/CML

offical implementation of "Calibrating Multimodal Learning" on ICML 2023

Primary LanguagePython

Calibrating Multimodal Learning (CML)

This repository contains the code of Calibrating Multimodal Learning (CML). Here we provide a demo and detailed instructions for constructing CML on several dataset.

Requirment

Pytorch 1.3.0

Python 3

scikit-learn

numpy

scipy

Example Experiments

This repository contains experimental code mentioned in the paper.

Training and Testing

  • train miwae without mcca:

    python miwae/train.py

  • train miwae with mcca:

    python miwae/train.py --beta 10

  • test miwae without mcca:

    python miwae/test_metrics.py

  • test miwae with mcca:

    python miwae/test_metrics.py --beta 10