no code implementations • 14 Dec 2020 • Rebecca W. Smaha, Idris Boukahil, Charles J. Titus, Jack Mingde Jiang, John P. Sheckelton, wei he, Jiajia Wen, John Vinson, Suyin Grass Wang, Yu-Sheng Chen, Simon J. Teat, Thomas P. Devereaux, C. Das Pemmaraju, Young S. Lee
Realizing a quantum spin liquid (QSL) ground state in a real material is a leading issue in condensed matter physics research.
Strongly Correlated Electrons Materials Science
1 code implementation • CVPR 2020 • Yu-Lun Liu, Wei-Sheng Lai, Yu-Sheng Chen, Yi-Lung Kao, Ming-Hsuan Yang, Yung-Yu Chuang, Jia-Bin Huang
We model the HDRto-LDR image formation pipeline as the (1) dynamic range clipping, (2) non-linear mapping from a camera response function, and (3) quantization.
no code implementations • ICLR 2019 • Chieh Hubert Lin, Chia-Che Chang, Yu-Sheng Chen, Da-Cheng Juan, Wei Wei, Hwann-Tzong Chen
The fact that the patch generation process is independent to each other inspires a wide range of new applications: firstly, "Patch-Inspired Image Generation" enables us to generate the entire image based on a single patch.
1 code implementation • ICCV 2019 • Chieh Hubert Lin, Chia-Che Chang, Yu-Sheng Chen, Da-Cheng Juan, Wei Wei, Hwann-Tzong Chen
On the computation side, COCO-GAN has a built-in divide-and-conquer paradigm that reduces memory requisition during training and inference, provides high-parallelism, and can generate parts of images on-demand.
Ranked #1 on Image Generation on CelebA-HQ 64x64
1 code implementation • CVPR 2018 • Yu-Sheng Chen, Yu-Ching Wang, Man-Hsin Kao, Yung-Yu Chuang
First, we augment the U-Net with global features and show that it is more effective.
no code implementations • 11 Feb 2018 • Nai-Sheng Syu, Yu-Sheng Chen, Yung-Yu Chuang
The proposed models and the thorough experiments together demonstrate that CNN is an effective and versatile tool for solving the demosaicing problem.
no code implementations • 25 Sep 2015 • Cheng-Shang Chang, Wanjiun Liao, Yu-Sheng Chen, Li-Heng Liou
Such a duality result leads to a dual K-sets algorithm for clustering a set of data points with a cohesion measure.