Publications

Active Learning with Task Consistency and Diversity in Multi-Task Networks

Published in Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) , 2024
A. Hekimoglu, M. Schmidt, A. Marcos-Ramiro

Monocular 3D Object Detection with LiDAR Guided Semi Supervised Active Learning

Published in Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) , 2024
A. Hekimoglu, M. Schmidt, A. Marcos-Ramiro

Multi-Task Consistency for Active Learning

Published in Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops , 2023
A. Hekimoglu, P. Friedrich, W. Zimmer, M. Schmidt, A. Marcos-Ramiro, A. Knoll

Efficient Active Learning Strategies for Monocular 3D Object Detection

Published in IEEE Intelligent Vehicles Conference (Oral Presentation) , 2022
A. Hekimoglu, M. Schmidt, A. Marcos-Ramiro, G. Rigoll

Active Learning for Object Detection with Non-Redundant Informative Sampling

Published in arXiv , 2023
A. Hekimoglu, A. Brucker, A. Kayali, M. Schmidt, A. Marcos-Ramiro