2 papers
cs.CL2025
Leveraging Conditional Mutual Information to Improve Large Language Model Fine-Tuning For Classification
Thanushon Sivakaran, En-Hui Yang
Although large language models (LLMs) have demonstrated remarkable capabilities in recent years, the potential of information theory (IT) to enhance LLM development remains underex…
cs.CV2024
KPCA-CAM: Visual Explainability of Deep Computer Vision Models using Kernel PCA
Sachin Karmani, Thanushon Sivakaran, Gaurav Prasad +3
Deep learning models often function as black boxes, providing no straightforward reasoning for their predictions. This is particularly true for computer vision models, which proces…