Bum Jun Kim

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 26

Top Topics

Receptive Fields

Gaussian Derivatives

Top Venues

Expert Syst. Appl.

IEEE Trans. Ind. Informatics

Publications

Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Sang Woo Kim
On the ideal number of groups for isometric gradient propagation. Neurocomputing 573 (2024)
Hyeyeon Choi, Jong Pil Yun, Bum Jun Kim, Hyeonah Jang, WooSang Shin, Sang Woo Kim
Steel product number recognition framework using semantic mask-conditioned diffusion model with limited data. J. Ind. Inf. Integr. 38 (2024)
Bum Jun Kim, Yoshinobu Kawahara, Sang Woo Kim
The Disappearance of Timestep Embedding in Modern Time-Dependent Neural Networks. CoRR (2024)
Bum Jun Kim, Sang Woo Kim
Configuring Data Augmentations to Reduce Variance Shift in Positional Embedding of Vision Transformers. CoRR (2024)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Sang Woo Kim
Guidelines for the Regularization of Gammas in Batch Normalization for Deep Residual Networks. ACM Trans. Intell. Syst. Technol. 15 (3) (2024)
Bum Jun Kim, Sang Woo Kim
Scale Equalization for Multi-Level Feature Fusion. CoRR (2024)
Hyeonah Jang, Hyeyeon Choi, Bum Jun Kim, Sang Woo Kim, Gyogwon Koo
Two-Stage Billet Identification Number Recognition Using Label Distribution. IEEE Access 11 (2023)
Bum Jun Kim, Hyeonah Jang, Sang Woo Kim
Analysis of NaN Divergence in Training Monocular Depth Estimation Model. CoRR (2023)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Sang Woo Kim
Understanding Gaussian Attention Bias of Vision Transformers Using Effective Receptive Fields. CoRR (2023)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Dong Gu Lee, Wonseok Jeong, Sang Woo Kim
Dead pixel test using effective receptive field. Pattern Recognit. Lett. 167 (2023)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Sang Woo Kim
On the Ideal Number of Groups for Isometric Gradient Propagation. CoRR (2023)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Sang Woo Kim
Understanding Gaussian Attention Bias of Vision Transformers Using Effective Receptive Fields. BMVC (2023)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Sang Woo Kim
Smooth momentum: improving lipschitzness in gradient descent. Appl. Intell. 53 (11) (2023)
Bum Jun Kim, Gyogwon Koo, Hyeyeon Choi, Sang Woo Kim
Extending class activation mapping using Gaussian receptive field. Comput. Vis. Image Underst. 231 (2023)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Dong Gu Lee, Wonseok Jeong, Sang Woo Kim
Improved robustness of vision transformers via prelayernorm in patch embedding. Pattern Recognit. 141 (2023)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Donggeon Lee, Sang Woo Kim
How to Use Dropout Correctly on Residual Networks with Batch Normalization. CoRR (2023)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Donggeon Lee, Sang Woo Kim
How to use dropout correctly on residual networks with batch normalization. UAI (2023)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Sang Woo Kim
Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks. CoRR (2023)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Dong Gu Lee, Wonseok Jeong, Sang Woo Kim
Guidelines for the Regularization of Gammas in Batch Normalization for Deep Residual Networks. CoRR (2022)
Hyeyeon Choi, Jong Pil Yun, Bum Jun Kim, Hyeonah Jang, Sang Woo Kim
Attention-Based Multimodal Image Feature Fusion Module for Transmission Line Detection. IEEE Trans. Ind. Informatics 18 (11) (2022)
Yeon Tak Kim, Bum Jun Kim, Sang Woo Kim
Multi-Level Stacked Regression for predicting electricity consumption of Hot Rolling Mill. Expert Syst. Appl. 201 (2022)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Dong Gu Lee, Wonseok Jeong, Sang Woo Kim
Dead Pixel Test Using Effective Receptive Field. CoRR (2021)
Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Dong Gu Lee, Wonseok Jeong, Sang Woo Kim
Improved Robustness of Vision Transformer via PreLayerNorm in Patch Embedding. CoRR (2021)
Hyeyeon Choi, Gyogwon Koo, Bum Jun Kim, Sang Woo Kim
Weakly supervised power line detection algorithm using a recursive noisy label update with refined broken line segments. Expert Syst. Appl. 165 (2021)
Bum Jun Kim, Gyogwon Koo, Hyeyeon Choi, Sang Woo Kim
Extending Class Activation Mapping Using Gaussian Receptive Field. CoRR (2020)
Hyeyeon Choi, Gyogwon Koo, Bum Jun Kim, Sang Woo Kim
Real-time Power Line Detection Network using Visible Light and Infrared Images. IVCNZ (2019)