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Pathology Image Compression with Pre-trained Autoencoders

Srikar Yellapragada, Alexandros Graikos, Kostas Triaridis, Zilinghan Li, Tarak Nath Nandi, Ravi K Madduri, Prateek Prasanna, Joel Saltz, Dimitris Samaras

CVPR 2025

ZoomLDM: Latent Diffusion Model for multi-scale image generation

Srikar Yellapragada*, Alexandros Graikos*, Kostas Triaridis, Prateek Prasanna, Rajarsi Gupta, Joel Saltz, Dimitris Samaras

arXiv

Gen-SIS: Generative Self-augmentation Improves Self-supervised Learning

Varun Belagali*, Srikar Yellapragada*, Alexandros Graikos, Saarthak Kapse, Zilinghan Li, Tarak Nath Nandi, Ravi K Madduri, Prateek Prasanna, Joel Saltz, Dimitris Samaras

ECCV 2024

∞-Brush: Controllable Large Image Synthesis with Diffusion Models in Infinite Dimensions

Minh-Quan Le⋆, Alexandros Graikos⋆, Srikar Yellapragada, Rajarsi Gupta, Joel Saltz, Dimitris Samaras

CVPR 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

WACV 2024

PathLDM: Text Conditioned Latent Diffusion Model for Histopathology

Srikar Yellapragada*, Alexandros Graikos*, Prateek Prasanna, Tahsin Kurc, Joel Saltz, Dimitris Samaras