Welcome to MINDS!
Established in 2020, POSTECH Mathematical Institute for Data Science (MINDS) is the community of researchers in the areas of fundamental data science, machine learning, artificial intelligence, scientific computing, and humanitarian data science. MINDS mission is to provide a platform for collaboration among researchers and to provide various opportunities for students in data science. MINDS also aims to use our data science research to serve our local and global communities pursuing humanitarian data science.
News
🌟 DACON Ranker Special Lecture: Winning Strategies for AI Competitions 🌟
2023.11.30
3nd POSTECH&Peking SIAM Student Chapter Joint Conference
2023.11.01
2023 PSSC Summer Camp
2023.10.04
[POSTECH(포항공과대학교) 수리 데이터과학 연구소 연구계약직 공고]-상시모집
2023.07.25
[POSTECH(포항공과대학교) 수리 데이터과학 연구소 연구계약직 공고]
2023.07.14
[POSTECH(포항공과대학교) 수리 데이터과학 연구소 연구교수 채용 공고]
2023.06.12
Seminar | Joint seminar for probability and mathematical biology
2023.05.02
[POSTECH(포항공과대학교) 수리 데이터과학 연구소 연구계약직 공고]
2023.02.15
Upcoming Events
Schedule
MINDS SEMINAR
MINDS Seminar Series | U-Jin Choi (KAIST) - Variational Diffusion Models and Applications
MINDS SEMINAR
period : 2024-02-22 ~ 2024-02-22
time : 10:00:00 ~ 12:00:00
개최 장소 : Math Bldg 404 & Online streaming (Zoom)
Topic : Variational Diffusion Models and Applications
개요
Date | 2024-02-22 ~ 2024-02-22 | Time | 10:00:00 ~ 12:00:00 |
Speaker | U-Jin Choi | Affiliation | KAIST |
Place | Math Bldg 404 & Online streaming (Zoom) | Streaming link | ID : 688 896 1076 / PW : 54321 |
Topic | Variational Diffusion Models and Applications | ||
Contents | Kingma 교수팀이 2015년에 발표한 Auto- Encoding Variational Bayes 연구는 최초의생성모델로 생성모델의 시발점인 Coner-Stone적인 논문입니다. 계속하여 2021에 Variational Diffusion Model, 2023년 12월 NeurIPS2023 에서Understanding Diffusion Objectives as the ELBO with Simple Data Augmentation의 연구를 통하여 Discrete-Time and Continuous-Time의 생성모델의 동치성을 수학적으로 증명하여 Diffusion Probability Models의 통합이론을 완성하였습니다. 워낙 Implication이 넓고 깊으므로 모든 등식을 심층분석하고 의미를 해석하게 됩니다. |
MinDS
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2024-02-16 14:44 ·
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POSTECH SIAM Student Chapter
🌟 DACON Ranker Special Lecture: Winning Strategies for AI Competitions 🌟
2023 POSTECH & Peking SIAM Student Chapter Joint Conference
2023 PSSC Summer Camp
2022 PSSC Summer Camp
2022 POSTECH & Peking SIAM Student Chapter Joint Conference
MINDS-MoNET-ISE Workshop
Information, Network & Topological Data Analysis
2021 POSTECH MINDS WORKSHOP
Recent Progress in Data Science and Applications
- Nov. 19(Fri) ~ Nov. 20(Sat) 2021 (1 Night 2 Days)
- Workshop homepage
Fall 2021 Seminar Series
MINDS Seminar Series on Data Science, Machine Learning, and Scientific Computing
Every Tuesdays 05:00 PM
ILJU POSTECH MINDS Workshop on TDA and ML
July 6 ~ July 9
Registration is required (please register here)