CodeEditor: Learning to Edit Source Code with Pre-trained Models

Kavli Affiliate: Zhuo Li | First 5 Authors: Jia Li, Ge Li, Zhuo Li, Zhi Jin, Xing Hu | Summary: Developers often perform repetitive code editing activities for various reasons (e.g., code refactoring) during software development. Pre-trained code editing models have achieved the state-of-the-art (SOTA) results. Pre-trained models are first pre-trained with pre-training tasks and […]


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Mass-Metallicity Relation during the Epoch of Reionization in the CROC Simulations

Kavli Affiliate: Nickolay Gnedin | First 5 Authors: Isaac Noel, Hanjue Zhu, Nickolay Gnedin, , | Summary: The low-redshift mass-metallicity relation (MZR) is well studied, but the high-redshift MZR remains difficult to observe. To study the early MZR further, we analyze the Cosmic Reionization on Computers (CROC) simulations with a focus on the MZR from […]


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Precise Estimate of Charged Wino Decay Rate

Kavli Affiliate: Satoshi Shirai | First 5 Authors: Masahiro Ibe, Masataka Mishima, Yuhei Nakayama, Satoshi Shirai, | Summary: The Wino is an $mathrm{SU}(2)_{L}$ triplet Majorana fermion and a well-motivated dark matter candidate. The mass difference between the charged and the neutral Winos is small thanks to the $mathrm{SU}(2)_{L}$ symmetry. The small mass difference makes the […]


Continue.. Precise Estimate of Charged Wino Decay Rate

Precise Estimate of Charged Wino Decay Rate

Kavli Affiliate: Satoshi Shirai | First 5 Authors: Masahiro Ibe, Masataka Mishima, Yuhei Nakayama, Satoshi Shirai, | Summary: The Wino is an $mathrm{SU}(2)_{L}$ triplet Majorana fermion and a well-motivated dark matter candidate. The mass difference between the charged and the neutral Winos is small thanks to the $mathrm{SU}(2)_{L}$ symmetry. The small mass difference makes the […]


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Super-sample covariance of the power spectrum, bispectrum, halos, voids, and their cross covariances

Kavli Affiliate: Jia Liu | First 5 Authors: Adrian E. Bayer, Jia Liu, Ryo Terasawa, Alexandre Barreira, Yici Zhong | Summary: We study the effect of super-sample covariance (SSC) on the power spectrum and higher-order statistics: bispectrum, halo mass function, and void size function. We also investigate the effect of SSC on the cross covariance […]


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Few-shot Image Generation via Masked Discrimination

Kavli Affiliate: Jiansheng Chen | First 5 Authors: Jingyuan Zhu, Huimin Ma, Jiansheng Chen, Jian Yuan, | Summary: Few-shot image generation aims to generate images of high quality and great diversity with limited data. However, it is difficult for modern GANs to avoid overfitting when trained on only a few images. The discriminator can easily […]


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Few-shot Image Generation via Masked Discrimination

Kavli Affiliate: Jiansheng Chen | First 5 Authors: Jingyuan Zhu, Huimin Ma, Jiansheng Chen, Jian Yuan, | Summary: Few-shot image generation aims to generate images of high quality and great diversity with limited data. However, it is difficult for modern GANs to avoid overfitting when trained on only a few images. The discriminator can easily […]


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Ion-beam Assisted Sputtering of Titanium Nitride Thin Films

Kavli Affiliate: Clarence Chang | First 5 Authors: Timothy Draher, Tomas Polakovic, Juliang Li, Yi Li, Ulrich Welp | Summary: Titanium nitride is a material of interest for many superconducting devices such as nanowire microwave resonators and photon detectors. Thus, controlling the growth of TiN thin films with desirable properties is of high importance. In […]


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