Lab directory
Embedded Systems Lab
Embedded Systems Lab
Chungnam National University · Computer Science and Engineering
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Professor
Prof. 김형신
Professor's page · publicationsAbout
임베디드 시스템 연구실은 고신뢰성 임베디드시스템과 임베디드 딥러닝을 연구한다. IoT와 모바일 컴퓨팅 환경에서 동작하는 시스템 기술을 다룬다.
Research keywords
임베디드시스템IoT모바일컴퓨팅
Selected publications
- CNN Compression via Channel-Wise Variance-Based Filter PruningIEEE Access · 2026
- IPTQ-ViT: Post-Training Quantization of Non-linear Functions for Integer-only Vision TransformersIEEE/CVF Winter Conference on Applications of Computer Vision (WACV) · 2026
- Simplifying Two-Stage Object Detectors for On-Board Remote SensingIEEE Access · 2025
- Accelerated ElasticTrainer With Elastic Layer SelectionIEEE Access · 2025
- Lightweight Disaster Semantic Segmentation for UAV On-device IntelligenceIEEE International Geoscience and Remote Sensing Symposium (IGARSS) · 2024
- Mixed Non-linear Quantization for Vision TransformersComputational Aspects of Deep Learning Workshop · 2024
Other labs in this department
- Computer Vision Lab
Koh Yeong Jun
컴퓨터비전, 영상처리, 머신러닝
- Generative Intelligence Lab
Kwon Jingun
자연어처리, 생성학습
- Deep Learning and Scientific Computing Lab
Kyungsup Kim
기계학습, 응용과학계산
- Mobile and Intelligent Network Lab
Ki Il Kim
이동네트워크, IoT
- Data Optimization Lab
SangMook Kim
머신러닝, 데이터 사이언스, 의료 AI
- Smart Data Lab
Kim, Young-Kuk
딥러닝·데이터 마이닝 (추천 시스템, 스마트 데이터/스마트홈 데이터 분석)