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Hi there πŸ‘‹

If you have any question please feel free to contact me!
βœ‰οΈ [email protected]

πŸ“ I’m currently learning about Machine Learning/Deep Learning!

⚑Papers

  • CG μ˜μƒ μ΄ˆν•΄μƒν™”μ—μ„œμ˜ ν•™μŠ΅ 데이터 μ˜μ‘΄μ„± ν•œκ΅­μœ΅ν•©μ‹ ν˜Έμ²˜λ¦¬ν•™νšŒ ν•˜κ³„ν•™μˆ λŒ€νšŒ 논문집
  • Blanced Attention Mechanism을 ν™œμš©ν•œ CG/VR μ˜μƒμ˜ μ΄ˆν•΄μƒν™” ν•œκ΅­μœ΅ν•©μ‹ ν˜Έμ²˜λ¦¬ν•™νšŒλ…Όλ¬Έμ§€
  • 비지역 ν¬μ†Œ μ–΄ν…μ…˜ λ©”μ»€λ‹ˆμ¦˜μ„ ν™œμš©ν•œ μ΄ˆν•΄μƒν™”: Super-Resolution Using NLSA Mechanism μœ΅ν•©μ‹ ν˜Έμ²˜λ¦¬ν•™νšŒ 논문지
  • Image super-resolution using multi-scale non-local attention Journal of Electronic Imaging

Sowon KIM's Projects

ae-study icon ae-study

맀주 μΌμš”μΌ 21μ‹œλΆ€ν„° 22μ‹œκΉŒμ§€ μ§„ν–‰λ˜λŠ” μ•Œκ³ λ¦¬μ¦˜ 곡뢀

bam icon bam

we proposed a light-weigt but efficient blanced attention mechanism for SISR task.

basicsr icon basicsr

Open Source Image and Video Restoration Toolbox for Super-resolution, Denoise, Deblurring, etc. Currently, it includes EDSR, RCAN, SRResNet, SRGAN, ESRGAN, EDVR, etc. Also support StyleGAN2, DFDNet.

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).

dev-event icon dev-event

πŸŽ‰πŸŽˆ 개발자 {μ›¨λΉ„λ‚˜, 컨퍼런슀, 해컀톀} 행사λ₯Ό μ•Œλ €λ“œλ¦½λ‹ˆλ‹€. [with 남솑리 μ‚Όλ²ˆμ§€]

lg_aimers_hackathon icon lg_aimers_hackathon

(LG Aimers) 온라인 채널 μ œν’ˆ νŒλ§€λŸ‰ 예츑 AI 온라인 해컀톀

msnln icon msnln

PyTorch code for our paper "Image super-resolution using multi-scale non-local attention" (Journal of Electronic Imaging).

msnln_demo icon msnln_demo

Multi-Scale Non-Local Attention Network Demo Page

pytorch icon pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

wish-log icon wish-log

😎 A static blog using notion database

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