activity
20222026
most citedA SSIM Guided cGAN Architecture For Clinically Driven Generative Image Synthesis of Multiplexed Spatial Proteomics Channels

10 citations · 25 across the 12 of their papers we have counts for

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cs.CV2026

UNIStainNet: Foundation-Model-Guided Virtual Staining of H&E to IHC

Jillur Rahman Saurav, Thuong Le Hoai Pham, Pritam Mukherjee +3

Virtual immunohistochemistry (IHC) staining from hematoxylin and eosin (H&E) images can accelerate diagnostics by providing preliminary molecular insight directly from routine sect…

cs.CV2025

Dual Codebook VQ: Enhanced Image Reconstruction with Reduced Codebook Size

Parisa Boodaghi Malidarreh, Jillur Rahman Saurav, Thuong Le Hoai Pham +5

Vector Quantization (VQ) techniques face significant challenges in codebook utilization, limiting reconstruction fidelity in image modeling. We introduce a Dual Codebook mechanism…