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eungbean.com

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"제가 가진 것들을 통해 타인에게 보다 나은 삶과 경험을 제공할 수 있기를 바랍니다."
현상의 본질을 관철할 수 있는 이성과, 사람의 마음을 움직일 수 있는 감성을 일깨우기 위해 다양한 경험과 시선을 접하고 받아들입니다. 그중에서도 음악과 운동을 좋아하며 지금은 인공지능 기반 컴퓨터 비전을 연구하고 있습니다.

Writings ──

글을 쓰며 생각을 정리합니다.
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AI Paper Reviews
25
[23NeurIPS] DIFT: Diffusion Features
Diffusion
Correspondence
[23NeurIPS] DIFT: Diffusion Features
Diffusion
Correspondence
Transformers, 수학과 코딩으로 이해하기
Transformers
Transformers, 수학과 코딩으로 이해하기
Transformers
Score based Model and Schrodinger Bridge.
Diffusion
Schrödinger Bridge
Score based Model and Schrodinger Bridge.
Diffusion
Schrödinger Bridge
[23CVPR] BBDM: Image-to-image Translation with Brownian Bridge Diffusion Models
Diffusion
Image Translation
Schrödinger Bridge
Diffusion Bridge
[23CVPR] BBDM: Image-to-image Translation with Brownian Bridge Diffusion Models
Diffusion
Image Translation
Schrödinger Bridge
Diffusion Bridge
SDDM: Score-Decomposed Diffusion Models on Manifolds for Unpaired I2I Translation
Diffusion
Image Translation
SDDM: Score-Decomposed Diffusion Models on Manifolds for Unpaired I2I Translation
Diffusion
Image Translation
[21NeurIPS] DSB: Schrödinger Bridge
Diffusion
Schrödinger Bridge
[21NeurIPS] DSB: Schrödinger Bridge
Diffusion
Schrödinger Bridge
[0] Schrödinger Bridge Overview
Diffusion
Schrödinger Bridge
[0] Schrödinger Bridge Overview
Diffusion
Schrödinger Bridge
EGSDE: Unpaired I2I Translation via Energy-Guided SDEs.
Diffusion
Image Translation
EGSDE: Unpaired I2I Translation via Energy-Guided SDEs.
Diffusion
Image Translation
Deep ViT Features as Dense Visual Descriptors
Image Representation
Deep ViT Features as Dense Visual Descriptors
Image Representation
이미지는 확률분포이다.
Image Synthesis
이미지는 확률분포이다.
Image Synthesis
Diffusion Theory Summary
Diffusion
Image Synthesis
Diffusion Theory Summary
Diffusion
Image Synthesis
STEGO: Unsupervised Semantic Segmentation by Distilling Feature Correspondences
Correspondence
STEGO: Unsupervised Semantic Segmentation by Distilling Feature Correspondences
Correspondence
Guide to Diffusion Model Image Synthesis
Image Synthesis
Guide to Diffusion Model Image Synthesis
Image Synthesis
Multimodal Image Synthesis Survey
Image Synthesis
Multimodal Image Synthesis Survey
Image Synthesis
Adaptive Convolutions for Structure-Aware Style Transfer
Image Translation
Adaptive Convolutions for Structure-Aware Style Transfer
Image Translation
Sensorium: Harnessing the Conditioning Sensorium for Improved Image Translation
Image Synthesis
Sensorium: Harnessing the Conditioning Sensorium for Improved Image Translation
Image Synthesis
DINO: Emerging Properties in Self-Supervised Vision Transformers
Transformers
DINO: Emerging Properties in Self-Supervised Vision Transformers
Transformers
CLADE: Semantic Image Synthesis via Efficient Class-Adaptive Normalization
Image Synthesis
GANs
CLADE: Semantic Image Synthesis via Efficient Class-Adaptive Normalization
Image Synthesis
GANs
Closed-Form Factorization of Latent Semantics in GANs
GANs
Closed-Form Factorization of Latent Semantics in GANs
GANs
Synthesizer: Rethinking Self-Attention for Transformer Models
Transformers
Synthesizer: Rethinking Self-Attention for Transformer Models
Transformers
Taming Transformers for High-resolution Image Synthesis
Image Synthesis
Transformers
Taming Transformers for High-resolution Image Synthesis
Image Synthesis
Transformers
CVPR2021 Review: Synthesis
Image Translation
Image Synthesis
CVPR2021 Review: Synthesis
Image Translation
Image Synthesis
INADE: Diverse Semantic Image Synthesis via Probability Distribution Modeling
Image Synthesis
GANs
INADE: Diverse Semantic Image Synthesis via Probability Distribution Modeling
Image Synthesis
GANs
Real-Time High-Resolution Background Matting
Image Matting
GANs
Real-Time High-Resolution Background Matting
Image Matting
GANs
CoCosNet: Cross-domain Correspondence Learning for Exemplar-based Image Translation
Image Synthesis
CoCosNet: Cross-domain Correspondence Learning for Exemplar-based Image Translation
Image Synthesis
Life
6
연구자와 학생을 위한 맥 치트키 앱 모음 ver. 2023
Optimization
연구자와 학생을 위한 맥 치트키 앱 모음 ver. 2023
Optimization
구글과 AI, 그리고 특허
Optimization
구글과 AI, 그리고 특허
Optimization
Be the real you, 게리 바이너 척
Optimization
Be the real you, 게리 바이너 척
Optimization
쏟아지는 일을 정리하는 방법
Optimization
쏟아지는 일을 정리하는 방법
Optimization
이동욱님: 지방대 개발 비전공자가 배달의민족 리드 개발자가 되기까지
Optimization
이동욱님: 지방대 개발 비전공자가 배달의민족 리드 개발자가 되기까지
Optimization
뇌과학자가 말하는 활기찬 하루 보내는 방법
Optimization
뇌과학자가 말하는 활기찬 하루 보내는 방법
Optimization
TIL
10
22.08.25: 멋있게 하지 말고, 간단하게 하자.
Pytorch
22.08.25: 멋있게 하지 말고, 간단하게 하자.
Pytorch
22.01.06: SemiSeg 코드 분석
Pytorch
22.01.06: SemiSeg 코드 분석
Pytorch
21.12.30: GPU 파업하다.
Pytorch
21.12.30: GPU 파업하다.
Pytorch
21.12.29: Unsupervised SemSeg
Pytorch
21.12.29: Unsupervised SemSeg
Pytorch
21.11.18: Conditioned Vision Transformer
Pytorch
21.11.18: Conditioned Vision Transformer
Pytorch
21.11.16: Multiple Vector Sampling with Torch
Pytorch
21.11.16: Multiple Vector Sampling with Torch
Pytorch
21.11.08: CoCosNet 코드분석
Pytorch
21.11.08: CoCosNet 코드분석
Pytorch
21.11.01: Easy reference vs Hard Reference
Pytorch
21.11.01: Easy reference vs Hard Reference
Pytorch
21.10.20: pytorch-lightning + Hydra (2) argparse → hydra!
Pytorch
21.10.20: pytorch-lightning + Hydra (2) argparse → hydra!
Pytorch
21.10.18: pytorch-lightning + Hydra (1) Datamodule 작성하기
Pytorch
21.10.18: pytorch-lightning + Hydra (1) Datamodule 작성하기
Pytorch

