Parth Badgujar
Core Member, DSG IIT Roorkee
Education
- B.Tech, Electronics and Comminucation, IIT Roorkee (2022–2026)
Research Interests
- Diffusion Models
- Machine Learning Systems
- Machine Learning Security
- Generative Modelling
Projects
- Diffusion Everything
Developed visual demonstrations of diffusion processes using 2D/3D datasets and implemented DDPM/DDIM sampling techniques. - TransXGBoost
Developed algorithm for low light image restoration using XGBoost for histogram transformation and Vision Transformer for furthur filtering. - Fast Diffusion
Implemented caching techniques for faster inference in Diffusion Transformers
Publications
- Singhal, S., Badgujar P., & Bhardwaj, D. (2025). One Noise to Fool Them All : Universal Adversarial Defenses Against Image Editing The 5th Workshop of Adversarial Machine Learning on Computer Vision: Foundation Models + X at CVPR 2025 (Co-Author)