Recent Selective Publications 2019 - 2021

For the full list, please check

Conference Publications

Retinal Abnormalities Recognition Using Regional Multitask Learning.
MICCAI. 2019

Hierarchical Neural Architecture Search for Deep Stereo Matching.
NeurIPS. 2020

Grounding Visual Concepts for Zero-Shot Event Detection and Event Captioning.

ZSTAD: Zero-Shot Temporal Activity Detection.
CVPR. 2020

Differentiable Neural Architecture Search in Equivalent Space with Exploration Enhancement.
NeurIPS. 2020

End-to-end ugly duckling sign detection for melanoma identification with transformers.
MICCAI. 2021

Relational subsets knowledge distillation for long-tailed retinal diseases recognition.
MICCAI. 2021

Semi-supervised left atrium segmentation with mutual consistency training.
MICCAI. 2021

Medical matting: a new perspective on medical segmentation with uncertainty.
MICCAI. 2021
Vision-language navigation with random environmental mixup
ICCV. 2021
Retrospective Class Incremental Learning
ICME. 2021

Journal Publications

One-Shot Neural Architecture Search: Maximising Diversity to Overcome Catastrophic Forgetting.
IEEE Transactions on Pattern Analysis and Machine Intelligence. 2020

Progressive Transfer Learning and Adversarial Domain Adaptation for Cross-Domain Skin Disease Classification
IEEE Journal of biomedical and health informatics. 2020

New era of personalised epilepsy management

British Medical Journal (The BMJ). 2021

Application of Comprehensive Artificial intelligence Retinal Expert (CARE) system: a national real-world evidence study.

The Lancet Digital Health. 2021

One step closer towards personalized epilepsy management

Brain. 2021

Leveraging Regular Fundus Images for Training UWF Fundus Diagnosis Models via Adversarial Learning and Pseudo-Labeling

IEEE Transaction on Medical Imaging. 2021

Early Melanoma Diagnosis with Sequential Dermoscopic Images

IEEE Transaction on Medical Imaging. 2021