Shakarim Soltanayev

Researcher, Sony Europe Ltd.

Joined

July 2019

Names

Shakarim Soltanayev

Emails

****@gmail.com (Confirmed)

****@sony.com (Confirmed)

****@isize.co (Confirmed)

Personal Links

Career & Education History

Researcher

Sony Europe Ltd. (sony.com)

Present

Researcher

iSIZE Technologies (isize.co)

2022 – 2023

Researcher

Huawei Technologies Ltd. (huawei.com)

2020 – 2022

MS student

Ulsan National Institute of Science and Technology (unist.ac.kr)

2017 – 2019

Undergrad student

Nazarbayev University (nu.edu.kz)

2013 – 2017

Advisors, Relations & Conflicts

MS Advisor

Se Young Chun

2017 – 2019

Expertise

denoising

super-resolution

image enhancement

video enhancement

2017 – Present

generative neural networks

2017 – Present

deep learning

computer vision

2017 – Present

Publications

NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results
Ren Yang, Radu Timofte, Meisong Zheng, Qunliang Xing, Minglang Qiao, Mai Xu, Lai Jiang, Huaida Liu, Ying Chen, Youcheng Ben, Xiao Zhou, Chen Fu, Pei Cheng, Gang Yu, Junyi Li, Renlong Wu, Zhilu Zhang, Wei Shang, Zhengyao Lv, Yunjin Chen et al. (58 additional authors not shown)
- 2022 (modified: 16 May 2022)
- CoRR 2022
- Readers: Everyone
NTIRE 2022 Challenge on Super-Resolution and Quality Enhancement of Compressed Video: Dataset, Methods and Results
Ren Yang, Radu Timofte, Meisong Zheng, Qunliang Xing, Minglang Qiao, Mai Xu, Lai Jiang, Huaida Liu, Ying Chen, Youcheng Ben, Xiao Zhou, Chen Fu, Pei Cheng, Gang Yu, Junyi Li, Renlong Wu, Zhilu Zhang, Wei Shang, Zhengyao Lv, Yunjin Chen et al. (58 additional authors not shown)
- 2022 (modified: 18 Nov 2022)
- CVPR Workshops 2022
- Readers: Everyone
On Divergence Approximations for Unsupervised Training of Deep Denoisers Based on Stein's Unbiased Risk Estimator
Shakarim Soltanayev, Raja Giryes, Se Young Chun, Yonina C. Eldar
- 2020 (modified: 16 May 2022)
- ICASSP 2020
- Readers: Everyone
Unsupervised Training of Denoisers for Low-Dose CT Reconstruction Without Full-Dose Ground Truth
Kwanyoung Kim, Shakarim Soltanayev, Se Young Chun
- 2020 (modified: 16 May 2022)
- IEEE J. Sel. Top. Signal Process. 2020
- Readers: Everyone
Training Deep Learning Based Image Denoisers From Undersampled Measurements Without Ground Truth and Without Image Prior.
Magauiya Zhussip, Shakarim Soltanayev, Se Young Chun
- 2019 (modified: 10 Nov 2022)
- CVPR2019
- Readers: Everyone
Training Deep Learning Based Image Denoisers From Undersampled Measurements Without Ground Truth and Without Image Prior
Magauiya Zhussip, Shakarim Soltanayev, Se Young Chun
- 2019 (modified: 16 May 2022)
- CVPR 2019
- Readers: Everyone
Extending Stein's unbiased risk estimator to train deep denoisers with correlated pairs of noisy images
Magauiya Zhussip, Shakarim Soltanayev, Se Young Chun
- 2019 (modified: 16 May 2022)
- NeurIPS 2019
- Readers: Everyone
NTIRE 2019 Challenge on Real Image Denoising: Methods and Results
Abdelrahman Abdelhamed, Radu Timofte, Michael S. Brown, Songhyun Yu, Bumjun Park, Jechang Jeong, Seung-Won Jung, Dong-Wook Kim, Jae Ryun Chung, Jiaming Liu, Yuzhi Wang, Chi-Hao Wu, Qin Xu, Chuan Wang, Shaofan Cai, Yifan Ding, Haoqiang Fan, Jue Wang, Kai Zhang, Wangmeng Zuo et al. (38 additional authors not shown)
- 2019 (modified: 16 May 2022)
- CVPR Workshops 2019
- Readers: Everyone
Theoretical analysis on Noise2Noise using Stein's Unbiased Risk Estimator for Gaussian denoising: Towards unsupervised training with clipped noisy images
Magauiya Zhussip, Shakarim Soltanayev, Se Young Chun
- 2019 (modified: 16 May 2022)
- CoRR 2019
- Readers: Everyone
Training deep learning based denoisers without ground truth data
Shakarim Soltanayev, Se Young Chun
- 2018 (modified: 11 Nov 2022)
- NeurIPS 2018
- Readers: Everyone

View all 11 publications

Co-Authors

View all 133 co-authors