Hi, I'm Aljosa! I am a Senior Research Scientist at NVIDIA, working on learning to understand the dynamic world from raw, unlabeled streams of sensory data.
I come from the Alpine side of Slovenia. Prior, I obtained my M.Sc. degree at the University of Bonn, and a Ph.D. from the RWTH Aachen University under the supervision of Prof. Bastian Leibe. I have had a pleasure of working with Prof. Laura Leal-Taixe (Dynamic Vision and Learning Group) at Technical University of Munich and Prof. Deva Ramanan at the Robotics Institute of Carnegie Mellon University.
A. Ošep, T. Meinhardt, F. Ferroni, N. Peri, D. Ramanan, L. Leal-Taixe: Better Call SAL: Towards Learning to Segment Anything in Lidar, arXiv preprint arXiv:2403.13129, 2024. paper
J. Seidenschwarz, A. Ošep, F. Ferroni, S. Lucey, L. Leal-Taixe: What Moves Together Belongs Together, Conference on Computer Vision and Pattern Recognition (CVPR), 2024. paper
P. Dendorfer, A. Ošep, A. Milan, K. Schindler, D. Cremers, I. Reid, S. Leal-Taixé: MOTChallenge: A Benchmark for Single-camera Multiple Target Tracking, International Journal of Computer Vision (IJCV), 2020. paper
A. Ošep, P. Voigtlaender, J. Luiten, S. Breuers, B. Leibe: Towards Large-Scale Video Object Mining, ECCV 2018 Workshop on Interactive and Adaptive Learning in an Open World, 2018. paper
A. Ošep, A. Hermans, F. Engelmann, D. Klostermann, M. Mathias, B. Leibe: Multi-Scale Object Candidates for Generic Object Tracking in Street Scenes, International Conference on Robotics and Automation (ICRA), 2016. paper
D. Mitzel, J. Diesel, A. Ošep, U. Rafi, B. Leibe: A Fixed-Dimensional 3D Shape Representation for Matching Partially Observed Objects in Street Scenes, International Conference on Robotics and Automation (ICRA), 2015. paper
M. Weinmann, A. Ošep, R. Ruiters, R. Klein: Multi-View Normal Field Integration for 3D Reconstruction of Mirroring Objects, International Conference on Computer Vision (ICCV), 2013. paper
M. Weinmann, R. Ruiters, A. Ošep, C. Schwartz, R. Klein: Fusing Structured Light Consistency and Helmholtz Normals for 3D Reconstruction, British Machine Vision Conference (BMVC), 2012. paper