A framework for analyzing single-cell genomics data, in which geometrical properties are harnessed to obtain insights on cellular diversity, including precise clustering, clear visualizations, and ...

Abstract: Denoising autoencoders have been previously shown to be competitive alternatives to restricted Boltzmann machines for unsupervised pretraining of each layer of a deep architecture. We show ...

Abstract: Video summarization aims to seek the most important information from a source video while still retaining its primary content. In practical application, unsupervised video summarizers are ...

The encoder part of CrossMAE matches exactly with MAE. Therefore, we use the same code for fine-tuning. We also encourage you to try CrossMAE checkpoints in your downstream applications. These models ...