1 citations · 2 across the 7 of their papers we have counts for
7 papers
AviationLMM: A Large Multimodal Foundation Model for Civil Aviation
Wenbin Li, Jingling Wu, Xiaoyong Lin. Jing Chen +1
Civil aviation is a cornerstone of global transportation and commerce, and ensuring its safety, efficiency and customer satisfaction is paramount. Yet conventional Artificial Intel…
ResDynUNet++: A nested U-Net with residual dynamic convolution blocks for dual-spectral CT
Ze Yuan, Wenbin Li, Shusen Zhao
We propose a hybrid reconstruction framework for dual-spectral CT (DSCT) that integrates iterative methods with deep learning models. The reconstruction process consists of two com…
A multilayer level-set method for eikonal-based traveltime tomography
Wenbin Li, Ken K. T. Hung, Shingyu Leung
We present a novel multilayer level-set method (MLSM) for eikonal-based first-arrival traveltime tomography. Unlike classical level-set approaches that rely solely on the zero-leve…
Uni-Mlip: Unified Self-supervision for Medical Vision Language Pre-training
Ameera Bawazir, Kebin Wu, Wenbin Li
Recent advancements in vision-language pre-training via contrastive learning have significantly improved performance across computer vision tasks. However, in the medical domain, o…
IPixMatch: Boost Semi-supervised Semantic Segmentation with Inter-Pixel Relation
Kebin Wu, Wenbin Li, Xiaofei Xiao
The scarcity of labeled data in real-world scenarios is a critical bottleneck of deep learning's effectiveness. Semi-supervised semantic segmentation has been a typical solution to…
Continual Offline Reinforcement Learning via Diffusion-based Dual Generative Replay
Jinmei Liu, Wenbin Li, Xiangyu Yue +3
We study continual offline reinforcement learning, a practical paradigm that facilitates forward transfer and mitigates catastrophic forgetting to tackle sequential offline tasks.…
AccidentGPT: Large Multi-Modal Foundation Model for Traffic Accident Analysis
Kebin Wu, Wenbin Li, Xiaofei Xiao
Traffic accident analysis is pivotal for enhancing public safety and developing road regulations. Traditional approaches, although widely used, are often constrained by manual anal…