Scholar
Steven McDonagh
Google Scholar ID: k8-q2AoAAAAJ
Senior Lecturer, University of Edinburgh
Citations & Impact
Citations
14,373
H-index
24
i10-index
35
Publications
20
Co-authors
10
list available
Publications
Resume (English only)
Academic Achievements
- Learning to Name Classes for Vision and Language Models, CVPR 2023
- Spread Flows for Manifold Modelling, AISTATS 2023
- Content-Diverse Comparisons improve IQA, BMVC 2022
- Residual Contrastive Learning for Image Reconstruction: Learning Transferable Representations from Noisy Images, IJCAI 2022
- CroMo: Cross-Modal Learning for Monocular Depth Estimation, CVPR 2022
- On the Out-of-distribution Generalization of Probabilistic Image Modelling, NeurIPS 2021
- A Multi-Hypothesis Approach to Color Constancy, CVPR 2020
- Formulating Camera-Adaptive Color Constancy as a Few-shot Meta-Learning Problem, ICCVW 2019
- SteReFo: Efficient Image Refocusing with Stereo Vision, ICCVW 2019
- Attention U-Net: Learning Where to Look for the Pancreas, MIDL 2018
- Context-Sensitive Super-Resolution for Fast Fetal Magnetic Resonance Imaging, MICCAI 2018
Background
- Currently a Senior Lecturer at the University of Edinburgh, working on Computer Vision and Machine Learning problems. Recent research directions include multi-modal, multi-task learning, and medical imaging applications.
Miscellany
- Interests include mountain climbing, running, and cycling.
