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Cv

(리뷰) EfficientNetV2 - Smaller Models and Faster Training

원문 : Chen, Xinlei, Saining Xie, and Kaiming He. “An Empirical Study of Training Self-Supervised Visual Transformers.” arXiv preprint arXiv:2104.02057 (2021).

Hyunsung Eun 7 min read
3d

RandLA-Net - Efficient Semantic Segmentation of Large-Scale Point Clouds 리뷰

원문 : Hu, Qingyong, et al. “Randla-net: Efficient semantic segmentation of large-scale point clouds.” Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2020.

Hyunsung Eun 6 min read
Cv

Momentum Contrast(MoCo) v3 리뷰

원문 : Chen, Xinlei, Saining Xie, and Kaiming He. “An Empirical Study of Training Self-Supervised Visual Transformers.” arXiv preprint arXiv:2104.02057 (2021).

Hyunsung Eun 6 min read
Cv

Momentum Contrast(MoCo) v1 & v2 리뷰

원문 : He, Kaiming, et al. “Momentum contrast for unsupervised visual representation learning.” Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition. 2020. & Chen, Xinlei, et al. “Improved baselines with

Hyunsung Eun 6 min read
Cv

SimCLR v1 & v2 리뷰

원문 : Chen, Ting, et al. “A simple framework for contrastive learning of visual representations.” International conference on machine learning. PMLR, 2020. & Chen, Ting, et al. “Big self-supervised models are strong semi-supervised

Hyunsung Eun 10 min read
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