Sehoon's Blog https://sehooni.github.io Sehoon's Technical Blog ko Mon, 22 Jun 2026 07:53:42 GMT <![CDATA[[AI Hackathon] 2026 Gemini 3 Seoul Hackathon 본선(Top 6) 진출 회고: Alpha-Agent]]> https://sehooni.github.io/blog/Projects/Hackathon/gemini-3-seoul-hackathon-alpha-agent/ https://sehooni.github.io/blog/Projects/Hackathon/gemini-3-seoul-hackathon-alpha-agent/ Mon, 02 Mar 2026 00:00:00 GMT <![CDATA[[AI Hackathon] 2025 LG Aimers 7기 AI Hackathon 회고]]> https://sehooni.github.io/blog/Projects/Hackathon/ai-hackathon-2025-lg-aimers-7-ai-hackathon/ https://sehooni.github.io/blog/Projects/Hackathon/ai-hackathon-2025-lg-aimers-7-ai-hackathon/ Tue, 06 Jan 2026 00:00:00 GMT <![CDATA[[ML Study] 분류 모델의 핵심: 로지스틱 회귀와 소프트맥스 회귀]]> https://sehooni.github.io/blog/AI/DL_ML/logistic-regression-and-softmax/ https://sehooni.github.io/blog/AI/DL_ML/logistic-regression-and-softmax/ Tue, 02 Dec 2025 00:00:00 GMT <![CDATA[[ML Study] 선형 회귀와 최적화: 정규방정식부터 경사하강법(GD)까지]]> https://sehooni.github.io/blog/AI/DL_ML/linear-regression-and-optimization/ https://sehooni.github.io/blog/AI/DL_ML/linear-regression-and-optimization/ Tue, 25 Nov 2025 00:00:00 GMT <![CDATA[[ML Study] 머신러닝 첫걸음: Classification 모델 완전정복 (1)]]> https://sehooni.github.io/blog/AI/DL_ML/ML_Classification/ https://sehooni.github.io/blog/AI/DL_ML/ML_Classification/ Tue, 30 Sep 2025 00:00:00 GMT <![CDATA[[Paper Review] Geometric deep learning improves generalizability of MHC-bound peptide prediction]]> https://sehooni.github.io/blog/PaperReview/Geometric-deep-learning-MHC-peptide-prediction/ https://sehooni.github.io/blog/PaperReview/Geometric-deep-learning-MHC-peptide-prediction/ Mon, 30 Dec 2024 00:00:00 GMT <![CDATA[[LLM] RAG(Retrieval Augmented Generation)란 무엇인가]]> https://sehooni.github.io/blog/AI/LLM/About_RAG/ https://sehooni.github.io/blog/AI/LLM/About_RAG/ Wed, 02 Oct 2024 00:00:00 GMT <![CDATA[[AI Hackathon] 2024 Upstage Global AI week AI Hackathon 회고]]> https://sehooni.github.io/blog/Projects/Hackathon/ai-hackathon-2024-upstage-global-ai-week-ai-hackathon/ https://sehooni.github.io/blog/Projects/Hackathon/ai-hackathon-2024-upstage-global-ai-week-ai-hackathon/ Tue, 01 Oct 2024 00:00:00 GMT <![CDATA[[Paper Review] HighFold: Predicting cyclic peptide structures and complexes with head-to-tail and disulfide bridge constraints]]> https://sehooni.github.io/blog/PaperReview/HighFold-cyclic-peptide-structure-prediction/ https://sehooni.github.io/blog/PaperReview/HighFold-cyclic-peptide-structure-prediction/ Thu, 26 Sep 2024 00:00:00 GMT <![CDATA[[AI Hackathon] 2024 SmileGate FutureLab AI service weeklython 회고]]> https://sehooni.github.io/blog/Projects/Hackathon/2024smilegate-futurelab-ai-service-weeklython-ai-driven-game-scenario-generator/ https://sehooni.github.io/blog/Projects/Hackathon/2024smilegate-futurelab-ai-service-weeklython-ai-driven-game-scenario-generator/ Wed, 31 Jul 2024 00:00:00 GMT <![CDATA[[Paper Review] MSAGPT: Neural Prompting Protein Structure Prediction via MSA Generative Pre-Training]]> https://sehooni.github.io/blog/PaperReview/MSAGPT-generative-pretraining-protein-structure/ https://sehooni.github.io/blog/PaperReview/MSAGPT-generative-pretraining-protein-structure/ Fri, 28 Jun 2024 00:00:00 GMT <![CDATA[[Paper Review] GCPNet-EMA: Protein structure accuracy estimation using geometry-complete perceptron networks]]> https://sehooni.github.io/blog/PaperReview/GCPNet-EMA-protein-model-accuracy-estimation/ https://sehooni.github.io/blog/PaperReview/GCPNet-EMA-protein-model-accuracy-estimation/ Fri, 19 Apr 2024 00:00:00 GMT <![CDATA[[Paper Review] Distance-AF: Modifying Predicted Protein Structure Models by AlphaFold2 with User-Specified Distance Constraints]]> https://sehooni.github.io/blog/PaperReview/Distance-AF-protein-structure-refinement/ https://sehooni.github.io/blog/PaperReview/Distance-AF-protein-structure-refinement/ Thu, 29 Feb 2024 00:00:00 GMT <![CDATA[[Paper Review] AlphaLink2: Modeling protein complexes with crosslinking mass spectrometry and deep learning]]> https://sehooni.github.io/blog/PaperReview/AlphaLink2-protein-complex-modeling/ https://sehooni.github.io/blog/PaperReview/AlphaLink2-protein-complex-modeling/ Fri, 15 Dec 2023 00:00:00 GMT <![CDATA[[Paper Review] diSBPred: A Machine Learning Based Approach for Disulfide Bond Prediction]]> https://sehooni.github.io/blog/PaperReview/diSBPred-disulfide-bond-prediction/ https://sehooni.github.io/blog/PaperReview/diSBPred-disulfide-bond-prediction/ Wed, 15 Nov 2023 00:00:00 GMT <![CDATA[[Proteomics] Percolator]]> https://sehooni.github.io/blog/Proteomics/Percolator/ https://sehooni.github.io/blog/Proteomics/Percolator/ Mon, 24 Apr 2023 00:00:00 GMT <![CDATA[[Proteomics] Peptide Identification - De novo sequencing]]> https://sehooni.github.io/blog/Proteomics/PeptID_Denovo/ https://sehooni.github.io/blog/Proteomics/PeptID_Denovo/ Thu, 30 Mar 2023 00:00:00 GMT <![CDATA[[Proteomics] Peptide Identification - DB Search]]> https://sehooni.github.io/blog/Proteomics/PeptID_DBSearch/ https://sehooni.github.io/blog/Proteomics/PeptID_DBSearch/ Mon, 27 Mar 2023 00:00:00 GMT <![CDATA[[Proteomics] Introduction of Proteomics 2]]> https://sehooni.github.io/blog/Proteomics/introduction_to_proteomics_MS/ https://sehooni.github.io/blog/Proteomics/introduction_to_proteomics_MS/ Tue, 14 Mar 2023 00:00:00 GMT <![CDATA[[Proteomics] Introduction of Proteomics]]> https://sehooni.github.io/blog/Proteomics/introduction_to_proteomics/ https://sehooni.github.io/blog/Proteomics/introduction_to_proteomics/ Tue, 07 Mar 2023 00:00:00 GMT <![CDATA[[Proteomics] proteomics 수업 내용 정리에 앞서]]> https://sehooni.github.io/blog/Proteomics/proteomics_start/ https://sehooni.github.io/blog/Proteomics/proteomics_start/ Mon, 06 Mar 2023 00:00:00 GMT <![CDATA[[NLP] Attention is all you need]]> https://sehooni.github.io/blog/PaperReview/Attention_is_all_you_need/ https://sehooni.github.io/blog/PaperReview/Attention_is_all_you_need/ Fri, 03 Mar 2023 00:00:00 GMT <![CDATA[[Jetson] Jetson Nano를 이용한 Yolov5 활용기 (3) - yolov5 설치 및 프로젝트 중 발생한 오류(시행착오) 정리]]> https://sehooni.github.io/blog/Projects/Jetson/Jetson_yolov5/ https://sehooni.github.io/blog/Projects/Jetson/Jetson_yolov5/ Sat, 18 Feb 2023 00:00:00 GMT <![CDATA[[Jetson] Jetson Nano를 이용한 Yolov5 활용기 (2) - CUDA BUILD]]> https://sehooni.github.io/blog/Projects/Jetson/Jetson_CUDA_Build/ https://sehooni.github.io/blog/Projects/Jetson/Jetson_CUDA_Build/ Fri, 17 Feb 2023 00:00:00 GMT <![CDATA[[Jetson] Jetson Nano를 이용한 Yolov5 활용기 (1) - linux os 설정]]> https://sehooni.github.io/blog/Projects/Jetson/Jetson_Yahboom/ https://sehooni.github.io/blog/Projects/Jetson/Jetson_Yahboom/ Thu, 16 Feb 2023 00:00:00 GMT <![CDATA[[Jetson] Jetson Nano를 이용한 Yolov5 활용기]]> https://sehooni.github.io/blog/Projects/Jetson/Jetson_1/ https://sehooni.github.io/blog/Projects/Jetson/Jetson_1/ Fri, 20 Jan 2023 00:00:00 GMT <![CDATA[[CV] Mask R-CNN & U-Net]]> https://sehooni.github.io/blog/PaperReview/Mask_RCNN_UNet/ https://sehooni.github.io/blog/PaperReview/Mask_RCNN_UNet/ Tue, 20 Dec 2022 00:00:00 GMT <![CDATA[[2022인공지능경진대회] 2022년 인공지능 온라인 경진대회 후기]]> https://sehooni.github.io/blog/Projects/Hackathon/AI_Contest/ https://sehooni.github.io/blog/Projects/Hackathon/AI_Contest/ Sun, 02 Oct 2022 00:00:00 GMT <![CDATA[[CV] RCNN, Fast R-CNN, Faster R-CNN]]> https://sehooni.github.io/blog/PaperReview/RCNN_Fast_RCNN_Faster_RCNN/ https://sehooni.github.io/blog/PaperReview/RCNN_Fast_RCNN_Faster_RCNN/ Mon, 18 Jul 2022 00:00:00 GMT <![CDATA[[CV] ImageNet Classification with Deep Convolutional Neural Networks(CNN)]]> https://sehooni.github.io/blog/PaperReview/ImageNet_Classification_with_Deep_Convolutional_Neural_Networks/ https://sehooni.github.io/blog/PaperReview/ImageNet_Classification_with_Deep_Convolutional_Neural_Networks/ Thu, 28 Apr 2022 00:00:00 GMT <![CDATA[[DL] ANN, DNN, CNN, RNN 개념과 차이]]> https://sehooni.github.io/blog/AI/DL_ML/ANN,DNN,CNN,RNN/ https://sehooni.github.io/blog/AI/DL_ML/ANN,DNN,CNN,RNN/ Sun, 03 Apr 2022 00:00:00 GMT <![CDATA[[NLP] 문서 분류 모델 실전 투입]]> https://sehooni.github.io/blog/AI/NLP/classification_model_apply/ https://sehooni.github.io/blog/AI/NLP/classification_model_apply/ Sat, 26 Mar 2022 00:00:00 GMT <![CDATA[[NLP] 문서 분류 모델]]> https://sehooni.github.io/blog/AI/NLP/document_classification/ https://sehooni.github.io/blog/AI/NLP/document_classification/ Fri, 25 Mar 2022 00:00:00 GMT <![CDATA[[NLP] 문서 분류 모델 training]]> https://sehooni.github.io/blog/AI/NLP/classification_model_train/ https://sehooni.github.io/blog/AI/NLP/classification_model_train/ Fri, 25 Mar 2022 00:00:00 GMT <![CDATA[[NLP] 문장 쌍 분류 모델 실전 투입]]> https://sehooni.github.io/blog/AI/NLP/pair_classification_service/ https://sehooni.github.io/blog/AI/NLP/pair_classification_service/ Wed, 23 Mar 2022 00:00:00 GMT <![CDATA[[NLP] 문장 쌍 분류 모델 학습하기]]> https://sehooni.github.io/blog/AI/NLP/pair_classification_train/ https://sehooni.github.io/blog/AI/NLP/pair_classification_train/ Tue, 22 Mar 2022 00:00:00 GMT <![CDATA[[NLP] 문장 쌍 분류 모델]]> https://sehooni.github.io/blog/AI/NLP/pair_classification/ https://sehooni.github.io/blog/AI/NLP/pair_classification/ Mon, 21 Mar 2022 00:00:00 GMT