| 2025 | COMPSAC | Towards AI Analyst: Querying Costly Features for Fraud and Money Laundering Detection. | Michaela Maskov, Vclav Smdl |
| 2025 | ICDM | Differentiable Distance Between Hierarchically-Structured Data. | Matej Zorek, Toms Pevn, Vclav Smdl |
| 2025 | IECON | Voltage Zero-Sequence Components in Optimal Control of Five-Phase PMSM Drives. | Jan Laksar, Toms Komrska, Ondrej Such, Vclav Smdl |
| 2025 | UAI | Probabilistic Graph Circuits: Deep Generative Models for Tractable Probabilistic Inference over Graphs. | Milan Papez, Martin Rektoris, Vclav Smdl, Toms Pevn |
| 2024 | ICLR | Sum-Product-Set Networks: Deep Tractable Models for Tree-Structured Graphs. | Milan Papez, Martin Rektoris, Vclav Smdl, Toms Pevn |
| 2024 | IECON | Benchmarking Performance of Neural Network Architectures in Conventional Industrial Hardware. | Serge Pacome Bosson, Vclav Smdl |
| 2024 | VISIGRAPP | Avoiding Undesirable Solutions of Deep Blind Image Deconvolution. | Antonie Brozov, Vclav Smdl |
| 2023 | IECON | Optimal Current Setpoints for Five-Phase Synchronous Drive. | Jan Laksar, Vclav Smdl, Toms Komrska, Luks Adam |
| 2023 | IECON | Neural ODE for Estimation of Flux Linkage Models of Synchronous Machines. | Jakub Sevcik, Vclav Smdl, Antonn Glac, Zdenek Peroutka |
| 2021 | ICIP | Improving Neural Blind Deconvolution. | Jan Kotera, Filip Sroubek, Vclav Smdl |
| 2020 | IECON | Comparison of IPMSM Parameter Estimation Methods for Motor Efficiency. | Antonn Glac, Vclav Smdl, Zdenek Peroutka, Christoph M. Hackl |
| 2019 | IECON | Adaptive control of LCL filter with time-varying parameters using reinforcement learning. | Jaroslav Dragoun, Vclav Smdl |
| 2019 | IECON | Identification of Thermal Model of Power Module Using Expectation-Maximization Algorithm. | Jakub Sevcik, Vclav Smdl, Martin Votava |
| 2018 | IECON | Optimal Feedforward Torque Control of Synchronous Machines with Time-Varying Parameters. | Antonn Glac, Vclav Smdl, Zdenek Peroutka |
| 2018 | IECON | Predictive Control of Parallel Induction Motors Fed by Single Inverter with Common Current Sensors. | Stepn Janous, Jakub Talla, Zdenek Peroutka, Vclav Smdl |
| 2017 | IECON | Model predictive control of multiple induction machines fed from single inverter. | Stepn Janous, Jakub Talla, Zdenek Peroutka, Vclav Smdl |
| 2016 | IECON | Experimental validation of IGBT thermal impedances from voltage-based and direct temperature measurements. | Humphrey Mokom Njawah Achiri, Lubos Streit, Vclav Smdl, Zdenek Peroutka |
| 2016 | IECON | LQ lookahead in finite control set MPC of current-source rectifier. | Jan Michalik, Vclav Smdl, Zdenek Peroutka |
| 2015 | IECON | Mitigation of electric drivetrain oscillation resulting from abrupt current derating at low coolant flow rate. | Humphrey Mokom Njawah Achiri, Vclav Smdl, Zdenek Peroutka |
| 2015 | IECON | Finite control set MPC of active current-source rectifier with full state space model. | Jan Michalik, Zdenek Peroutka, Vclav Smdl |
| 2014 | ICIP | Understanding image priors in blind deconvolution. | Filip Sroubek, Vclav Smdl, Jan Kotera |
| 2014 | IECON | Start-stop system for a city bus based on model predictive control. | Radim Dudek, Vclav Smdl, Zdenek Peroutka |
| 2014 | IECON | Sensorless permanent magnet synchronous drive with DTC based on high frequency injections. | Tomas Glasberger, Vendula Muzikova, Vclav Smdl, Zdenek Peroutka |
| 2014 | IECON | Extending horizon of finite control set MPC of PMSM drive with input LC filter using LQ lookahead. | Vclav Smdl, Stepn Janous, Zdenek Peroutka |
| 2014 | IECON | Reduced-order Kalman filter in phase coordinates for IPMSM with higher flux harmonics. | David Uzel, Vclav Smdl, Zdenek Peroutka |
| 2013 | FUSION | Rao-Blackwellized point mass filter for reliable state estimation. | Vclav Smdl, Matej Gasperin |
| 2013 | FUSION | Adaptive importance sampling in particle filtering. | Vclav Smdl, Radek Hofman |
| 2013 | IECON | Sensorless direct torque control of PMSM with reduced model Extended Kalman filter. | Tomas Glasberger, Vendula Muzikova, Zdenek Peroutka, Vclav Smdl |
| 2013 | IECON | FPGA implementation of marginalized particle filter for sensorless control of PMSM drives. | Vclav Smdl, Robert Nedved, Toms Kosan, Zdenek Peroutka |
| 2013 | IECON | Kalman filters unifying model-based and HF injection-based sensorless control of PMSM drives. | Vclav Smdl, David Vosmik, Zdenek Peroutka |
| 2013 | IECON | Resolver motivated sensorless rotor position estimation of wound rotor synchronous motors with Kalman filter. | David Uzel, Vclav Smdl, Zdenek Peroutka |
| 2012 | IECON | Marginalized particle filter for sensorless control of PMSM drives. | Vclav Smdl, Zdenek Peroutka |
| 2011 | ICASSP | Non-parametric bayesian measurement noise density estimation in non-linear filtering. | Emre zkan, Saikat Saha, Fredrik Gustafsson, Vclav Smdl |
| 2010 | FUSION | Marginalized particle filters for Bayesian estimation of Gaussian noise parameters. | Saikat Saha, Emre zkan, Fredrik Gustafsson, Vclav Smdl |
| 2010 | FUSION | Software analysis unifying particle filtering and marginalized particle filtering. | Vclav Smdl |
| 2008 | ICINCO | Merging of Advices from Multiple Advisory Systems - With Evaluation on Rolling Mill Data. | Pavel Ettler, Josef Andrsek, Vclav Smdl, Miroslav Krn |
| 2007 | ICASSP | Accelerated Particle Filtering using the Variational Bayes Approximation. | Vclav Smdl, Anthony Quinn |
| 2006 | ICASSP | The Variational Bayes Approximation In Bayesian Filtering. | Vclav Smdl, Anthony Quinn |
| 2005 | ICASSP | The variational EM algorithm for on-line identification of extended AR models [speech processing example]. | Vclav Smdl, Anthony Quinn |