Scientific Frontiers

Publications

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

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All 308 Beyond Scaling Laws 151 Physical AI & Robotics 101 High-dimensional Generative Models 56

All Publications

308 publications

# High-dimensional Generative Foundation Models

Deep Language Model-based Early Recognition of Out-of-Hospital Cardiac Arrest from Real-Time Emergency Calls

Hong-Jae Choi, Minyoung Hwang, Sangyeon Cho, Hyunsoo Kim, Junyeong Kim, Woori Bae, Changhee Lee · npj Digital Medicine · 2026

# Foundation Model for Robotics

RehearsalNeRF: Decoupling Intrinsic Neural Fields of Dynamic Illuminations for Scene Editing

Changyeon Won, Hyunjun Jung, Jungu Cho, Seonmi Park, Chi-Hoon Lee, Hae-Gon Jeon · IJCV · 2026

# Breakthrough in Neural Scaling Law

Enhancing Spatio-Temporal Zero-shot Action Recognition with Language-driven Description Attributes

Yehna Kim, Young-Eun Kim, Seong-Whan Lee · Pattern Recognition · 2026

# Breakthrough in Neural Scaling Law

Anchoring and Rescaling Attention for Semantically Coherent Inbetweening

TaeEun Choi, Sumin Shim, Junhyeok Kim, Seong Jae Hwang · CVPR · 2026

# Breakthrough in Neural Scaling Law

Interpretable Motion Attentive Maps: Spatio-Temporally Localizing Concepts in Video Diffusion Transformers

Youngjun Jun, Seil Kang, Woojung Han, Seong Jae Hwang · CVPR · 2026

# Breakthrough in Neural Scaling Law

ViKey: Enhancing Temporal Understanding in Videos via Visual Prompting

Yeonkyung Lee, Dayun Ju, Youngmin Kim, Seil Kang, Seong Jae Hwang · CVPR · 2026

# Breakthrough in Neural Scaling Law

FEAST: Fully Connected Expressive Attention for Spatial Transcriptomics

Taejin Jeong, Joohyeok Kim, Jinyeong Kim, Chanyoung Kim, Seong Jae Hwang · CVPR · 2026

# Breakthrough in Neural Scaling Law

Rethinking Glaucoma Calibration: Voting-Based Binocular and Metadata Integration

Taejin Jeong, Joohyeok Kim, Jaehoon Joo, Seong Jae Hwang · ISBI · 2026

# Breakthrough in Neural Scaling Law

DreamCatcher: Efficient Multi-Concept Customization via Representation Finetuning

Jungwon Lee, Changhun Lee, Eunhyeok Park · WACV · 2026

# Breakthrough in Neural Scaling Law

RPM: Reasoning-Level Personalization for Black-Box Large Language Models

Jieyong Kim, Tongyoung Kim, Soojin Yoon, Jaehyung Kim, Dongha Lee · ICLR · 2026