How Good Are Query Optimizers, Really? - Viktor Leis; Andrey Gubichev; Atanas Mirchev; Peter A. Boncz; Alfons Kemper; Thomas Neumann 001 (Proc. VLDB Endow., 2015)

Classification of sparsely labeled spatio-temporal data through semi-supervised adversarial learning. - Atanas Mirchev; Seyed-Ahmad Ahmadi (CoRR, 2018)

Approximate Bayesian inference in spatial environments. - Atanas Mirchev; Baris Kayalibay; Patrick van der Smagt; Justin Bayer (CoRR, 2018)

Query optimization through the looking glass, and what we found running the Join Order Benchmark. - Viktor Leis; Bernhard Radke; Andrey Gubichev; Atanas Mirchev; Peter A. Boncz; Alfons Kemper; Thomas Neumann 001 (VLDB J., 2018)

Approximate Bayesian Inference in Spatial Environments. - Atanas Mirchev; Baris Kayalibay; Maximilian Soelch 001; Patrick van der Smagt; Justin Bayer (Robotics: Science and Systems, 2019)

3D Deep Learning for Biological Function Prediction from Physical Fields. - Vladimir Golkov; Marcin J. Skwark; Atanas Mirchev; Georgi Dikov; Alexander R. Geanes; Jeffrey L. Mendenhall; Jens Meiler; Daniel Cremers (3DV, 2020)

Mind the Gap when Conditioning Amortised Inference in Sequential Latent-Variable Models. - Justin Bayer; Maximilian Soelch 001; Atanas Mirchev; Baris Kayalibay; Patrick van der Smagt (ICLR, 2021)

Variational State-Space Models for Localisation and Dense 3D Mapping in 6 DoF. - Atanas Mirchev; Baris Kayalibay; Patrick van der Smagt; Justin Bayer (ICLR, 2021)

PRISM: Probabilistic Real-Time Inference in Spatial World Models. - Atanas Mirchev; Baris Kayalibay; Ahmed Agha; Patrick van der Smagt; Daniel Cremers; Justin Bayer (CoRL, 2022)

Tracking and Planning with Spatial World Models. - Baris Kayalibay; Atanas Mirchev; Patrick van der Smagt; Justin Bayer (L4DC, 2022)

Filter-Aware Model-Predictive Control. - Baris Kayalibay; Atanas Mirchev; Ahmed Agha; Patrick van der Smagt; Justin Bayer (L4DC, 2023)

Exploring Under Constraints with Model-Based Actor-Critic and Safety Filters. - Ahmed Agha; Baris Kayalibay; Atanas Mirchev; Patrick van der Smagt; Justin Bayer (CoRL, 2024)

Spatial State-Space Models (Räumliche Zustandsraummodelle) - Atanas Mirchev (2024)