아이공의 AI 공부 도전기

1. PR-016 "You only look once: Unified, real-time object detection" Review (2016 CVPR)(Object Detection)
   2022.05.26
2. PR-131 "A Style-Based Generator Architecture for Generative Adversarial Networks" Review (2019 CVPR)(GAN)
   2022.05.04
3. PR-206 "PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud" Review (2019 CVPR)(3D Object Detection)
   2022.05.02
4. PR-302 "NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis" Review (2020 ECCV)(3D Representation)
   2022.04.24
5. PR-315 "Taming Transformers for High-Resolution Image Synthesis" Review (2021 CVPR)(Image Synthesis GAN)
   2022.03.22
6. PR-281 "An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale" Review (2021 ICLR)()
   2022.03.08
7. PR-087 "Spectral Normalization for Generative Adversarial Networks" Review (2018 ICLR)(GAN)
   2022.02.23
8. PR-127: "FaceNet" Review (2015 CVPR)(Face Recognition)
   2022.02.03
9. PR-205 "A Closer Look at Few Shot Classification" Review (2019 ICLR)(classification)
   2022.01.26
10. PR-126 "DensePose: Dense Human Pose Estimation In The Wild" Review (2018 CVPR)(Pose Estimation)
    2022.01.15
11. PR-125 " ENERGY-BASED GENERATIVE ADVERSARIAL NETWORKS" Review (2017 ICLR)(GAN)
    2022.01.12
12. PR-123 "Partial Convolution based Padding" Review (2018 Technical Report)(Conv Padding)
    2022.01.10
13. PR-122 "CAN: Creative Adversarial Networks, Generating "Art" by Learning About Styles and Deviating from Style Norms" Review (2017 ICCC)(GAN)
    2022.01.09
14. PR-121 "BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding" Review (2019 NAACL)(NLP)
    2022.01.09
15. PR-120 "ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design" Review (2018 ECCV)
    2022.01.08
16. PR-054 "ShuffleNet: An Extremely Efficient Convolutional Neural Network for Mobile Devices" Review (2018 CVPR)
    2022.01.06
17. PR-119 "Active Learning For Convolutional Neural Networks: A Core-Set Approach" Review (2018 ICLR)()
    2022.01.04
18. PR-118 "Black-Box Attacks with Limited Queries and Information" Review (2018 ICML)(Adversarial Example)
    2022.01.03
19. PR-117 "PeerNets: Exploiting Peer Wisdom Against Adversarial Attacks" Review (2019 ICLR)(Adversarial Attack)
    2022.01.02
20. PR-116 "Glow: Generative Flow with Invertible 1x1 Convolutions" Review ()()
    2021.12.27
21. PR-115 "Unsupervised Anomaly Detection with Generative Adversarial Networks" AnoGAN Review (2017 IPMI)(GAN)
    2021.12.26
22. PR-114 "Recycle-GAN, Unsupervised Video Retargeting" Review (2018 ECCV)(GAN)
    2021.12.24
23. PR-113 "The Perception Distortion Tradeoff" Review (2018 CVPR)(Image Restoration)
    2021.12.22
24. PR-111 "EVA2:Exploiting Temporal Redundancy in Live Computer Vision" Review (2018 ISCA)
    2021.12.21
25. PR-110 "An Analysis of Scale Invariance in Object Detection - SNIP" Review (2018 CVPR)(Object Detection)
    2021.12.20
26. PR-108 "Large Scale GAN Training for High Fidelity Natural Image Synthesis" BigGAN Review (2019 ICLR)(GAN)
    2021.12.19
27. PR-108 "MobileNetV2: Inverted Residuals and Linear Bottlenecks" Review (2018 CVPR)(Mobile CNN)
    2021.12.17
28. PR-107 "Image Inpainting for Irregular Holes Using Partial Convolutions" Review (2018 ECCV)(Image Inpainting)
    2021.12.16
29. PR-106 "Learning to Explain: An Information-Theoretic Perspective on Model Interpretation" Review (2018 ICML)
    2021.12.16
30. PR-105 "MnasNet: Platform-Aware Neural Architecture Search for Mobile" Review (2019 CVPR)(Mobile CNN)
    2021.12.13