2 papers
cs.LG2025
Unsupervised Structural-Counterfactual Generation under Domain Shift
Krishn Vishwas Kher, Lokesh Venkata Siva Maruthi Badisa, Saksham Mittal +3
Motivated by the burgeoning interest in cross-domain learning, we present a novel generative modeling challenge: generating counterfactual samples in a target domain based on factu…
cs.CV2024
Inpainting the Gaps: A Novel Framework for Evaluating Explanation Methods in Vision Transformers
Lokesh Badisa, Sumohana S. Channappayya
The perturbation test remains the go-to evaluation approach for explanation methods in computer vision. This evaluation method has a major drawback of test-time distribution shift…