선도 연구 주제

전체 논문

NAIRL이 세 가지 선도 연구 주제에 걸쳐 발표한 연구의 전체 색인입니다.

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전체 논문

논문 174개
# Breakthrough in Neural Scaling Law

PLATYPUS: Progressive Local Surface Estimator for Arbitrary-Scale Point Cloud Upsampling

Donghyun Kim, Hyeonkyeong Kwon, Yumin Kim, Seong Jae Hwang · AAAI · 2025
# Breakthrough in Neural Scaling Law

Mono-Modalizing Extremely Heterogeneous Multi-Modal Medical Image Registration

Kyobin Choo, Hyunkyung Han, Jinyeong Kim, Chanyong Yoon, Seong Jae Hwang · MICCAI · 2025
# Breakthrough in Neural Scaling Law

Pathology-Aware Adaptive Watermarking for Text-Driven Medical Image Synthesis

Chanyoung Kim, Dayun Ju, Jinyeong Kim, Woojung Han, Roberto Alcover-Couso, Seong Jae Hwang · MICCAI · 2025
# Breakthrough in Neural Scaling Law

PRETI: Patient-Aware Retinal Foundation Model via Metadata-Guided Representation Learning

Yeonkyung Lee, Woojung Han, Youngjun Jun, Hyeonmin Kim, Jungkyung Cho, Seong Jae Hwang · MICCAI · 2025
# Breakthrough in Neural Scaling Law

See What You Are Told: Visual Attention Sink in Large Multimodal Models

Seil Kang, Jinyeong Kim, Junhyeok Kim, Seong Jae Hwang · ICLR · 2025
# Breakthrough in Neural Scaling Law

WAVE: Warp-Based View Guidance for Consistent Novel View Synthesis Using a Single Image

Jiwoo Park, Tae Eun Choi, Youngjun Jun, Seong Jae Hwang · ICCV · 2025
# Breakthrough in Neural Scaling Law

Spatial Transport Optimization by Repositioning Attention Map for Training-Free Text-to-Image Synthesis

Woojung Han, Yeonkyung Lee, Chanyoung Kim, Kwanghyun Park, Seong Jae Hwang · CVPR · 2025
# Breakthrough in Neural Scaling Law

Your Large Vision-Language Model Only Needs A Few Attention Heads for Visual Grounding

Seil Kang, Jinyeong Kim, Junhyeok Kim, Seong Jae Hwang · CVPR · 2025
# Breakthrough in Neural Scaling Law

Distilling Spectral Graph for Object-Context Aware Open-Vocabulary Semantic Segmentation

Chanyoung Kim, Dayun Ju, Woojung Han, Ming-Hsuan Yang, Seong Jae Hwang · CVPR · 2025
# Breakthrough in Neural Scaling Law

Interpreting vision transformers via residual replacement model

Jinyeong Kim, Junhyeok Kim, Yumin Shim, Joohyeok Kim, Sunyoung Jung, Seong Jae Hwang · NeurIPS · 2025