexandr, prof. RNDr., CSc. | DIFS | Moderní přístup k překladu jazyků: teorie, metody a aplikace |
Malik Aamir Saeed, prof., Ph.D. | DCSY | Multimodal analysis for assessment of mental health |
Zemčík Pavel, prof. Dr. Ing., dr. h. c. | DCGM | Non-Traditional Visal Computing Algorithms |
Janoušek Vladimír, doc. Ing., Ph.D. | DITS | New methods and tools for the design of distributed control systems |
Meduna Alexandr, prof. RNDr., CSc. | DIFS | Nové modely pro formální jazyky |
Janoušek Vladimír, doc. Ing., Ph.D. | DITS | Novel approaches in software engineering for CPS and IoT |
Janoušek Vladimír, doc. Ing., Ph.D. | DITS | Novel approaches in software engineering for CPS and IoT |
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 |
Kořenek Jan, doc. Ing., Ph.D. | DCSY | Optimization of Network Traffic Processing Using Machine Learning Techniques |
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 |
Vojnar Tomáš, prof. Ing., Ph.D. | DITS | Advanced Analysis and Verification for Advanced Software |
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 |
Čadík Martin, doc. Ing., Ph.D. | DCGM | Advanced Rendering Methods |
Čadík Martin, doc. Ing., Ph.D. | DCGM | Advanced Methods of Computational Photography |
Herout Adam, prof. Ing., Ph.D. | DCGM | Advanced Methods of Real-Time Rendering |
Zbořil František, doc. Ing., Ph.D. | DITS | Advanced methods of practicel reasoning in the BDI systems. |
Bieliková Mária, prof. Ing., Ph.D. | DCGM | Advanced topics in machine learning |
Burget Radek, doc. Ing., Ph.D. | DIFS | Advanced traffic data evaluation |
Hanáček Petr, doc. Dr. Ing. | DITS | Usable security and privacy |
Malik Aamir Saeed, prof., Ph.D. | DCSY | Prediction of second stroke from data collected using standard stroke protocol |
Herout Adam, prof. Ing., Ph.D. | DCGM | Recognition and Tracking of Human Body in Video |
Matoušek Petr, doc. Ing., Ph.D., M.A. | DIFS | Sharing Machine Learning Models IoC for Cyber Threats Mitigation |
Vašíček Zdeněk, doc. Ing., Ph.D. | DCSY | Semantic Cartesian Genetic Programming |
Janoušek Vladimír, doc. Ing., Ph.D. | DITS | Sensing and evaluation of trasological traces |
Jaroš Jiří, doc. Ing., Ph.D. | DCSY | Simulation of Advanced Computing Architectures |
Šimko Jakub, doc. Ing., PhD. | DCGM | Human-AI collaboration in dataset creation |
Burget Radek, doc. Ing., Ph.D. | DIFS | Machine Learning for Information Identification on the Web |
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 | Automatic speech recognition systems for dialectology |
Meduna Alexandr, prof. RNDr., CSc. | DIFS | Systémy založené na automatech a gramatikách |
Černocký Jan, prof. Dr. Ing. | DCGM | Technologies for collaborative voice chatbots |
Meduna Alexandr, prof. RNDr., CSc. | DIFS | Transformation of Formal Systems for Languages |
Hanáček Petr, doc. Dr. Ing. | DITS | Umělá inteligence pro podporu rozpoznávání osob podle obličeje |
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 of holonic systems utilizing ROS |
Janoušek Vladimír, doc. Ing., Ph.D. | DITS | Multi-level modeling and coordination of actions of holonic systems utilizing ROS |
Burget Radek, doc. Ing., Ph.D. | DIFS | Vizualizace velkých dat |
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 |
Jaroš Jiří, doc. Ing., Ph.D. | DCSY | High Performance Computing on Low Power Devices |
Smrž Pavel, doc. RNDr., Ph.D. | DCGM | Explainable Artificial Intelligence |
Matoušek Petr, doc. Ing., Ph.D., M.A. | DIFS | Application of Transformer Neural Networks for Processing of Domain-Oriented Knowledge in Computer Networks |
Malik Aamir Saeed, prof., Ph.D. | DCSY | Development of neuromarker(s) for assessment of alcohol addiction |
Černocký Jan, prof. Dr. Ing. | DCGM | Aligning pre-trained models via an interpretable latent space |
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 |