Search Results for author: Gregory Howe

Found 2 papers, 0 papers with code

Harmony: A Generic Unsupervised Approach for Disentangling Semantic Content From Parameterized Transformations

no code implementations CVPR 2022 Mostofa Rafid Uddin, Gregory Howe, Xiangrui Zeng, Min Xu

Harmony leverages a simple cross-contrastive learning framework with multiple explicitly parameterized latent representations to disentangle content from transformations.

Contrastive Learning Disentanglement

End-to-End Robust Joint Unsupervised Image Alignment and Clustering

no code implementations ICCV 2021 Xiangrui Zeng, Gregory Howe, Min Xu

To our knowledge, Jim-Net is the first end-to-end model that can simultaneously align and cluster images, which significantly improves the performance as compared to performing each task alone.

Clustering Electron Tomography

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