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최신 자가 학습 기반의 인공지능 기술 동향  

Kim, Seung-Ryong (고려대학교)
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Broadcasting and Media Magazine / v.27, no.2, 2022 , pp. 19-25 More about this Journal
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Times Cited By KSCI : 1  (Citation Analysis)
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1 Pathak et al., Context Encoders: Feature Learning by Inpainting, CVPR, 2016
2 Chen et al., A Simple Framework for Contrastive Learning of Visual Representations, ICML, 2020
3 Z. Wu et al., Unsupervised Feature Learning via Non-Parametric Instance Discrimination, CVPR, 2018
4 I. Misra et al., Self-Supervised Learning of Pretext-Invariant Representations, CVPR, 2020
5 K. He et al., Momentum Contrast for Unsupervised Visual Representation Learning, CVPR, 2020
6 J. B. Grill et al., Bootstrap Your Own Latent: A New Approach to Self-Supervised Learning, NeurIPS, 2020
7 M. Caron et al., SwAV: Unsupervised Learning of Visual Features by Contrasting Cluster Assignments, NeurIPS, 2020
8 X. Chen and K. He, Exploring Simple Siamese Representation Learning, CVPR, 2021
9 K. He et al., Masked Autoencoders Are Scalable Vision Learners, ICCV, 2021
10 S. Atito et al., SiT: Self-Supervised Vision Transformer, ArXiv, 2021
11 L.A. Gatys et al., Texture and art with deep neural networks, Neurobiology, 2017
12 R. Geirhos et al., ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness, ICLR 2019
13 Dosovitskiy et al., Discriminative Unsupervised Feaature Learning with Exemplar Convolutional Neural Networks, NIPS, 2014
14 Gidaris et al., Unsupervised Representation Learning by Predicting Image Rotations, ICLR, 2018
15 M. Caron et al., Emerging Properties in Self-Supervised Vision Transformers, ArXiv, 2021
16 H. Bao et al., BEIT: BERT Pre-Training of Image Transformers, ICCV, 2021
17 Norrozi et al., Unsupervised Learning of Visual Representations by Solving Jigsaw Puzzles, ECCV, 2016
18 J. Devlin et al., BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding, NAACL, 2019
19 Misra and Maaten, Self-Supervised Learning of Pretext-Invariant Representations, ArXiv, 2020
20 Doersch et al., Unsupervised Visual Representation Learning by Context Prediction, ICCV, 2015
21 Zhang et al., Colorful Image Colorization, ECCV, 2016