Publications

PediaMed AI Research Publications

📄 Cui C, Ma Y, Cao X, Ye W, …, Cao J, Wang Z, Zheng C. A Survey on Multimodal Large Language Models for Autonomous Driving. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshop, 2024. Project Page

📄 Cui C, Ma Y, Cao X, Ye W, Wang Z. Drive as you speak: Enabling human-like interaction with large language models in autonomous vehicles. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) Workshop, 2024.

📄 Ma Y, Lu J, Cui C, Zhao S, Cao X, Ye W, Wang Z. MACP: Efficient Model Adaptation for Cooperative Perception. IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2024. Project Page

📄 Ye W, Ma Y, Cao X, Tang K. Mitigating Transformer Overconfidence via Lipschitz Regularization. Uncertainty in Artificial Intelligence (UAI), 2023.

📄 Cao X, Ye W, Sizikova E, Bai X, Coffee M, Zeng H, Cao J. Vitasd: Robust Vision Transformer Baselines for Autism Spectrum Disorder Facial Diagnosis. IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2023.

📄 Cao X, Li X, Ma L, Huang Y, Feng X, Chen Z, Zeng H, Cao J. AggPose: Deep aggregation vision transformer for infant pose estimation. Thirty-First International Joint Conference on Artificial Intelligence (IJCAI), 2022.

PediaMed AI Research Pre-print

📄 Cui C, Ma Y, Cao X, Ye W, Wang Z. Receive, Reason, and React: Drive as You Say with Large Language Models in Autonomous Vehicles. Under Review, 2023.

📄 Liang K, Cao X, Liao KD, Gao T, Ye W, Chen Z, Cao J, Nama T, Sun J. PIE: Simulating Disease Progression via Progressive Image Editing. Under Review, 2023. Project Page