Projects ──

Search
AI Projects
5
Building detection in SAR satellite images.
•
Research on the concept of deep learning target classification based on radar image signals.
•
A Study on Satellite Image AI Recognition System.
•
Target Classification based on Radar Image (Phase-I)
#AI #Deeplearning #computervision
SAR Satellite Building Detection
Development of SWIR/LWIR Image Fusion Algorithm focused on Video Object Segmentation and Tracking (VOST) in unsupervised and semi-supervised manner.
Associated with LIG Nex1 Company Ltd.
#AI #Vision
Target Detection/Tracking Deep Learning Algorithm

Work Required

급격히 노령화된 사회로 인해 독거노인의 급증으로 하는 사회적인 문제가 심화되고 있습니다. 이를 해결하기 위해 노인 돌봄 로봇을 개발하여 가족을 이어주고 생활을 도와줍니다.
•
식단 인지와 추천
•
식사 말벗 기능
•
가족, 요양사 등 Care Giver와의 연결
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가족과 의사소통을 돕는 인공지능 가족뉴스 요약기능

Our Strategy

SITUATION RECOGNITION

챗봇이 컴퓨터 비전 기술을 이용해 주변 상황을 인식합니다. 노인의 위치 및 저녁식사 음식 종류등을 인지하여 노인에게 알맞는 식단 및 영양 정보를 제공하고 노인에게 말벗이 되어줍니다.
ELSA: Eldery Care Robot
TA: Graduation Research
Web Dev.
5
Personal Blog Project v1. Using Jekyll + Github Pages.
#Jekyll #Javascript #GithubPages
Personal Blog v1: Jekyll
Personal Blog Project v2. Using Gatsby + React + Vercel.
#Gatsby #React #Vercel #Javascript
Personal Blog v2: Gatsby

Loves ──

나눔을 잊지 않습니다.
Donations
•
UNHCR
•
UNICEF
•
사랑의열매
•
Yonsei University
•
Sogang University
Volunteers
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용산 가브리엘의 집 Assistance for disabled children
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Others