Jung Hyun Lee

Publication Activity (10 Years)

Years Active: 1999-2024
Publications (10 Years): 14

Top Topics

Calibration Method

Diffusion Models

Uniform Quantization

Top Venues

Publications

Byeonghu Na, Yeongmin Kim, HeeSun Bae, Jung Hyun Lee, Se Jung Kwon, Wanmo Kang, Il-Chul Moon
Label-Noise Robust Diffusion Models. CoRR (2024)
Jung Hyun Lee, Jeonghoon Kim, June Yong Yang, Se Jung Kwon, Eunho Yang, Kang Min Yoo, Dongsoo Lee
LRQ: Optimizing Post-Training Quantization for Large Language Models by Learning Low-Rank Weight-Scaling Matrices. CoRR (2024)
Byeonghu Na, Yeongmin Kim, HeeSun Bae, Jung Hyun Lee, Se Jung Kwon, Wanmo Kang, Il-Chul Moon
Label-Noise Robust Diffusion Models. ICLR (2024)
Jung Hyun Lee, June Yong Yang, Byeongho Heo, Dongyoon Han, Kang Min Yoo
Token-Supervised Value Models for Enhancing Mathematical Reasoning Capabilities of Large Language Models. CoRR (2024)
Jung Hyun Lee, Jeonghoon Kim, Se Jung Kwon, Dongsoo Lee
FlexRound: Learnable Rounding based on Element-wise Division for Post-Training Quantization. CoRR (2023)
Jeonghoon Kim, Jung Hyun Lee, Sungdong Kim, Joonsuk Park, Kang Min Yoo, Se Jung Kwon, Dongsoo Lee
Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization. CoRR (2023)
Jeonghoon Kim, Jung Hyun Lee, Sungdong Kim, Joonsuk Park, Kang Min Yoo, Se Jung Kwon, Dongsoo Lee
Memory-Efficient Fine-Tuning of Compressed Large Language Models via sub-4-bit Integer Quantization. NeurIPS (2023)
Jung Hyun Lee, Jeonghoon Kim, Se Jung Kwon, Dongsoo Lee
FlexRound: Learnable Rounding based on Element-wise Division for Post-Training Quantization. ICML (2023)
Kyungsu Kim, Jung Hyun Lee, Eunho Yang
Compressed Sensing via Measurement-Conditional Generative Models. IEEE Access 9 (2021)
Jung Hyun Lee, Jihun Yun, Sung Ju Hwang, Eunho Yang
Cluster-Promoting Quantization with Bit-Drop for Minimizing Network Quantization Loss. CoRR (2021)
Jung Hyun Lee, Dong-Wook Lee
A Novel AVM Calibration Method Using Unaligned Square Calibration Boards. Sensors 21 (7) (2021)
Jung Hyun Lee, Jihun Yun, Sung Ju Hwang, Eunho Yang
Cluster-Promoting Quantization with Bit-Drop for Minimizing Network Quantization Loss. ICCV (2021)
Kyung-Su Kim, Jung Hyun Lee, Eunho Yang
Compressed Sensing via Measurement-Conditional Generative Models. CoRR (2020)
Jung Hyun Lee, Dong-Wook Lee
A Hough-Space-Based Automatic Online Calibration Method for a Side-Rear-View Monitoring System. Sensors 20 (12) (2020)
Jung Hyun Lee, Hae Yong Kang, Dong Hwan Kim, JongSuk Choi, Sung-Kee Park
Robotic system for eye contact training of children with autism. ISR (2013)
Zia Mohy-Ud-Din, Sang Hyo Woo, Jung Hyun Lee, Sang Heon Lee, Park Soo Young, Chul-Ho Won, Jin-Ho Cho
Wireless skin temperature sensing patch. MFI (2008)
Cheong Hee Lee, Jung Hyun Lee, Soo-Hyun Kim, Yoon Keun Kwak
Development of beam rotating actuator based on voice coil motor type for multi-beam optical disc system. IROS (1999)