MVSC-Bench: A Tool to Benchmark Classification Methods for Multivariate Spatiotemporal Data. - Siddhant Kulkarni; Farnoush Banaei Kashani (SSTD, 2017)

ViT - Inception - GAN for Image Colourisation. - Tejas Bana; Jatan Loya; Siddhant Kulkarni (LOD, 2021)

ViT-Inception-GAN for Image Colourising. - Tejas Bana; Jatan Loya; Siddhant Kulkarni (CoRR, 2021)

Comparative Analysis of Transformers for Modeling Tabular Data: A Casestudy using Industry Scale Dataset. - Usneek Singh; Piyush Arora; Shamika Ganesan; Mohit Kumar; Siddhant Kulkarni; Salil Rajeev Joshi (COMAD/CODS, 2024)

Linear Decision Trees: A Comparative Study with Insights on ReLU Neural Networks. - Nirmal Govindaraj; Kumarakrishna Valeti; Siddhant Kulkarni; Nandan Surani; Hemant Rathore (CCNC, 2025)

DNN-GRAD: Exploiting Membership Inference for Adversarial Attacks on Malware Detection Models. - Siddhant Kulkarni; Hemant Rathore (CCNC, 2025)