Boyue Wang

Transferring SAM-pretrained 2D ViTs for semi-supervised 3D medical image segmentation

Experimental results show that the approach outperforms the state-of-the-art on the Pancreas-CT dataset by a large margin and enables rapid transfer learning from 2D-pretrained models to 3D medical tasks with few labeled data, making it especially valuable for rare disease diagnosis.

Tld-yolo: an enhanced YOLO framework for accurate and real-time UAV inspection of transmission line defects

Training-free counterfactual hallucination mitigation method for large vision-language models

This work proposes CounterfactualLVLM, a training-free and plug-and-play framework that mitigates object hallucinations via small-model-assisted counterfactual reasoning and highlights the power of counterfactual guidance as a simple yet effective paradigm for enhancing factual grounding in LVLM-based multi-modal reaso...