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variational autoencoder

2 papers across 2 sessions

Poster Session 1

1 paper
Wednesday, December 3, 2025 · 11:00 AM → 2:00 PM
Exhibit Hall C,D,E
TARFVAE: Efficient One-Step Generative Time Series Forecasting via TARFLOW based VAE
#2306 · Jiawen Wei, jiang lan, Pengbo Wei, Ziwen Ye, Teng Song, Chen Chen, Guangrui Ma

Poster Session 4

1 paper
Thursday, December 4, 2025 · 4:30 PM → 7:30 PM
Exhibit Hall C,D,E
PerturBench: Benchmarking Machine Learning Models for Cellular Perturbation Analysis
#1804 · Yan Wu, Esther Wershof, Sebastian Schmon, Marcel Nassar, Błażej Osiński, Ridvan Eksi, Zichao Yan, Rory Stark, Kun Zhang, Thore Graepel

We introduce PerturBench: a comprehensive model development and benchmarking framework for perturbation response modeling in single cells.