Welcome! We are the computer vision lab at Stony Brook University. Under the supervision of professor Dimitris Samaras we are aiming to develop diffusion generative models for the Histopathology domain.

Recent Publications

• ZoomLDM: Latent Diffusion Model for multi-scale conditional histopathology image generation

  Srikar Yellapragada*, Alexandros Graikos*, Prateek Prasanna, Rajarsi Gupta, Joel Saltz, Dimitris Samaras,
  Computer Vision and Pattern Recognition Conference Workshop (CVPRW), 2024

• Learned Representation-Guided Diffusion Models for Large-Image Generation

  Alexandros Graikos*, Srikar Yellapragada*, Minh-Quan Le, Saarthak Kapse, Prateek Prasanna, Joel Saltz, Dimitris Samaras,
  Computer Vision and Pattern Recognition Conference (CVPR), 2024

• PathLDM: Text Conditioned Latent Diffusion Model for Histopathology

  Srikar Yellapragada*, Alexandros Graikos*, Prateek Prasanna, Tahsin Kurc, Joel Saltz, Dimitris Samaras,
  Winter Conference on Applications of Computer Vision (WACV), 2024

People

Alexandros Graikos	Srikar Yellapragada	Minh-Quan Le	Dimitris Samaras
Prateek Prasanna	Joel Saltz