Composite Active Learning: Towards Multi-Domain Active Learning with Theoretical Guaranteesby Guang-Yuan Hao, Hengguan Huang, Haotian…
Conditional Normalizing Flows for Active Learning of Coarse-Grained Molecular Representationsby Henrik Schopmans, Pascal FriederichFirst submitted…
Automatic Segmentation of the Spinal Cord Nerve Rootletsby Jan Valosek, Theo Mathieu, Raphaelle Schlienger, Olivia…
The Why, When, and How to Use Active Learning in Large-Data-Driven 3D Object Detection for…
A Study of Acquisition Functions for Medical Imaging Deep Active Learningby Bonaventure F. P. DossouFirst…
Graph-based Active Learning for Entity Cluster Repairby Victor Christen, Daniel Obraczka, Marvin Hofer, Martin Franke,…
Revisiting Active Learning in the Era of Vision Foundation Modelsby Sanket Rajan Gupte, Josiah Aklilu,…
Falcon: Fair Active Learning using Multi-armed Banditsby Ki Hyun Tae, Hantian Zhang, Jaeyoung Park, Kexin…
MORPH: Towards Automated Concept Drift Adaptation for Malware Detectionby Md Tanvirul Alam, Romy Fieblinger, Ashim…
Querying Easily Flip-flopped Samples for Deep Active Learningby Seong Jin Cho, Gwangsu Kim, Junghyun Lee,…