Scientific Frontiers

Publications

The complete index of NAIRL’s published research across its three scientific frontiers.

← Back to Research Archive

All 317 Beyond Scaling Laws 155 Physical AI & Robotics 104 High-dimensional Generative Models 58

All Publications

317 publications

# High-dimensional Generative Foundation Models

Pre-to-Post Operative MRI Generation with Retrieval-Based Visual In-Context Learning

Bogyeong Kang, Sang-Jun Park, Minjoo Lim, Myeongkyun Kang, Keun-Soo Heo, Ji-Hye Oh, Hyun Jung Lee, Tae-Eui Kam · MICCAI · 2025

# High-dimensional Generative Foundation Models

Diverse Sharpness-Aware Minimization for Machine Learning Force Fields in Semiconductor Simulations

Dong-Hee Shin, Young-Han Son, Tae-Eui Kam · ISOCC · 2025

# High-dimensional Generative Foundation Models

Perturb a Model, Not an Image: Towards Robust Privacy Protection via Anti-Personalized Diffusion Models

Tae-Young Lee, Juwon Seo, Jong Hwan Ko, Gyeong-Moon Park · NeurIPS · 2025

# High-dimensional Generative Foundation Models

SFUOD: Source-Free Unknown Object Detection

Keon-Hee Park, Seun-An Choe, Gyeong-Moon Park · ICCV · 2025

# High-dimensional Generative Foundation Models

GeoAvatar: Adaptive Geometrical Gaussian Splatting for 3D Head Avatar

SeungJun Moon, Hah Min Lew, Seungeun Lee, Ji-Su Kang, Gyeong-Moon Park · ICCV · 2025

# High-dimensional Generative Foundation Models

ConceptSplit: Decoupled Multi-Concept Personalization of Diffusion Models via Token-wise Adaptation and Attention Disentanglement

Habin Lim, Yeongseob Won, Juwon Seo, Gyeong-Moon Park · ICCV · 2025

# High-dimensional Generative Foundation Models

Do Not Mimic My Voice : Speaker Identity Unlearning for Zero-Shot Text-to-Speech

Taesoo Kim, Jinju Kim, Dongchan Kim, Jong Hwan Ko, Gyeong-Moon Park · ICML · 2025

# High-dimensional Generative Foundation Models

When Will It Fail?: Anomaly to Prompt for Forecasting Future Anomalies in Time Series

Min-Yeong Park, Won-Jeong Lee, Seong Tae Kim, Gyeong-Moon Park · ICML · 2025

# High-dimensional Generative Foundation Models

Optimized Minimal 3D Gaussian Splatting

Joo Chan Lee, Jong Hwan Ko, Eunbyung Park · NeurIPS · 2025

# High-dimensional Generative Foundation Models

SEMDICE: Off-policy State Entropy Maximization via Stationary Distribution Correction Estimation

Jongmin Lee, Meiqi Sun, Pieter Abbeel · ICLR · 2025