SIFT-DBT: Self-supervised Initialization and Fine-Tuning for Imbalanced Digital Breast Tomosynthesis Image Classification

1 code implementation • 19 Mar 2024 • Yuexi Du, Regina J. Hooley, John Lewin, Nicha C. Dvornek

This further exacerbates the data imbalance due to the case-level distribution in real-world data and leads to learning a trivial classification model that only predicts the majority class.

Image Classification

Conditional Generation of Audio from Video via Foley Analogies

1 code implementation • CVPR 2023 • Yuexi Du, Ziyang Chen, Justin Salamon, Bryan Russell, Andrew Owens

Second, we propose a model for generating a soundtrack for a silent input video, given a user-supplied example that specifies what the video should "sound like".