Bum Jun Kim | DeepAI

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Featured Co-authors

Sang Woo Kim
10 publications
Hyeyeon Choi
8 publications
Hyeonah Jang
7 publications
Wonseok Jeong
4 publications
Donggeon Lee
3 publications
Dong Gu Lee
3 publications
Gyogwon Koo
2 publications

∙ 07/26/2023

Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks

DeepLab is a widely used deep neural network for semantic segmentation, ...

0 Bum Jun Kim, et al. ∙

∙ 05/08/2023

Understanding Gaussian Attention Bias of Vision Transformers Using Effective Receptive Fields

Vision transformers (ViTs) that model an image as a sequence of partitio...

0 Bum Jun Kim, et al. ∙

∙ 02/13/2023

How to Use Dropout Correctly on Residual Networks with Batch Normalization

For the stable optimization of deep neural networks, regularization meth...

0 Bum Jun Kim, et al. ∙

∙ 02/07/2023

On the Ideal Number of Groups for Isometric Gradient Propagation

Recently, various normalization layers have been proposed to stabilize t...

0 Bum Jun Kim, et al. ∙

∙ 05/15/2022

Guidelines for the Regularization of Gammas in Batch Normalization for Deep Residual Networks

L2 regularization for weights in neural networks is widely used as a sta...

0 Bum Jun Kim, et al. ∙

∙ 11/16/2021

Improved Robustness of Vision Transformer via PreLayerNorm in Patch Embedding

Vision transformers (ViTs) have recently demonstrated state-of-the-art p...

0 Bum Jun Kim, et al. ∙

∙ 08/31/2021

Dead Pixel Test Using Effective Receptive Field

Deep neural networks have been used in various fields, but their interna...

0 Bum Jun Kim, et al. ∙

∙ 01/15/2020

Extending Class Activation Mapping Using Gaussian Receptive Field

This paper addresses the visualization task of deep learning models. To ...

17 Bum Jun Kim, et al. ∙

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