Generating Conceptual Explanations for DL based ECG Classification Model. - Amit Sangroya; Suparshva Jain; Lovekesh Vig; C. Anantaram; Arijit Ukil; Sundeep Khandelwal (FLAIRS, 2022)

Conceptual Explanations of ECG Classification using Large Language Models. - Amit Sangroya; Suparshva Jain; C. Anantaram; Lovekesh Vig (AIMLSystems, 2023)

DifCluE: Generating Counterfactual Explanations with Diffusion Autoencoders and modal clustering. - Suparshva Jain; Amit Sangroya; Lovekesh Vig (CoRR, 2025)