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06/16/2023
Drag-guided diffusion models for vehicle image generation
Denoising diffusion models trained at web-scale have revolutionized imag...
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06/08/2023
Interpreting and Improving Diffusion Models Using the Euclidean Distance Function
Denoising is intuitively related to projection. Indeed, under the manifo...
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05/26/2023
Surrogate Modeling of Car Drag Coefficient with Depth and Normal Renderings
Generative AI models have made significant progress in automating the cr...
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05/23/2022
Low-Rank Univariate Sum of Squares Has No Spurious Local Minima
We study the problem of decomposing a polynomial p into a sum of r squar...
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07/15/2021
FewCLUE: A Chinese Few-shot Learning Evaluation Benchmark
Pretrained Language Models (PLMs) have achieved tremendous success in na...
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02/25/2021
Semidefinite Relaxations of Products of Nonnegative Forms on the Sphere
We study the problem of maximizing the geometric mean of d low-degree no...
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02/11/2020