Region Extraction Based Approach for Cigarette Usage Classification Using Deep Learning. - Anshul Pundhir; Deepak Verma; Puneet Kumar 003; Balasubramanian Raman (CVIP (2), 2021)

Towards Improved Skin Lesion Classification using Metadata Supervision. - Anshul Pundhir; Saurabh Dadhich; Ananya Agarwal; Balasubramanian Raman (ICPR, 2022)

Visually Aware Metadata-Guided Supervision for Improved Skin Lesion Classification Using Deep Learning. - Anshul Pundhir; Ananya Agarwal; Saurabh Dadhich; Balasubramanian Raman (EPIMI/ML-CDS@MICCAI, 2022)

Differentially Private Spiking Variational Autoencoder. - Srishti Yadav; Anshul Pundhir; Tanish Goyal; Balasubramanian Raman; Sanjeev Kumar 001 (ICPR (15), 2024)

Towards Ethical Dermatology: Mitigating Bias in Skin Condition Classification. - Anshul Pundhir; Sanchit Verma; Balasubramanian Raman (IJCNN, 2024)

Unveiling Robustness of Spiking Neural Networks against Data Poisoning Attacks. - Srishti Yadav; Anshul Pundhir; Balasubramanian Raman; Sanjeev Kumar 001 (IJCNN, 2024)

Biasing & Debiasing based Approach Towards Fair Knowledge Transfer for Equitable Skin Analysis. - Anshul Pundhir; Balasubramanian Raman; Pravendra Singh (CoRR, 2024)

Echoes of images: multi-loss network for image retrieval in vision transformers. - Anshul Pundhir; Shivam Sagar; Pradeep Singh; Balasubramanian Raman (Medical Biol. Eng. Comput., 2024)

Towards improved U-Net for efficient skin lesion segmentation. - Kishore Babu Nampalle; Anshul Pundhir; Pushpamanjari Ramesh Jupudi; Balasubramanian Raman (Multim. Tools Appl., 2024)

Secure Generalization through Stochastic Bidirectional Parameter Updates Using Dual-Gradient Mechanism. - Shourya Goel; Himanshi Tibrewal; Anant Jain; Anshul Pundhir; Pravendra Singh (CoRR, 2025)