At IISER Bhopal, my research group works on several state-of-the-art research topics, including biometrics recognition, computer vision, generative learning, signal processing, and medical data analysis. The research techniques aim to have a solid base in four properties: fair, accurate, trustworthy/transparent, and explainable. These properties, in combination, make FATE, which heavily controls the deployment of any machine learning or computer vision algorithms in the real world.
The lab, namely Trustworthy BiometraVision Lab, welcomes you to the sizzling world of ML and AI! At our forefront, we're dedicated to igniting your interest in cutting-edge topics that are hotter than ever. Some of the issues but not limited to which we dealt with are: -
Secure and Trustworthy Vision and Biometrics Identification (Spoofing, Adversaries, Deepfakes, Corruptions, etc)
Biometrics Recognition (face, iris, fingerprint, voice, etc)
Generative AI (Diffusion, GANs, etc)
Explainable AI
Effective and Efficient AI
Novel Deep Learning Architectures and Theory
3D Computer Vision (NeRF etc.)
Applications of AI such as Finance, Transportation, Medicine, Vision, NLP, Speech