Hyeonah Jang

According to our database, Hyeonah Jang authored at least 14 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

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

Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Sang Woo Kim

ACM Trans. Intell. Syst. Technol., June, 2024

Steel product number recognition framework using semantic mask-conditioned diffusion model with limited data.

Hyeyeon Choi, Jong Pil Yun, Bum Jun Kim, Hyeonah Jang, WooSang Shin, Sang Woo Kim

J. Ind. Inf. Integr., March, 2024

On the ideal number of groups for isometric gradient propagation.

Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Sang Woo Kim

Neurocomputing, March, 2024

2023

Improved robustness of vision transformers via prelayernorm in patch embedding.

Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Dong Gu Lee, Wonseok Jeong, Sang Woo Kim

Pattern Recognit., September, 2023

Smooth momentum: improving lipschitzness in gradient descent.

Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Sang Woo Kim

Appl. Intell., June, 2023

Dead pixel test using effective receptive field.

Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Dong Gu Lee, Wonseok Jeong, Sang Woo Kim

Pattern Recognit. Lett., March, 2023

Analysis of NaN Divergence in Training Monocular Depth Estimation Model.

Bum Jun Kim, Hyeonah Jang, Sang Woo Kim

CoRR, 2023

Resolution-Aware Design of Atrous Rates for Semantic Segmentation Networks.

Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Sang Woo Kim

CoRR, 2023

Two-Stage Billet Identification Number Recognition Using Label Distribution.

Hyeonah Jang, Hyeyeon Choi, Bum Jun Kim, Sang Woo Kim, Gyogwon Koo

IEEE Access, 2023

How to use dropout correctly on residual networks with batch normalization.

Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Donggeon Lee, Sang Woo Kim

Proceedings of the Uncertainty in Artificial Intelligence, 2023

Understanding Gaussian Attention Bias of Vision Transformers Using Effective Receptive Fields.

Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Sang Woo Kim

Proceedings of the 34th British Machine Vision Conference 2023, 2023

2022

Attention-Based Multimodal Image Feature Fusion Module for Transmission Line Detection.

Hyeyeon Choi, Jong Pil Yun, Bum Jun Kim, Hyeonah Jang, Sang Woo Kim

IEEE Trans. Ind. Informatics, 2022

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

Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Dong Gu Lee, Wonseok Jeong, Sang Woo Kim

CoRR, 2022

2021

Improved Robustness of Vision Transformer via PreLayerNorm in Patch Embedding.

Bum Jun Kim, Hyeyeon Choi, Hyeonah Jang, Dong Gu Lee, Wonseok Jeong, Sang Woo Kim

CoRR, 2021