Mingu Kang
- Benchmarking Self-Supervised Learning on Diverse Pathology Datasets
2022/12/09 by Mingu Kang, Kang, Mingu, Heon Song +7 · 26 citations
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging
- Accelerating Attention through Gradient-Based Learned Runtime Pruning
2022/04/07 by Zheng Li, Soroush Ghodrati, Li, Zheng +7 · 4 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Topic Modeling
- SPADE: Sparse Pillar-based 3D Object Detection Accelerator for Autonomous Driving
2023/05/12 by Minjae Lee, Lee, Minjae, Seongmin Park +14 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Robotics and Sensor-Based Localization #Visual Attention and Saliency Detection
- FSL-HDnn: A 5.7 TOPS/W End-to-end Few-shot Learning Classifier Accelerator with Feature Extraction and Hyperdimensional Computing
2024/09/17 by Haichao Yang, Chang Eun Song, Yang, Haichao +15 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Photonic and Optical Devices
- SpecPCM: A Low-power PCM-based In-Memory Computing Accelerator for Full-stack Mass Spectrometry Analysis
2024/11/14 by Keming Fan, Ashkan Moradifirouzabadi, Fan, Keming +15 · 2 citations
Biochemistry, Genetics and Molecular Biology · Chemistry · Computer Science · #Advanced Data Storage Technologies #Advanced NMR Techniques and Applications #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Electrical engineering #Hardware Architecture (cs.AR) #Metabolomics and Mass Spectrometry Studies #Signal Processing (eess.SP) #electronic engineering #information engineering
- Occurrence, spatial distribution, and source implications of 1,4-dioxane and chlorinated solvents from streams to marine environments
2026/07/24 by Mingu Kang, Jin-Su Oh, Ye-Won Song +1
Environmental Science · #Water Treatment and Disinfection #Toxic Organic Pollutants Impact #Microbial bioremediation and biosurfactants
- D-NOVA: In-Storage Retrieval Accelerator via Dual-Bound 3D NAND-Optimized Similarity Search with Vector Adaptation
2026/07/20 by Chang Eun Song, Sumukh Pinge, Tianqi Zhang +3
#cs.AR #cs.CL #cs.DB #cs.ET #cs.IR