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Jinse Kwon
Jinse Kwon
Researcher, ETRI
Verified email at etri.re.kr
Title
Cited by
Cited by
Year
Reducing distraction of smartwatch users with deep learning
J Lee, J Kwon, H Kim
Proceedings of the 18th International Conference on Human-Computer …, 2016
212016
A comprehensive evaluation of quantized instruction-tuned large language models: An experimental analysis up to 405b
J Lee, S Park, J Kwon, J Oh, Y Kwon
arXiv e-prints, arXiv: 2409.11055, 2024
142024
NEST‐C: A deep learning compiler framework for heterogeneous computing systems with artificial intelligence accelerators
J Park, M Yu, J Kwon, J Park, J Lee, Y Kwon
ETRI Journal 46 (5), 851-864, 2024
82024
Pipelining of a Mobile SoC and an External NPU for Accelerating CNN Inference
J Kwon, J Lee, H Kim
IEEE Embedded Systems Letters 16 (2), 150-153, 2023
52023
Reducing smartwatch users’ distraction with convolutional neural network
J Lee, J Kwon, H Kim
Mobile Information Systems 2018 (1), 7689549, 2018
32018
Exploring the Trade-Offs: Quantization Methods, Task Difficulty, and Model Size in Large Language Models From Edge to Giant
J Lee, S Park, J Kwon, J Oh, Y Kwon
arXiv preprint arXiv:2409.11055, 2024
22024
Advanced indoor zone detection with bluetooth and ultrasound of smartphone
JS Kwon, JM Lee, HS Kim
IEMEK Journal of Embedded Systems and Applications 11 (3), 135-141, 2016
22016
MLTuner: Efficient Code Tuning via Multi-Level Machine Learning Models
JH Cha, M Lee, J Kwon, J Lee, J Lee, Y Kwon
arXiv preprint arXiv:2411.10764, 2024
12024
지구 관측 위성의 실시간 온보드 인공지능 적용에 관한 연구
권진세, 강재민, 서다은, 박상진, 김형신
한국항공우주학회 학술발표회 초록집, 78-79, 2022
12022
Accelerating a two-stage object detector for high quality in-orbit remote sensing
J Kang, J Kwon, H Kim
Image and Signal Processing for Remote Sensing XXVIII 12267, 72-75, 2022
12022
Multi-level Machine Learning-Guided Autotuning for Efficient Code Generation on a Deep Learning Accelerator
JH Cha, M Lee, J Kwon, J Lee, Y Kwon
Proceedings of the 26th ACM SIGPLAN/SIGBED International Conference on …, 2025
2025
Design Practices and Lessons from Deploying On-device Vision-Language Interaction in Robotic Guide Dogs
J Kwon, J Lee, Y Kwon
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2025
2025
감시정찰 인공위성을 위한 온디바이스 AI 컴퓨팅
서다은, 권진세, 강재민, 이한빈, 김기환, 하상호, 김형신
한국항공우주학회 학술발표회 초록집, 470-471, 2024
2024
온보드 인공지능컴퓨팅 기반 감시정찰기술 연구
김형신, 권진세, 강재민, 서다은, 이한빈
한국항공우주학회 학술발표회 초록집, 138-138, 2023
2023
RTEMS 파일시스템의 최대 생성가능 파일 개수 분석
권진세, 강재민, 서다은, 박형식, 최종욱, 김형신
2022 대한임베디드공학회 추계학술대회 2022, 311-314, 2022
2022
Accuracy improvement with input image upscaling for in-orbit object detection
D Seo, J Kwon, H Kim
Image and Signal Processing for Remote Sensing XXVIII 12267, 53-57, 2022
2022
Optimizing 2-stage Tiling-based Matrix Multiplication in FPGA-based Neural Network Accelerator
K Jinse, Y Misun
IEMEK Journal of Embedded Systems and Applications 17 (6), 367-374, 2022
2022
뉴럴 네트워크 가속기의 추론 정확도 향상을 위한 타일 기반 양자화 기법
유주원, 권진세, 김형신
한국정보과학회 학술발표논문집, 685-687, 2021
2021
GPU 내장 임베디드 보드에서 다중 입력의 파이프라인 추론
강재민, 권진세, 김형신
한국정보과학회 학술발표논문집, 1476-1478, 2021
2021
모바일 디바이스에서 계층별 프로세서 할당을 통한 딥러닝 학습 가속
하동휘, 권진세, 김형신
정보과학회 컴퓨팅의 실제 논문지 27 (6), 263-272, 2021
2021
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