CAU Scholar's Space: Lee, Minhyeok

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Lee, Minhyeok (이민혁)

창의ICT공과대학 (전자전기공학부)

Research Area: Generative Adversarial Network, Biomedical Machine Learning, AI-based Financial Engineering

Tel 02-820-5282
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deep learning:15||Deep learning:7||machine learning:5||Generative adversarial network:5||artificial intelligence:5||image generation:4||natural language processing:4||Algorithms:3||bioinformatics:3||Transformer:3||Generative adversarial networks:3||generative adversarial networks:3||attention mechanism:3||hospital visits:3||Portfolio management:2||generative adversarial network:2||medical segmentation:2||Image synthesis:2||generative model:2||generative models:2||survival analysis:2||Inception score:2||Computational modeling:2||national health insurance database:2||texttoimage synthesis:2||genomic data:2||boxcounting dimension:2||graphical model:2||cancer prognosis:2||BERT:2||tumor segmentation:2||Risk estimation:2||organ segmentation:2||GAN:2||GPT:2||computer vision:2||Image generation:2||prognosis estimation:2||Long shortterm memory:2||fractal dimension analysis:2||ChatGPT:2||gene expression:2||gene expression data:2||lowgrade glioma:2||asthma:2||sample generation:2||Multitask reinforcement learning:1||NLP:1||Nanophotonics:1||Nash equilibrium:1||Natural Language Processing:1||Neoplasm metastasis:1||Outofcontext:1||PPI prediction:1||Portfolio optimization:1||Principal component analysis:1||Probabilistic logic:1||Probability estimation:1||RNA:1||Recurrent neural network:1||Sample generation:1||Semantic Textual Similarity:1||SiRNA interference:1||Spatial pooling:1||Spectral normalization:1||Squeeze and Excitation network:1||Stable Diffusion:1||StyleGAN2ADA:1||Survival:1||Task analysis:1||Text Classification:1||Training:1||Transformers:1||Tumors:1||Uncertainty:1||Vision transformers:1||Xray images:1||adaptive elasticnet:1||air pollutants:1||air pollution:1||artificial neural network:1||artificial selfidentity:1||atmospheric ozone:1||batch normalization:1||big data:1||big data analysis:1||bioimage analysis:1||biomedical data analysis:1||breast cancer metastasis:1||carbon monoxide:1||companion robot:1||computational biology:1||computational linguistics:1||computational topology:1||consciousness:1||convolutional neural networks:1||correlation dimension:1||creativity:1||deep learning models:1||deep neural network:1||diabetes mellitus:1||diabetic retinopathy:1||diffusion models:1||diffusionbased probabilistic models:1||digital image processing:1||digital pathology:1||direction recognition:1||discrete mathematics:1||disease network:1||disentangled representations:1||distributed inference:1||dropout:1||edge computing:1||embedding similarity:1||embedding space geometry:1||ensemble learning:1||etc.:1||feature extraction:1||feature space geometry:1||fractal analysis:1||fractalinspired analysis:1||game theory:1||gene network:1||gene network estimation:1||gene transcription:1||generative adversarial networks (GAN):1||generative artificial intelligence:1||generative pretrained transformer:1||generative pretrained transformers:1||genetics:1||genome data:1||genome editing:1||genomics:1||gradient analysis:1||guide RNA:1||hallucination:1||identity recognition:1||image analysis:1||image and video synthesis:1||image synthesis:1||language models:1||large language model:1||large language models:1||layerwise dynamics:1||learning agents:1||least absolute shrinkage and selection operator:1||level set theory:1||linear correlation analysis:1||lncRNA:1||long noncoding RNA:1||mRNA:1||machine learned strain sensors:1||manifold structures:1||medical image analysis:1||medical imaging:1||memory continuum:1||metric space theory:1||mobile robot:1||multitask:1||multitask deep learning:1||multiple losses:1||network estimation:1||neural adaptation:1||nitrogen dioxide:1||object avoidance:1||object detection:1||object detection and classification:1||object tracking:1||offtarget activity:1||omnidirectional strain sensors:1||ontarget activity:1||ozone:1||particulate matter:1||pattern synthesis:1||penalized regression:1||persistent homology:1||pneumonia classification:1||prognostic gene:1||protein–protein interactions:1||protein networks:1||protein regulation:1||random forest:1||regressionbased approach:1||respiratory health:1||retinal disorders:1||retrospective study:1||rhinitis:1||scoreGAN:1||selfawareness:1||selfsupervised learning:1||semantic convergence:1||sequence analysis:1||small interfering RNA:1||squeeze and excitation network:1||statistical consistency:1||strain sensor:1||stretchable electronics:1||survival estimation:1||textToimage synthesis:1||texttoimage models:1||time lag effect:1||token embeddings:1||topological data analysis:1||transcriptome:1||transcriptome data:1||transfer learning:1||transformer:1||transformer model:1||transformer models:1||video:1||whole slide images:1||3D:1||word frequency analysis:1||3D computer vision:1||AI:1||Adversarial learning:1||Artificial neural network:1||Belief Function:1||CRISPRCas system:1||CRISPRCas9:1||Cheapfakes:1||Class Conditional GAN:1||Colorectal neoplasms:1||Computational photography:1||Computer architecture:1||Conditional image generation:1||CycleGAN:1||Deep reinforcement learning:1||Device design automation:1||DistilBERT:1||Domain translation:1||Face image translation:1||Feature extraction:1||Fréchet Inception distance:1||Generative Adversarial Networks:1||Generative models for image:1||Generators:1||Genomics:1||Ground Image Captioning:1||HILS1:1||Histogram transformation:1||Image resolution:1||Image segmentation:1||Imagetoimage translation:1||Inverse Design:1||Inverse design:1||Joint cost function:1||Kernel density estimation:1||L1 penalty:1||LLM:1||LoRA finetuning:1||MRI:1||Mathematical models:1||Maxwell equation:1||Medical image segmentation:1||Misinformation:1||MonteCarlo:1||Multilabel Classification:1||

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