Machine vision therapy: Multimodal large language models can enhance visual robustness via denoising in-context learning
Although pre-trained models such as Contrastive Language-Image Pre-Training (CLIP)
show impressive generalization results, their robustness is still limited under Out-of …
show impressive generalization results, their robustness is still limited under Out-of …
Forging vision foundation models for autonomous driving: Challenges, methodologies, and opportunities
The rise of large foundation models, trained on extensive datasets, is revolutionizing the
field of AI. Models such as SAM, DALL-E2, and GPT-4 showcase their adaptability by …
field of AI. Models such as SAM, DALL-E2, and GPT-4 showcase their adaptability by …
CDSG-SAM: A cross-domain self-generating prompt few-shot brain tumor segmentation pipeline based on SAM
Y Yang, X Fang, X Li, Y Han, Z Yu - Biomedical Signal Processing and …, 2025 - Elsevier
In clinical practice, accurate segmentation of brain tumor regions is essential for patient
treatment and survival. Accurate brain tumor segmentation is an important task and it is …
treatment and survival. Accurate brain tumor segmentation is an important task and it is …