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

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All 174 Beyond Scaling Laws 87 Physical AI & Robotics 60 High-dimensional Generative Models 27

High-dimensional Generative Models

27 publications

# High-dimensional Generative Foundation Models

Aligning Text to Image in Diffusion Models is Easier Than You Think

Jaa-Yeon Lee, Byunghee Cha, Jeongsol Kim, Jong Chul Ye · NeurIPS · 2025

# High-dimensional Generative Foundation Models

Inference-Time Diffusion Model Distillation

Geon Yeong Park, Sang Wan Lee, Jong Chul Ye · ICCV · 2025

# High-dimensional Generative Foundation Models

FlowDPS : Flow-Driven Posterior Sampling for Inverse Problems

Jeongsol Kim, Bryan Sangwoo Kim, Jong Chul Ye · ICCV · 2025

# High-dimensional Generative Foundation Models

Free2Guide: Training-Free Text-to-Video Alignment using Image LVLM

Jaemin Kim, Bryan Sangwoo Kim, Jong Chul Ye · ICCV · 2025

# High-dimensional Generative Foundation Models

VISION-XL: High Definition Video Inverse Problem Solver using Latent Image Diffusion Models

Taesung Kwon, Jong Chul Ye · ICCV · 2025

# High-dimensional Generative Foundation Models

Reangle-A-Video: 4D Video Generation as Video-to-Video Translation

Hyeonho Jeong, Suhyeon Lee, Jong Chul Ye · ICCV · 2025

# High-dimensional Generative Foundation Models

Enhancing Multi-Level Cross-Modal Interaction with False Negative-Aware Contrastive Learning for Text-Video Retrieval

Eungyeop Kim, Changhee Lee · Applied Intelligence · 2025