AI 공부 도전기

1. [논문 Summary] (2020 NIPS) "Fourier Features Let Networks Learn High Frequency Functions in Low Dimensional Domains"
   2023.10.09
2. [논문 Summary] MAE(Masked AutoEncoder) (2022 CVPR) "Masked Autoencoders Are Scalable Vision Learners" 2
   2023.10.08
3. [논문 Summary] PerSAM (2023.05 arxiv) "Personalize Segment Anything Model with One Shot" 1
   2023.08.31
4. [논문 Summary] Animated Drawings (2023 SIGGRAPH) "A Method for Animating Children's Drawings of the human Figure"
   2023.08.30
5. [논문 Summary] DreamPose (2023.04 arxiv) "DreamPose: Fashion Image-to-Video Synthesis via Stable Diffusion"
   2023.08.30
6. [논문 Summary] ControlNet (2023.02 arxiv) "Adding Conditional Control to Text-to-Image Diffusion Models"
   2023.06.11
7. [논문 Summary] InstructPix2Pix (2023 CVPR) "InstructPix2Pix: Learning to Follow Image Editing Instructions"
   2023.05.14
8. [논문 Summary] DiffEdit (2022.10 arxiv) "DiffEdit: Diffusion-based semantic image editing with mask guidance"
   2023.04.24
9. [논문 Summary] CharNet (2019 ICCV) "Convolutional Character Networks"
   2023.04.23
10. [논문 Summary] Deformable DETR (2021 ICLR Oral) "Deformable DETR: Deformable Transformers for End-to-End Object Detection"
    2023.04.19
11. [논문 Summary] FamNet (2021 CVPR) "Learning To Count Everything"
    2023.03.04
12. [논문 Summary] CFOCNet (2021 WACV) "Class-agnostic Few-shot Object Counting"
    2023.02.28
13. [논문 Summary] SAFECount(2023 WACV) "Few-shot Object Counting with Similarity-Aware Feature Enhancement"
    2023.02.28
14. [논문 Summary] CSPNet (2020 CVPR) "CSPNet: A New Backbone that can Enhance Learning Capability of CNN"
    2023.01.15
15. [논문 Summary] CutMix (2019 ICCV) "CutMix : Regularization Strategy to Train Strong Classifiers with Localizable Features"
    2023.01.14