โ ๋ ผ๋ฌธ์ ์ฝ๊ณ ๋ชจ๋ธ์ ๊ตฌํํ๋ ์คํฐ๋์ ๋๋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 ๐ AIFFEL GD 5.๋์ ์์ด ๊ถ๊ธํด - Class Activation Map ์ดํด๋ณด๊ธฐ ๋ด์ฉ ๋ณต์ต |
Class Activation Map |
6 | 8/24 | Alex Krizhevsky, Ilya Sutskever, Geoffrey E. Hinton. ImageNet Classification with Deep Convolutional Neural Networks |
AlexNet ๋ ผ๋ฌธ ๋ฆฌ๋ทฐ |