I am a Scientific Researcher in Visual Computing & Artificial Intelligence group at Technical University of Munich.
I am guided by Prof. Matthias Nießner. My research interest lies in Computer Vision,
Multimodal Learning, 3D Human Motion Modeling and Generation.
I have completed MS by Research at CVIT, IIIT
Hyderabad under the guidance of Prof. C.V. Jawahar and Prof. Vinay P. Namboodiri. My graduate research focused on
Lip-Sync, Talking Head Generation, and Face Reenactment, along with their optimization for real-world
problems. I also have worked on the task of Table Detection in Document Images with high accuracy
under the guidance of Prof. C.V. Jawahar and Dr. Ajoy Mondal. Prior to this, I was working as a Data
Scientist with couple of companies, broadly in the domain of Facial Recognition, Video
surveillance using AI, and Document Image Processing.
My work has been published in top computer vision and machine learning conferences.
Contact: madhav
[CV] | [Google Scholar] | [LinkedIn] | [GitHub] | [Mail] | [arXiv] |
Dec 2023: Understanding the Generalization of Pretrained Diffusion Models on Out-of-Distribution Data got accepted to AAAI 2024 (Oral).
Sept 2023: Joined Visual Computing & Artificial Intelligence, Technical University of Munich as a Scientific Researcher under Prof. Matthias Nießner.
June 2023: Successfully defended MS thesis Face Reenactment: Crafting Realistic Talking Heads for Enhanced Video Communication and Beyond.
June 2023: Invited at AKG Engineering College to give Guest Lecture on Generative AI.
May 2023: Dataset Agnostic Document Object Detection got accepted to Pattern Recognition journal.
Apr 2023: Awarded with 'Non-Academic Award' by IIIT-Hyderabad for contribution towards Mental Health on campus.
Sep 2022: Compressing Video Calls using Synthetic Talking Heads got accepted to BMVC 2022.
Aug 2022: Audio-Visual Face Reenactment got accepted to WACV 2023.
Jan 2021: Joined CVIT, IIIT-Hyderabad as a full-time MS by Research student under Prof. C.V. Jawahar.
Oct 2020: CDeC-Net: Composite Deformable Cascade Network for Table Detection in Document Images got accepted to ICPR 2020 (