Binarized Neural Network for Single Image Super Resolution

no code implementations • ECCV 2020 • Jingwei Xin, Nannan Wang, Xinrui Jiang, Jie Li, Heng Huang, Xinbo Gao

Lighter model and faster inference are the focus of current single image super-resolution (SISR) research.

Binarization Image Super-Resolution +1

Foundation Model for Advancing Healthcare: Challenges, Opportunities, and Future Directions

1 code implementation • 4 Apr 2024 • Yuting He, Fuxiang Huang, Xinrui Jiang, Yuxiang Nie, Minghao Wang, Jiguang Wang, Hao Chen

To answer these questions, a comprehensive and deep survey of the challenges, opportunities, and future directions of HFMs is presented in this survey.

NLCG-Net: A Model-Based Zero-Shot Learning Framework for Undersampled Quantitative MRI Reconstruction

1 code implementation • 22 Jan 2024 • Xinrui Jiang, Yohan Jun, Jaejin Cho, Mengze Gao, Xingwang Yong, Berkin Bilgic

Typical quantitative MRI (qMRI) methods estimate parameter maps after image reconstructing, which is prone to biases and error propagation.

MRI Reconstruction Zero-Shot Learning

Facial Attribute Capsules for Noise Face Super Resolution

no code implementations • 16 Feb 2020 • Jingwei Xin, Nannan Wang, Xinrui Jiang, Jie Li, Xinbo Gao, Zhifeng Li

In the SR processing, we first generated a group of FACs from the input LR face, and then reconstructed the HR face from this group of FACs.

Attribute Hallucination +1