5 papers
PRIVATEEDIT: A Privacy-Preserving Pipeline for Face-Centric Generative Image Editing
Dipesh Tamboli, Vineet Punyamoorty, Atharv Pawar +1
Recent advances in generative image editing have enabled transformative applications, from professional head shot generation to avatar stylization. However, these systems often req…
Augmenting generative models with biomedical knowledge graphs improves targeted drug discovery
Aditya Malusare, Vineet Punyamoorty, Vaneet Aggarwal
Recent breakthroughs in generative modeling have demonstrated remarkable capabilities in molecular generation, yet the integration of comprehensive biomedical knowledge into these…
Contrastive Cross-Modal Learning for Infusing Chest X-ray Knowledge into ECGs
Vineet Punyamoorty, Aditya Malusare, Vaneet Aggarwal
Modern diagnostic workflows are increasingly multimodal, integrating diverse data sources such as medical images, structured records, and physiological time series. Among these, el…
Dynamic Obstacle Avoidance through Uncertainty-Based Adaptive Planning with Diffusion
Vineet Punyamoorty, Pascal Jutras-Dubé, Ruqi Zhang +3
By framing reinforcement learning as a sequence modeling problem, recent work has enabled the use of generative models, such as diffusion models, for planning. While these models a…
Size Dependence in Flux-Flow Hall Effect using Time-Dependent Ginzburg-Landau Equations
Vineet Punyamoorty, Aditya Malusare, Shamashis Sengupta +2
We study the Hall effect in square, planar type-II superconductors using numerical simulations of time dependent Ginzburg-Landau (TDGL) equations. The Hall field in some type-II su…