Artem Savkin

According to our database, Artem Savkin authored at least 9 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Synthetic Data for Perception in Autonomous Driving.

Artem Savkin

PhD thesis, 2023

Lidar Upsampling With Sliced Wasserstein Distance.

Artem Savkin, Yida Wang, Sebastian Wirkert, Nassir Navab, Federico Tombari

IEEE Robotics Autom. Lett., 2023

2021

Attention-based Adversarial Appearance Learning of Augmented Pedestrians.

Kevin Strauss, Artem Savkin, Federico Tombari

CoRR, 2021

Unsupervised Traffic Scene Generation with Synthetic 3D Scene Graphs.

Artem Savkin, Rachid Ellouze, Nassir Navab, Federico Tombari

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Content Disentanglement for Semantically Consistent Synthetic-to-Real Domain Adaptation.

Mert Keser, Artem Savkin, Federico Tombari

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

2020

KLIEP-based Density Ratio Estimation for Semantically Consistent Synthetic to Real Images Adaptation in Urban Traffic Scenes.

Artem Savkin, Federico Tombari

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Adversarial Appearance Learning in Augmented Cityscapes for Pedestrian Recognition in Autonomous Driving.

Artem Savkin, Thomas Lapotre, Kevin Strauss, Uzair Akbar, Federico Tombari

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019

Sampling/Importance Resampling for Semantically Consistent Synthetic to Real Image Domain Adaptation in Urban Traffic Scenes.

Artem Savkin, Monika Kasperek, Federico Tombari

Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

2018

Automated Scene Flow Data Generation for Training and Verification.

Oliver Wasenmüller, René Schuster, Didier Stricker, Karl Leiss, Jürger Pfister, Oleksandra Ganus, Julian Tatsch, Artem Savkin, Nikolas Brasch

CoRR, 2018