Name: Sanghyun Son
Type: User
Company: Samsung Advanced Institute of Technology
Bio: BS: ECE, Seoul National University (2013.03 ~ 2017.02)
Ph.D.: ECE, Seoul National University (2017.03 ~ 2023.08)
Location: Gyeonggi-do, Korea
Blog: https://sanghyun-son.github.io
Sanghyun Son's Projects
A PyTorch implementation of widely-used bicubic interpolation, which is fully compatible with MATLAB.
Deep Clustering for Unsupervised Learning of Visual Features
Detectron2 is FAIR's next-generation platform for object detection and segmentation.
PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)
Release for Improved Denoising Diffusion Probabilistic Models
Learning Continuous Image Representation with Local Implicit Image Function, in CVPR 2021 (Oral)
MLPerf Mobile benchmarks
NPEX Image Restoration Lab.
NTIRE 2020 Image Deblurring Challenge: Track 2 on Smartphone
Learned Perceptual Image Patch Similarity (LPIPS) metric. In CVPR, 2018.
Tensors and Dynamic neural networks in Python with strong GPU acceleration
Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning (CVPR 2018 Spotlight)
Datasets, Transforms and Models specific to Computer Vision