Search Results for author: Jinze Zhao

Found 3 papers, 1 papers with code

Generalization Error Analysis for Sparse Mixture-of-Experts: A Preliminary Study

no code implementations26 Mar 2024 Jinze Zhao, Peihao Wang, Zhangyang Wang

Specifically, we investigate the impact of the number of data samples, the total number of experts, the sparsity in expert selection, the complexity of the routing mechanism, and the complexity of individual experts.

Learning Theory

Meta ControlNet: Enhancing Task Adaptation via Meta Learning

1 code implementation3 Dec 2023 Junjie Yang, Jinze Zhao, Peihao Wang, Zhangyang Wang, Yingbin Liang

However, vanilla ControlNet generally requires extensive training of around 5000 steps to achieve a desirable control for a single task.

Edge Detection Image Generation +1

CrossEAI: Using Explainable AI to generate better bounding boxes for Chest X-ray images

no code implementations29 Oct 2023 Jinze Zhao

By using weighted average of Guided Backpropagation and Grad-CAM++, we are able to generate bounding boxes which are closer to the ground truth.

Feature Importance

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