Efficient Active Learning Strategies for Monocular 3D Object Detection. - Aral Hekimoglu; Michael Schmidt 015; Alvaro Marcos-Ramiro; Gerhard Rigoll (IV, 2022)

Multi-Task Consistency for Active Learning. - Aral Hekimoglu; Philipp Friedrich; Walter Zimmer; Michael Schmidt 015; Alvaro Marcos-Ramiro; Alois Knoll (ICCV (Workshops), 2023)

Active Learning for Object Detection with Non-Redundant Informative Sampling. - Aral Hekimoglu; Adrian Brucker; Alper Kagan Kayali; Michael Schmidt 015; Alvaro Marcos-Ramiro (CoRR, 2023)

Monocular 3D Object Detection with LiDAR Guided Semi Supervised Active Learning. - Aral Hekimoglu; Michael Schmidt 015; Alvaro Marcos-Ramiro (WACV, 2024)

Active Learning with Task Consistency and Diversity in Multi-Task Networks. - Aral Hekimoglu; Michael Schmidt 015; Alvaro Marcos-Ramiro (WACV, 2024)