InfoSalGAIL: Visual Attention-empowered Imitation Learning of Pedestrian Behavior in Critical Traffic Scenarios. - Igor Vozniak; Matthias Klusch; André Antakli; Christian Müller 014 (IJCCI, 2020)

M2P3: multimodal multi-pedestrian path prediction by self-driving cars with egocentric vision. - Atanas Poibrenski; Matthias Klusch; Igor Vozniak; Christian Müller 014 (SAC, 2020)

CamLessMonoDepth: Monocular Depth Estimation with Unknown Camera Parameters. - Sai Shyam Chanduri; Igor Vozniak; Zeeshan Khan Suri (BMVC, 2021)

HAIL: Modular Agent-Based Pedestrian Imitation Learning. - André Antakli; Igor Vozniak; Nils Lipp; Matthias Klusch; Christian Müller 014 (PAAMS, 2021)

CamLessMonoDepth: Monocular Depth Estimation with Unknown Camera Parameters. - Sai Shyam Chanduri; Zeeshan Khan Suri; Igor Vozniak; Christian Müller 014 (CoRR, 2021)

To Drive or to Be Driven? The Impact of Autopilot, Navigation System, and Printed Maps on Driver's Cognitive Workload and Spatial Knowledge. - Iuliia Brishtel; Thomas Schmidt; Igor Vozniak; Jason Raphael Rambach; Bruno Mirbach; Didier Stricker (ISPRS Int. J. Geo Inf., 2021)

Classification of Manual Versus Autonomous Driving based on Machine Learning of Eye Movement Patterns. - Iuliia Brishtel; Stephan Krauß; Thomas Schmidt; Jason Raphael Rambach; Igor Vozniak; Didier Stricker (SMC, 2022)

Deep Distance Metric Learning for Similarity Preserving Embedding of Point Clouds. - Ahmed Abouelazm; Igor Vozniak; Nils Lipp; Pavel Astreika; Christian Müller 014 (VISIGRAPP (4: VISAPP), 2023)

Point Cloud Neighborhood Estimation Method Using Deep Neuro-Evolution. - Ahmed Abouelazm; Igor Vozniak; Nils Lipp; Pavel Astreika; Christian Müller 014 (VISIGRAPP (4: VISAPP), 2023)

Context-empowered Visual Attention Prediction in Pedestrian Scenarios. - Igor Vozniak; Philipp Müller 001; Lorena Hell; Nils Lipp; Ahmed Abouelazm; Christian Müller 014 (WACV, 2023)

HD-VoxelFlex: Flexible High-Definition Voxel Grid Representation. - Igor Vozniak; Pavel Astreika; Philipp Müller 001; Nils Lipp; Christian Müller 014; Philipp Slusallek (VISIGRAPP (4): VISAPP, 2024)