paired-data

Native R and Python sample-deletion robustness for omics: candidate certificates, minimum deletion bounds, Bioconductor model refits and donor-level pseudobulk

[TPAMI 2023 / ACMMM 2022 Best Paper Runner-Up Award] Learnability Enhancement for Low-light Raw Denoising: Where Paired Real Data Meets Noise Modeling (a Data Perspective)

Learning image-to-image translation using paired and unpaired training samples

Curated Turkish prompt-injection dataset by Enes Deniz, with paired benign and attack examples for LLM security and AI red/blue teaming.

This project implements a CycleGAN-based method for image dehazing on a paired dataset containing hazy images and their corresponding ground truth clear images.

A reproducible R workflow for paired count data, repeated experimental units, beta-binomial and negative-binomial models, and synthetic-data validation.