AI 공부 도전기

1. [논문 Summary] SAFECount(2023 WACV) "Few-shot Object Counting with Similarity-Aware Feature Enhancement"
   2023.02.28
2. [논문 Summary] CSPNet (2020 CVPR) "CSPNet: A New Backbone that can Enhance Learning Capability of CNN"
   2023.01.15
3. [논문 Summary] CutMix (2019 ICCV) "CutMix : Regularization Strategy to Train Strong Classifiers with Localizable Features"
   2023.01.14
4. [논문 Summary] P2PNet (2021 ICCV) "Rethinking Counting and Localization in Crowds_A Purely Point-Based Framework"
   2022.12.31
5. [논문 Summary] DDIM (2021 ICLR) "Denoising Diffusion Implicit Models"
   2022.12.31
6. [논문 Summary] CSRNet (2018 CVPR) "CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes"
   2022.12.15
7. [논문 Summary] NCSN (2019 NIPS) "Generative Modeling by Estimating Gradients of the data distribution"
   2022.12.08
8. [논문 Summary] DDPM (2020 NIPS) "Denoising diffusion probabilistic models"
   2022.12.08
9. [논문 Summary] Diffusion model 시초 (2015 ICML) "Deep Unsupervised Learning Using Nonequilibrium Thermodynamics"
   2022.08.03
10. [논문 Summary] StarGAN v2 (2020 CVPR) "StarGAN v2: Diverse Image Synthesis for Multiple Domains"
    2022.06.20
11. [논문 Summary] StyleGAN2-Ada (2020 NIPS) "Training Generative Adversarial Networks with Limited Data"
    2022.06.02
12. [논문 Summary] YOLO v1 (2016 CVPR) "You Only Look Once: Unified, Real-Time Object Detection"
    2022.05.31
13. [논문 Summary] BEGAN (2017 arxiv) "BEGAN: Boundary Equilibrium Generative Adversarial Networks"
    2022.05.23
14. [논문 Summary] StyleGAN2 (2020 CVPR) "Analyzing and Improving the Image Quality of StyleGAN"
    2022.05.15
15. [논문 Summary] StyleGAN (2019 CVPR) "A Style-Based Generator Architecture for Generative Adversarial Networks"
    2022.05.11