InterVLS: Interactive Model Understanding and Improvement with Vision-Language Surrogates

Jinbin Huang, Wenbin He, Liang Gou +2

Deep learning models are widely used in critical applications, highlighting the need for pre-deployment model understanding and improvement. Visual concept-based methods, while inc…