AI 공부 도전기

1. [논문 Summary] CSRNet (2018 CVPR) "CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes"
   2022.12.15
2. [논문 Summary] NCSN (2019 NIPS) "Generative Modeling by Estimating Gradients of the data distribution"
   2022.12.08
3. [논문 Summary] DDPM (2020 NIPS) "Denoising diffusion probabilistic models"
   2022.12.08
4. [논문 Summary] Diffusion model 시초 (2015 ICML) "Deep Unsupervised Learning Using Nonequilibrium Thermodynamics"
   2022.08.03
5. [논문 Summary] StarGAN v2 (2020 CVPR) "StarGAN v2: Diverse Image Synthesis for Multiple Domains"
   2022.06.20
6. [논문 Summary] StyleGAN2-Ada (2020 NIPS) "Training Generative Adversarial Networks with Limited Data"
   2022.06.02
7. [논문 Summary] YOLO v1 (2016 CVPR) "You Only Look Once: Unified, Real-Time Object Detection"
   2022.05.31
8. [논문 Summary] BEGAN (2017 arxiv) "BEGAN: Boundary Equilibrium Generative Adversarial Networks"
   2022.05.23
9. [논문 Summary] StyleGAN2 (2020 CVPR) "Analyzing and Improving the Image Quality of StyleGAN"
   2022.05.15
10. [논문 Summary] StyleGAN (2019 CVPR) "A Style-Based Generator Architecture for Generative Adversarial Networks"
    2022.05.11
11. [논문 Summary] PointRCNN (2019 CVPR) "PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud"
    2022.05.03
12. [논문 Summary] NeRF (2020 ECCV) "NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis"
    2022.04.28
13. [논문 Summary] StarGAN (2018 CVPR) "StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation"
    2022.04.11
14. [논문 Summary] CycleGAN (2017 ICCV) "Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks"
    2022.04.08
15. [논문 Summary] Real-ESRGAN (2021 ICLRW) "Real-ESRGAN: Training Real-World Blind Super-Resolution with Pure Synthetic Data"
    2022.04.06