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: 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 ...

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 ...

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 ...