5 publication(s) trouvée(s)
Article scientifique
Cross-resolution generalization in ocean downscaling by a spectral-physical neural operator
Abstract High-fidelity downscaling is essential for capturing the complex, multi-scale dynamics of oceanic systems and improving the reliability of marine …
Article scientifique
Modular post-hoc enhancements for zero-shot histopathology classification using vision-language models
Abstract Zero-shot learning with vision-language models (VLMs) has shown promising results in histopathological image classification. However, existing approaches often under-utilize …
Article scientifique
Aortic KD former: aortic multiclass segmentation using SegFormer via knowledge distillation
Abstract In this paper, we investigate the effectiveness of knowledge distillation for semantic segmentation of aortic structures using deep learning …
Article scientifique
Predictive models for inorganic materials thermoelectric properties with machine learning
Abstract The high computational demand of the Density Functional Theory (DFT) based method for screening new materials properties remains a …
Article scientifique
Towards XAI agnostic explainability to assess differential diagnosis for Meningitis diseases
Abstract Meningitis, characterized by meninges and cerebrospinal fluid inflammation, poses diagnostic challenges due to diverse clinical manifestations. This work introduces …