Research themes
Project Goal
[IJCAI 2022] AggPose: Deep Aggregation Vision Transformer for Infant Pose Estimation
Movement and pose assessment of newborns lets trained pediatricians predict neurodevelopmental disorders, allowing...
[ICASSP 2023] ViTASD: Robust Vision Transformer Baselines for Autism Spectrum Disorder Facial Diagnosis
Autism spectrum disorder (ASD) is a lifelong neurodevelopmental disorder with very high prevalence around the world....
[UAI 2023] Mitigating Transformer Overconfidence via Lipschitz Regularization
Though Transformers have achieved promising results in many computer vision tasks, they tend to be over-confident in...
[WACV 2024] A Survey on Multimodal Large Language Models for Autonomous Driving
With the emergence of Large Language Models (LLMs) and Vision Foundation Models (VFMs), multimodal AI systems...
