Niclas Popp

According to our database, Niclas Popp authored at least 7 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

The Surprising Effectiveness of Canonical Knowledge Distillation for Semantic Segmentation.

Muhammad Ali, Kevin Alexander Laube, Madan Ravi Ganesh, Lukas Schott, Niclas Popp, Thomas Brox

CoRR, April, 2026

2025

Improving Knowledge Distillation Under Unknown Covariate Shift Through Confidence-Guided Data Augmentation.

Niclas Popp, Kevin Alexander Laube, Matthias Hein, Lukas Schott

CoRR, June, 2025

2024

Feature Distillation Improves Zero-Shot Transfer from Synthetic Images.

Niclas Popp, Jan Hendrik Metzen, Matthias Hein

Trans. Mach. Learn. Res., 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

Object-Focused Data Selection for Dense Prediction Tasks.

Niclas Popp, Dan Zhang, Jan Hendrik Metzen, Matthias Hein, Lukas Schott

CoRR, 2024

Zero-Shot Distillation for Image Encoders: How to Make Effective Use of Synthetic Data.

Niclas Popp, Jan Hendrik Metzen, Matthias Hein

CoRR, 2024

Topological benchmarking of algorithms to infer gene regulatory networks from single-cell RNA-seq data.

Marco Stock, Niclas Popp, Jonathan Fiorentino, Antonio Scialdone

Bioinform., 2024