May 16, 2024, 3:14 p.m. | Subarna Tripathi

Towards Data Science - Medium towardsdatascience.com

We explore novel video representations methods that are equipped with long-form reasoning capability. This is part II focusing on sparse video-text transformers. See Part I on video as graphs. And Part III provides a sneak peek into our latest and greatest explorations.

The first blog in this series was about learning explicit sparse graph-based video representation methods for “long-form” video representation learning. They are effective methods; however, they were not end-to-end trainable. We needed to rely on other CNN or …

blog capability cvpr cvpr-2024 explore form graphs iii latest novel part reasoning representation representation learning series sparse-transformer text transformers video video-text-pretraining

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