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Expand Up @@ -93,6 +93,8 @@ Public course content and lecture videos from [11-777 Multimodal Machine Learnin

### Multimodal Representations

[Demonstrating and Reducing Shortcuts in Vision-Language Representation Learning](https://arxiv.org/abs/2402.17510), TMLR 2024 [[code]](https://github.com/MauritsBleeker/svl-framework)

[Identifiability Results for Multimodal Contrastive Learning](https://arxiv.org/abs/2303.09166), ICLR 2023 [[code]](https://github.com/imantdaunhawer/multimodal-contrastive-learning)

[Unpaired Vision-Language Pre-training via Cross-Modal CutMix](https://arxiv.org/abs/2206.08919), ICML 2022.
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