Je-Seok Ham (함제석)

Education

• 2023.8-Present Ph.D. (School of Electrical Engineering), Korea Advanced Institute of Science Technology, South Korea
  Advisor: Changick Kim

• 2017.2-2019.2 M.S. (Dept. of Bio and Brain Engineering), Korea Advanced Institute of Science Technology, South Korea
  Advisor: Sung-Hong Park
  Thesis: Multiple TR approach for direct detection of fast oscillating magnetic fields

• 2012.3-2017.2 B.S. (School of Electrical Engineering), Kyungpook National University, South Korea

Research Interests

• Deep Learning

• Computer Vision

• Action Anticipation

Publications

• Je-Seok Ham, Dae Hoe Kim, NamKyo Jung, Jinyoung Moon, “CIPF: Crossing Intention Prediction Network Based on Feature Fusion Modules for Improving Pedestrian Safety”, The IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2023.

• Je-Seok Ham, Kangmin Bae, Jinyoung Moon, “MCIP: Multi-Stream Network for Pedestrian Crossing Intention Prediction”, European Conference on Computer Vision (ECCV) Workshops, 2023

• 함제석, 김보경, 문진영, “CCTV 영상에서 단일 및 다중 보행자의 횡단 의도 예측을 위한 데이터셋 및 모델”, 정보과학회 컴퓨팅의 실제 논문지, 2023

• 함제석, 김보경, 문진영, “어린이 보호 구역에서 보행자의 횡단 의도 예측”, 한국컴퓨터종학학술대회, 2022

• Hyeji Kim, Jaehoon Chung, Kyoungseon Shin, Chun-Gi Lyuh, HyunMi Kim, Chan Kim, Yong Cheol Peter Cho, Jeongmin Yang, Je-Seok Ham, Minseok Choi, Jinho Han, Youngsu Kwon, “Live Demonstration: A Neural Processor for AI Acceleration”, IEEE International Symposium on Circuits and Systems (ISCAS), 2021

• Je-Seok Ham, Yong Cheol Peter Cho, Ju-Yeob Kim, Chun-Gi Lyuh, Jin-Kyu Kim, Jinho Han, Youngsu Kwon, “HPC LINPACK Parameter Optimization on Homo-/Heterogeneous System of ARM Neoverse N1SDP”, The International Conference on High Performance Computing in Asia-Pacific Region (HPC Asia), 2021

• Yong Cheol Peter Cho, Jaehoon Chung, Jeongmin Yang, Chun‐Gi Lyuh, HyunMi Kim, Chan Kim, Je‐Seok Ham, Minseok Choi, Kyoungseon Shin, Jinho Han, Youngsu Kwon, “AB9: A neural processor for inference acceleration”, ETRI Journal, 2020

• 함제석, 조용철, 김주엽, 여준기, 김진규, 한진호, 권영수, “ARM Neoverse N1SDP Homo-/Heterogeneous 시스템에서 HPC LINPACK 벤치마크 성능 최적화 및 분석 기법”, 한국소프트웨어종합학술대회, 2020

• 조용철, 정재훈, 양정민, 여준기, 김현미, 김찬, 함제석, 최민석, 신경선, 한진호, 권영수, “AB9: 인공지능 추론 가속을 위한 프로세서”, 대한전자공학회 학술대회, 2020

• Ji Hoon Ahn, Hyunsoo Cho, Jun-Hee Kim, Shin Heun Kim, Je-Seok Ham, Intae Park, Sang Heon Suh, Seon Pyo Hong, Joo-Hye Song, Young-Kwon Hong, Yong Jeong, Sung-Hong Park, Gou Young Koh, “Meningeal lymphatic vessels at the skull base drain cerebrospinal fluid”, Nature(IF 69.504), 2019

• Je-Seok Ham, Hyun-Soo Lee, Sung-Hong Park, “Multiple TR Approach for Direct Detection of Fast Oscillating Magnetic Fields”, The International Society of Magnetic Resonance in Medicine (ISMRM), 2019

• Je-Seok Ham, Sang-In Bae, Won-Joon Do, Ki-Hun Jeong, Sung-Hong Park, “Intra-operative MRI with MR detectable endoscope using tunable lens filled with MR contrast agent”, The International Society of Magnetic Resonance in Medicine (ISMRM), 2018