Search Results for author: Zixi Chen

Found 2 papers, 1 papers with code

Mask Conditional Synthetic Satellite Imagery

1 code implementation8 Feb 2023 Van Anh Le, Varshini Reddy, Zixi Chen, Mengyuan Li, Xinran Tang, Anthony Ortiz, Simone Fobi Nsutezo, Caleb Robinson

In this paper we propose a mask-conditional synthetic image generation model for creating synthetic satellite imagery datasets.

Data Augmentation Image Generation

What Makes a Good Explanation?: A Harmonized View of Properties of Explanations

no code implementations10 Nov 2022 Zixi Chen, Varshini Subhash, Marton Havasi, Weiwei Pan, Finale Doshi-Velez

In this work, we survey properties defined in interpretable machine learning papers, synthesize them based on what they actually measure, and describe the trade-offs between different formulations of these properties.

Interpretable Machine Learning

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