AI 공부 도전기

1. [논문 Summary] PointRCNN (2019 CVPR) "PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud"
   2022.05.03
2. [논문 Summary] NeRF (2020 ECCV) "NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis"
   2022.04.28
3. [논문 Summary] StarGAN (2018 CVPR) "StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation"
   2022.04.11
4. [논문 Summary] CycleGAN (2017 ICCV) "Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks"
   2022.04.08
5. [논문 Summary] Real-ESRGAN (2021 ICLRW) "Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data"
   2022.04.06
6. [논문 Summary] SNGAN (2018 ICLR) "Spectral Normalization for Generative Adversarial Networks"
   2022.02.27
7. [논문 Summary] VAE (2014 ICLR) "Auto-Encoding Variational Bayes"
   2022.02.20
8. [논문 Summary] Neural Style Transfer (2016 CVPR) "Image Style Transfer Using Convolutional Neural Networks"
   2022.02.09
9. [논문 Summary] 2017 NIPS (Transformer) "Attention is all you need" (Transformer) Summary
   2021.08.29
10. [논문 Summary] 2017 ICCV "Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization"
    2021.08.09
11. SPSAGAN - Super Resolution Using Segmentation-Prior Self-Attention Generative Adversarial Network 요약
    2021.05.17
12. "Image Super-Resolution using Gradient Profile Prior" 요약 - CVPR 2008
    2021.05.11
13. LPIPS(1801. The Unreasonable Effectiveness of Deep Features as a Perceptual Metric) Summary
    2021.04.29
14. SPSR 논문 Full Reading - Structure-Preserving Super Resolution with Gradient Guidance
    2021.02.23
15. Relativistic GAN Summary & Experiment (Relativistic discriminator: a key element missing from standard GAN)
    2021.01.09