Zero-Shot Distillation for Image Encoders: How to Make Effective Use of Synthetic Data. - Niclas Popp; Jan Hendrik Metzen; Matthias Hein 001 (CoRR, 2024)

Object-Focused Data Selection for Dense Prediction Tasks. - Niclas Popp; Dan Zhang; Jan Hendrik Metzen; Matthias Hein 001; Lukas Schott (CoRR, 2024)

Attention Is All You Need For Mixture-of-Depths Routing. - Advait Gadhikar; Souptik Kumar Majumdar; Niclas Popp; Piyapat Saranrittichai; Martin Rapp; Lukas Schott (CoRR, 2024)

Feature Distillation Improves Zero-Shot Transfer from Synthetic Images. - Niclas Popp; Jan Hendrik Metzen; Matthias Hein 001 (Trans. Mach. Learn. Res., 2024)

Improving Knowledge Distillation Under Unknown Covariate Shift Through Confidence-Guided Data Augmentation. - Niclas Popp; Kevin Alexander Laube; Matthias Hein 001; Lukas Schott (CoRR, 2025)