Byungju Kim

20 papers A* 2A 3B 1Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Habilis-β: A Fast-Motion and Long-Lasting On-Device Vision-Language-Action Model.
CoRR
Jesoon Kang, Taegeon Park, Jisu An, Soo Min Kimm, Jaejoon Kim, Jinu Pahk, Byungju Kim, Junseok Lee, Namheon Baek, Sungwan Ha, Hojun Baek, Eduardo Ayerve Cruz, Wontae Kim, Junghyeon Choi, Yousuk Lee, Joonmo Han, Sunghyun Cho, Sunghyun Kwon, Soyoung Lee, Jun Ki Lee, Seung-Joon Yi, Byoung-Tak Zhang, Theo Taeyeong Kim
2025 J jnl
ESPADA: Execution Speedup via Semantics Aware Demonstration Data Downsampling for Imitation Learning.
CoRR
Byungju Kim, Jinu Pahk, Chungwoo Lee, Jaejoon Kim, Jangha Lee, Theo Taeyeong Kim, Kyuhwan Shim, Jun Ki Lee, Byoung-Tak Zhang
2025 — conf
Investigating the Automotive HPC Safety Architecture for Software Defined Vehicle.
IRPS
Jingu Park, Jongil Jeong, Byungju Kim, Sehwan Park, Myungmin Lee, Donghwa Yun, Namyong Park
2024 J jnl
Expanding Search Space with Diverse Prompting Agents: An Efficient Sampling Approach for LLM Mathematical Reasoning.
CoRR
Gisang Lee, Sangwoo Park, Junyoung Park, Andrew Chung, Sieun Park, Yoonah Park, Byungju Kim, Min-gyu Cho
2024 — conf
SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models.
EMNLP (Industry Track)
Hyeonwoo Kim, Gyoungjin Gim, Yungi Kim, Jihoo Kim, Byungju Kim, Wonseok Lee, Chanjun Park
2024 J jnl
SAAS: Solving Ability Amplification Strategy for Enhanced Mathematical Reasoning in Large Language Models.
CoRR
Hyeonwoo Kim, Gyoungjin Gim, Yungi Kim, Jihoo Kim, Byungju Kim, Wonseok Lee, Chanjun Park
2021 A conf
De-biasing Neural Networks with Estimated Offset for Class Imbalanced Learning.
WACV
Byungju Kim, Hyeong Gwon Hong, Junmo Kim
2021 A* conf
Patch-Wise Attention Network for Monocular Depth Estimation.
AAAI
Sihaeng Lee, Janghyeon Lee, Byungju Kim, Eojindl Yi, Junmo Kim
2020 J jnl
Adjusting Decision Boundary for Class Imbalanced Learning.
IEEE Access
Byungju Kim, Junmo Kim
2020 J jnl
Collaborative Method for Incremental Learning on Classification and Generation.
CoRR
Byungju Kim, Jaeyoung Lee, Kyungsu Kim, Sungjin Kim, Junmo Kim
2020 J jnl
Highway Driving Dataset for Semantic Video Segmentation.
CoRR
Byungju Kim, Junho Yim, Junmo Kim
2020 J jnl
Scalable disk-based topic modeling for memory limited devices.
Inf. Sci.
Byungju Kim, Dongha Lee, Jinoh Oh, Hwanjo Yu
2019 J jnl
Adjusting Decision Boundary for Class Imbalanced Learning.
CoRR
Byungju Kim, Junmo Kim
2019 B conf
Collaborative Method for Incremental Learning on Classification and Generation.
ICIP
Byungju Kim, Jaeyoung Lee, Kyungsu Kim, Sungjin Kim, Junmo Kim
2019 A* conf
Learning Not to Learn: Training Deep Neural Networks With Biased Data.
CVPR
Byungju Kim, Hyunwoo Kim, Kyungsu Kim, Sungjin Kim, Junmo Kim
2018 A conf
Disk-based Matrix Completion for Memory Limited Devices.
CIKM
Dongha Lee, Jinoh Oh, Christos Faloutsos, Byungju Kim, Hwanjo Yu
2018 A conf
Highway Driving Dataset for Semantic Video Segmentation.
BMVC
Byungju Kim, Junho Yim, Junmo Kim
2018 J jnl
Learning Not to Learn: Training Deep Neural Networks with Biased Data.
CoRR
Byungju Kim, Hyunwoo Kim, Kyungsu Kim, Sungjin Kim, Junmo Kim
2017 J jnl
Mimicking Ensemble Learning with Deep Branched Networks.
CoRR
Byungju Kim, Youngsoo Kim, Yeakang Lee, Junmo Kim
2015 — conf
Development of deep learning-based facial expression recognition system.
FCV
Heechul Jung, Sihaeng Lee, Sunjeong Park, Byungju Kim, Junmo Kim, Injae Lee, Chunghyun Ahn