Nature

scCAN: single-cell clustering using autoencoder and network fusion

Advances in microfluidics have enabled the isolation of cells, making it possible to profile individual cells using single-cell sequencing technologies 1,2. This transcriptome profiling of individual ...
Nature

Variational autoencoder-based estimation of chronological age and changes in morphological features of teeth

This study led to the development of a variational autoencoder (VAE) for estimating the chronological age of subjects using feature values extracted from their teeth. Further, it determined how given ...
GitHub

Purrception: Variational Flow Matching for Vector-Quantized Image Generation

This repository contains the official PyTorch implementation for Purrception: Variational Flow Matching for Vector-Quantized Image Generation (Conference Paper in the Main Track at ICLR 2026).
GitHub

purrception_variational_flow_matching_for_vector-quantized_image_generation.md

description [ICLR 2026][Image Generation][variational flow matching] This paper proposes Purrception, an image generation method that adapts Variational Flow Matching (VFM) to vector-quantized (VQ) ...