Diffusion Models & Inversion
Exploring diffusion models and inversion techniques, with an interest in their use for learning and manipulating data.
M.Tech Student · IIT Bombay
Hi, I'm Vinay Bujja.
I'm a graduate student interested in machine learning, generative AI, and the mathematical ideas behind modern AI.
About me
I'm currently pursuing my M.Tech at IIT Bombay. I'm exploring machine learning through coursework, research projects, and hands-on experimentation.
At the moment, I'm particularly curious about diffusion models, generative modeling, optimization, and machine learning theory.
Projects
Neural Network Ablation Study
Studying how network depth and width affect image classification performance using controlled experiments on MNIST.
More projects coming soon
This section can grow as you complete coursework, research, and personal projects.
Research interests
Machine Learning
Generative AI
Diffusion Models
Optimization
Deep Learning
Stochastic Processes
Education
M.Tech — IIT Bombay
Systems and Control Engineering · 2025 – Present
GPA 8.18
B.Tech — NIT Rourkela
Chemical Engineering · 2018 – 2022
GPA 7.08
Currently learning
Machine Learning · Diffusion Models · Probability · Optimization · Deep Learning · Python / PyTorch
Let's connect
If you're interested in similar topics, feel free to reach out.