Selected publications
Learning to Name Classes for Vision and Language Models
Computer Vision and Pattern Recognition (CVPR) 2023, International Conference on
Spread Flows for Manifold Modelling
Artificial Intelligence and Statistics (AISTATS) 2023, International Conference on
Residual Contrastive Learning for Image Reconstruction: Learning Transferable Representations from Noisy Images
International Joint Conference on Artificial Intelligence (IJCAI) 2022
CroMo: Cross-Modal Learning for Monocular Depth Estimation
Computer Vision and Pattern Recognition (CVPR) 2022, International Conference on
On the Out-of-distribution Generalization of Probabilistic Image Modelling
Neural Information Processing Systems (NeurIPS) 2021, Thirty-fifth Conference on
A Multi-Hypothesis Approach to Color Constancy
Computer Vision and Pattern Recognition (CVPR) 2020, International Conference on
Formulating Camera-Adaptive Color Constancy as a Few-shot Meta-Learning Problem
Learning for Computational Imaging - International Conference on Computer Vision (ICCVW), 2019.
SteReFo: Efficient Image Refocusing with Stereo Vision
AIM Workshop - International Conference on Computer Vision (ICCVW), 2019.
Attention U-Net: Learning Where to Look for the Pancreas
Medical Imaging with Deep Learning, (MIDL) 2018, International Conference on
Context-Sensitive Super-Resolution for Fast Fetal Magnetic Resonance Imaging
International Conf. on Medical Image Computing and Computer Assisted Intervention. Reconstruction and Analysis of Moving Body Organs Workshop (MICCAI, 2017).
Ensembles of Multiple Models and Architectures for Robust Brain Tumour Segmentation
International Conf. on Medical Image Computing and Computer Assisted Intervention. Multimodal Brain Tumor Segmentation Challenge (MICCAI, 2017).
Predicting Slice-to-Volume Transformation in Presence of Arbitrary Subject Motion
International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI, 2017).
PVR: Patch-to-Volume Reconstruction for Large Area Motion Correction of Fetal MRI
IEEE Transactions on Medical Imaging, Vol. 36, No. 10 (TMI, 2017).
Noise Reduction on G‐Buffers for Monte Carlo Filtering
Computer Graphics Forum, Vol. 34, No. 2 (CGF, 2017)
Synthetic Prior Design for Real-time Face Tracking
3D Vision (3DV) 2016, International Conference on
Real-Time Multi-View Facial Capture with Synthetic Training
Eurographics (2016), International Conference on
Adaptive Polynomial Rendering
Proceedings of ACM SIGGRAPH (2016). ACM Transactions on Graphics (TOG).
Fusing 100’s of 3D Point Clouds of Objects
Proc. Computer Vision and Pattern Recognition; Workshop on Large Scale 3D Data: Acquisition, Modelling and Analysis (CVPR, 2016).
Laminar and Dorsoventral Molecular Organization of the Medial Entorhinal Cortex Revealed by Large-scale Anatomical Analysis of Gene Expression
PLoS Comput Biol. 11(1):e1004032 (PLoS, 2015)
Interactive light source position estimation for augmented reality with an RGB-D camera
Computer Animation and Virtual Worlds (CAVW, 2015).
Applying semi-synchronised task farming to large-scale computer vision problems
The International Journal of High Performance Computing Applications, (IJHPCA, 2014).
Simultaneous registration of multi-view range images with adaptive kernel density estimation
The Institute of Mathematics and its Applications. Mathematics of Surfaces, Conference on. (IMA, 2013)
Point Light Source Estimation based on Scenes Recorded by a RGB-D camera
British Machine Vision Conference (BMVC, 2013).
Using 3D information for classification of non-melanoma skin cancer
Medical Image Understanding and Analysis (MIUA, 2008).