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๐Ÿ“– ๋…ผ๋ฌธ์„ ์ฝ๊ณ  ๋ชจ๋ธ์„ ๊ตฌํ˜„ํ•˜๋Š” ์Šคํ„ฐ๋””

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Literature-Model-Implementation

โœ” ๋…ผ๋ฌธ์„ ์ฝ๊ณ  ๋ชจ๋ธ์„ ๊ตฌํ˜„ํ•˜๋Š” ์Šคํ„ฐ๋””์ž…๋‹ˆ๋‹ค


Round Date Paper Literature Review
1 6/29 K. He, X. Zhang, S. Ren, and J. Sun. Deep Residual Learning for Image Recognition ResNet ๋…ผ๋ฌธ ๋ฆฌ๋ทฐ
2 7/27 Gao Huang, Zhuang Liu, Laurens van der Maaten, Kilian Q. Weinberger.
Densely Connected Convolutional Networks
DenseNet ๋…ผ๋ฌธ ๋ฆฌ๋ทฐ
3 8/4 Mingxing Tan, Quoc V. Le. EfficientNet: Rethinking Model Scaling for Convolutional Neural Networks EfficientNet ๋…ผ๋ฌธ ๋ฆฌ๋ทฐ
4 8/10 Sangdoo Yun, Dongyoon Han, Seong Joon Oh, Sanghyuk Chun, Junsuk Choe, Youngjoon Yoo
CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features
Cutmix ๋…ผ๋ฌธ ๋ฆฌ๋ทฐ
5 8/17 Cam, Grad-Cam, ACoL
๐Ÿ‘‰ AIFFEL GD 5.๋„ˆ์˜ ์†์ด ๊ถ๊ธˆํ•ด - Class Activation Map ์‚ดํŽด๋ณด๊ธฐ ๋‚ด์šฉ ๋ณต์Šต
Class Activation Map
6 8/24 Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton.
ImageNet Classification with Deep Convolutional Neural Networks
AlexNet ๋…ผ๋ฌธ ๋ฆฌ๋ทฐ

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๐Ÿ“– ๋…ผ๋ฌธ์„ ์ฝ๊ณ  ๋ชจ๋ธ์„ ๊ตฌํ˜„ํ•˜๋Š” ์Šคํ„ฐ๋””

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