아이공의 AI 공부 도전기

1. [논문 Summary] DreaMoving (2023.12 Arxiv) "DreaMoving: A Human Video Generation Framework based on Diffusion Models" 1
   2024.03.12
2. [논문 Summary] Animate Anyone (2023.11 Arxiv) "Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animation"
   2024.03.11
3. [논문 Summary] SDXL-Turbo (ADD) (2023.11 Arxiv) "Adversarial Diffusion Distillation"
   2024.02.03
4. [논문 Summary] Tune-A-Video (2023 ICCV) "Tune-A-Video: One-Shot Tuning of Image Diffusion Models for Text-to-Video Generation"
   2023.11.10
5. [논문 Summary] AnimateDiff (2023.07 Arxiv) "AnimateDiff: Animate Your Personalized Text-to-Image Diffusion Modelswithout Specific Tuning"
   2023.10.28
6. [논문 Summary] PerSAM (2023.05 arxiv) "Personalize Segment Anything Model with One Shot" 1
   2023.08.31
7. [논문 Summary] DreamPose (2023.04 arxiv) "DreamPose: Fashion Image-to-Video Synthesis via Stable Diffusion"
   2023.08.30
8. [논문 Summary] ControlNet (2023.02 arxiv) "Adding Conditional Control to Text-to-Image Diffusion Models"
   2023.06.11
9. [논문 Summary] InstructPix2Pix (2023 CVPR) "InstructPix2Pix: Learning to Follow Image Editing Instructions"
   2023.05.14
10. [논문 Summary] DiffEdit (2022.10 arxiv) "DiffEdit: Diffusion-based semantic image editing with mask guidance"
    2023.04.24
11. [논문 Summary] DDIM (2021 ICLR) "Denoising Diffusion Implicit Models"
    2022.12.31
12. [논문 Summary] NCSN (2019 NIPS) "Generative Modeling by Estimating Gradients of the data distribution"
    2022.12.08
13. [논문 Summary] DDPM (2020 NIPS) "Denoising diffusion probabilistic models"
    2022.12.08
14. [논문 Summary] Diffusion model 시초 (2015 ICML) "Deep Unsupervised Learning Using Nonequilibrium Thermodynamics"
    2022.08.03
15. [논문 Summary] StarGAN v2 (2020 CVPR) "StarGAN v2: Diverse Image Synthesis for Multiple Domains"
    2022.06.20
16. [논문 Summary] StyleGAN2-Ada (2020 NIPS) "Training Generative Adversarial Networks with Limited Data"
    2022.06.02
17. [논문 Summary] BEGAN (2017 arxiv) "BEGAN: Boundary Equilibrium Generative Adversarial Networks"
    2022.05.23
18. [논문 Summary] StyleGAN2 (2020 CVPR) "Analyzing and Improving the Image Quality of StyleGAN"
    2022.05.15
19. [논문 Summary] StyleGAN (2019 CVPR) "A Style-Based Generator Architecture for Generative Adversarial Networks"
    2022.05.11
20. [논문 Summary] StarGAN (2018 CVPR) "StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation"
    2022.04.11
21. [논문 Summary] CycleGAN (2017 ICCV) "Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks"
    2022.04.08
22. [논문 Summary] SNGAN (2018 ICLR) "Spectral Normalization for Generative Adversarial Networks"
    2022.02.27
23. [논문 Summary] VAE (2014 ICLR) "Auto-Encoding Variational Bayes"
    2022.02.20
24. [논문 Summary] Neural Style Transfer (2016 CVPR) "Image Style Transfer Using Convolutional Neural Networks"
    2022.02.09
25. [논문 Summary] 2017 ICCV "Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization"
    2021.08.09
26. Relativistic GAN Summary & Experiment (Relativistic discriminator: a key element missing from standard GAN)
    2021.01.09
27. SAGAN 논문 Full Reading - Self-Attention Generative Adversarial Networks
    2020.12.02
28. StyleGAN 논문 Full Reading - A Style-Based Generator Architecture for Generative Adversarial Networks
    2020.11.24
29. PGGAN(PGAN, ProGAN)논문 Full Reading - Progressive Growing of GANs For Imporved Quality, Stability and Variation
    2020.06.27