no code implementations • 15 May 2022 • Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Dong Gu Lee, Wonseok Jeong, Sang Woo Kim
L2 regularization for weights in neural networks is widely used as a standard training trick.
Ranked #2 on Text Classification on GLUE SST2
no code implementations • 16 Nov 2021 • Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Dong Gu Lee, Wonseok Jeong, Sang Woo Kim
We compared the robustness of CNN and ViT by assuming various image corruptions that may appear in practical vision tasks.
1 code implementation • 31 Aug 2021 • Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Dong Gu Lee, Wonseok Jeong, Sang Woo Kim
First, we evaluated the size of the receptive field.
Ranked #5 on Fine-Grained Image Classification on Caltech-101