Byungju Kim

According to our database, Byungju Kim authored at least 13 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Expanding Search Space with Diverse Prompting Agents: An Efficient Sampling Approach for LLM Mathematical Reasoning.

Gisang Lee, Sangwoo Park, Junyoung Park, Andrew Chung, Sieun Park, Yoonah Park, Byungju Kim, Min-gyu Cho

CoRR, 2024

SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models.

Hyeonwoo Kim, Gyoungjin Gim, Yungi Kim, Jihoo Kim, Byungju Kim, Wonseok Lee, Chanjun Park

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing: EMNLP 2024, 2024

2021

De-biasing Neural Networks with Estimated Offset for Class Imbalanced Learning.

Byungju Kim, Hyeong Gwon Hong, Junmo Kim

Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021

Patch-Wise Attention Network for Monocular Depth Estimation.

Sihaeng Lee, Janghyeon Lee, Byungju Kim, Eojindl Yi, Junmo Kim

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Scalable disk-based topic modeling for memory limited devices.

Byungju Kim, Dongha Lee, Jinoh Oh, Hwanjo Yu

Inf. Sci., 2020

Adjusting Decision Boundary for Class Imbalanced Learning.

Byungju Kim, Junmo Kim

IEEE Access, 2020

2019

Adjusting Decision Boundary for Class Imbalanced Learning.

Byungju Kim, Junmo Kim

CoRR, 2019

Collaborative Method for Incremental Learning on Classification and Generation.

Byungju Kim, Jaeyoung Lee, Kyungsu Kim, Sungjin Kim, Junmo Kim

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Learning Not to Learn: Training Deep Neural Networks With Biased Data.

Byungju Kim, Hyunwoo Kim, Kyungsu Kim, Sungjin Kim, Junmo Kim

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Disk-based Matrix Completion for Memory Limited Devices.

Dongha Lee, Jinoh Oh, Christos Faloutsos, Byungju Kim, Hwanjo Yu

Proceedings of the 27th ACM International Conference on Information and Knowledge Management, 2018

Highway Driving Dataset for Semantic Video Segmentation.

Byungju Kim, Junho Yim, Junmo Kim

Proceedings of the British Machine Vision Conference 2018, 2018

2017

Mimicking Ensemble Learning with Deep Branched Networks.

Byungju Kim, Youngsoo Kim, Yeakang Lee, Junmo Kim

CoRR, 2017

2015

Development of deep learning-based facial expression recognition system.

Heechul Jung, Sihaeng Lee, Sunjeong Park, Byungju Kim, Junmo Kim, Injae Lee, Chunghyun Ahn

Proceedings of the 21st Korea-Japan Joint Workshop on Frontiers of Computer Vision, 2015