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Hello ! I'm Junhyuk So, currently Ph.D studetn in POSTECH(Pohang Univserity of Science and Technology)

My main research interests lies in efficiency of deep learning system. This includes hardware aspects, software aspects, and mathematical aspects as well.

CV : CV
Homepage : https://junhyukso.github.io
Lab : EcoLab
Email : [email protected].

Junhyuk So's Projects

conv_arithmetic icon conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

cross-scale-non-local-attention icon cross-scale-non-local-attention

PyTorch code for our paper "Image Super-Resolution with Cross-Scale Non-Local Attention and Exhaustive Self-Exemplars Mining" (CVPR2020).

ddtb icon ddtb

Pytorch implementation of our paper -- Dynamic Dual Trainable Bounds for Ultra-low Precision Super-Resolution Networks

edsr-pytorch icon edsr-pytorch

PyTorch version of the paper 'Enhanced Deep Residual Networks for Single Image Super-Resolution' (CVPRW 2017)

face-sketch-wild icon face-sketch-wild

Semi-Supervised Learning for Face Sketch Synthesis in the Wild, ACCV2018

junhyukso.github.io icon junhyukso.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

once-for-all icon once-for-all

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

sent_debias icon sent_debias

[ACL 2020] Towards Debiasing Sentence Representations

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