Code to reproduce the experiments of the ICLR 2024 (spotlight) paper "On the Stability of Iterative Retraining of Generative Models on their Own Data" https://arxiv.org/abs/2310.00429. You will need to install the following packages: edm, fls, conditional-flow-matching (and optionally ddpm-torch)
Install
git clone https://github.com/NVlabs/edm.git
cd edm
conda env create -f environment.yml -n edm
conda activate edm
conda install pytorch==1.12.1 torchvision==0.13.1 torchaudio==0.12.1 cudatoolkit=11.6 -c pytorch -c conda-forge
cd ..
git clone https://github.com/marcojira/fls.git
cd fls
pip install -e .
pip install wandb
cd ..
git clone git@github.com:atong01/conditional-flow-matching.git
cd conditional-flow-matching
pip install -e .