Hyeyeon Choi

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 25

Top Topics

Convolutional Neural Network

Receptive Fields

Weakly Supervised

Top Venues

Expert Syst. Appl.

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, 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)
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, 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)
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)
Gyogwon Koo, Jong Pil Yun, Hyeyeon Choi, Sang Woo Kim
Unified deep neural networks for end-to-end recognition of multi-oriented billet identification number. Expert Syst. Appl. 168 (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)
Gyogwon Koo, Crino Shin, Hyeyeon Choi, Jong-Hak Lee, Sang Woo Kim, Jong Pil Yun
Automated Brittle Fracture Rate Estimator for Steel Property Evaluation Using Deep Learning After Drop-Weight Tear Test. IEEE Access 7 (2019)
Sang Jun Lee, Gyogwon Koo, Hyeyeon Choi, Sang Woo Kim
Transfer learning of a deep convolutional neural network for localizing handwritten slab identification numbers. MVA (2017)
Sang Jun Lee, Jong Pil Yun, Hyeyeon Choi, Wookyong Kwon, Gyogwon Koo, Sang Woo Kim
Weakly supervised learning with convolutional neural networks for power line localization. SSCI (2017)