1 citations · 2 across the 7 of their papers we have counts for
4 papers · 1 filter
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…