Lab directory
Machine Intelligence & Data Lab (MIND Lab)
Machine Intelligence & Data Lab (MIND Lab)
Seoul National University · Electrical and Computer Engineering
Information sourcenot verified yet
Professor
Prof. 문태섭
Professor's page · publicationsAbout
적응형 머신러닝, 신뢰할 수 있는(trustworthy) AI, 데이터 응용을 연구한다.
Research keywords
적응형 기계학습신뢰가능 AI데이터 응용
Recent papers
From OpenAlex · papers whose author affiliation matches this university
Selected publications
- Prevalence of Negative Transfer in Continual Reinforcement Learning: Analyses and a Simple BaselineICLR · 2025
- Option-aware Temporally Abstracted Value for Offline Goal-Conditioned Reinforcement LearningNeurIPS · 2025
- Multi-Group Proportional Representations for Text-to-Image ModelsCVPR · 2025
- DoMIX: An Efficient Framework for Exploiting Domain Knowledge in Fine-TuningACL · 2025
- FairDRO: Group fairness regularization via classwise robust optimizationNeural Networks · 2025
- TLDR: Text Based Last-Layer Retraining for Debiasing Image ClassifiersWACV · 2025
Labs doing related research
Labs that recently published on topics this lab's recent papers share
Shared topic: Model Reduction and Neural Networks
Noseong Park
KAIST · School of Computing
SBNO : Schrödinger Bridge Neural Operator for the Forward and Inverse Problems under Missing InformationNewPreprintarXiv (Cornell University) · Oct 9Jeongsu Lee
Kyung Hee University · Mechanical Engineering
Legendre polynomial anti-derivative layer for compact physics-informed neural networks and operator learning with high-frequency spectral expressivityMachine Learning Science and Technology · Sep 11Minseok Choi
POSTECH · Mathematics
Real-time physics-informed reconstruction of transient fields using sensor guidance and higher-order time differentiationApplied Soft Computing · Sep 7
Other labs in this department
- Power Electronics Lab
Seungki Sul
Power Electronics, Motor Control
- CARES Lab (Embedded Systems)
Sunhoi Ha
Embedded Systems, System Design
- Graphics & Media Lab
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컴퓨터 애니메이션, 디지털액터
- 3D Vision Lab
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3차원 비전
- VLSI Lab
Jaejun Kim
디지털 집적 회로 및 시스템 설계
- Altair Lab
Soo-Mook Moon
컴파일러, 가상머신, 블록체인, 연합학습