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Jiayi Wu

2 papers indexed

arxivcs.AIcs.LO2026-07-07

ITPEval: Benchmarking Formal Translation Across Interactive Theorem Provers

Jiayi Wu, Robert Joseph George, Anima Anandkumar

Formal theorem proving has emerged as a frontier challenge for machine learning, yet the ecosystem is fragmented: proofs remain siloed across incompatible systems, limiting both training data for learning-based provers and the portability of verified results. We present ITPEval,…

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arxivcs.CV2026-06-30

WaterGen: Decoupling Scene and Medium in Underwater Image Generation

Jiayi Wu, Tianfu Wang, Tianyi Xiong, Dehao Yuan, Xiaomin Lin, Md Jahidul Islam, et al.

Underwater computer vision tasks, such as detection, restoration, and segmentation, are limited by the scarcity of large-scale and diverse training data. We introduce WaterGen, a method for generating large-scale, realistic, and diverse underwater images that provides independent…

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