Evaluating and Bench-Marking Object Detection Models for Traffic Sign and Traffic Light Datasets. - Ashutosh Mishra; Aman Kumar; Shubham Mandloi; Khushboo Anand; John Michael Sujay Zakkam; Seeram Sowmya; Avinash Thakur (ACCV (Workshops), 2022)

Can we learn better with hard samples? - Subin Sahayam; John Michael Sujay Zakkam; Umarani Jayaraman (CoRR, 2023)

CoDeiT: Contrastive Data-Efficient Transformers for Deepfake Detection. - John Michael Sujay Zakkam; Umarani Jayaraman; Subin Sahayam; Ajita Rattani (ICPR (32), 2024)

Detection of Under-represented Samples Using Dynamic Batch Training for Brain Tumor Segmentation from MR Images. - Subin Sahayam; John Michael Sujay Zakkam; Yoga Sri Varshan V; Umarani Jayaraman (CoRR, 2024)