Official Implementation of "Adapt and Explore: Multimodal Mixup for Representation Learning"
conda env create -f m3ixup.yml
conda activate m3ixup
poetry install
cd download/
bash download_unsupervised_dataset.sh
bash download_supervised_dataset.sh
bash download_rl_dataset.sh
To replicate the results, download the pretrained models:
cd download/
bash download_unsupervised_pretrain_m3ixup_models.sh
bash download_supervised_pretrain_m3ixup_models.sh
bash download_rl_pretrain_m3ixup_models.sh
We would like to express our gratitude to huggingface and gmc, which are of great help to our work.