activity
20192026
most citedInteractive Mars Image Content-Based Search with Interpretable Machine Learning

2 citations · 3 across the 4 of their papers we have counts for

collaborators
Showing 2026Show all

2 papers · 1 filter

cs.AI2026

GLARE: A Natural Language Interface for Querying Global Explanations

Bhavan Vasu, Rajesh Mangannavar

While global explanations are crucial for understanding vision models across datasets, classes, and decision contexts, their complex and monolithic nature often hinders practical e…

cs.CV2026

Local-to-Global Logical Explanations for Deep Vision Models

Bhavan Vasu, Giuseppe Raffa, Prasad Tadepalli

While deep neural networks are extremely effective at classifying images, they remain opaque and hard to interpret. We introduce local and global explanation methods for black-box…