Ronan Docherty

According to our database, Ronan Docherty authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2026

What DINO saw: ALiBi positional encoding reduces positional bias in Vision Transformers.

Moritz Pawlowsky, Antonis Vamvakeros, Alexander Weiss, Anja Bielefeld, Samuel J. Cooper, Ronan Docherty

CoRR, March, 2026

2025

Maybe you don't need a U-Net: convolutional feature upsampling for materials micrograph segmentation.

Ronan Docherty, Antonis Vamvakeros, Samuel J. Cooper

CoRR, August, 2025

2024

SAMBA: A Trainable Segmentation Web-App with Smart Labelling.

Ronan Docherty, Isaac Squires, Antonis Vamvakeros, Samuel J. Cooper

J. Open Source Softw., 2024

Upsampling DINOv2 features for unsupervised vision tasks and weakly supervised materials segmentation.

Ronan Docherty, Antonis Vamvakeros, Samuel J. Cooper

CoRR, 2024

Prediction of microstructural representativity from a single image.

Amir Dahari, Ronan Docherty, Steve Kench, Samuel J. Cooper

CoRR, 2024

Materials science in the era of large language models: a perspective.

Ge Lei, Ronan Docherty, Samuel J. Cooper

CoRR, 2024