선도 연구 주제

전체 논문

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

← 연구 아카이브로 돌아가기

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

전체 논문

논문 174개

# Breakthrough in Neural Scaling Law

NBDI: A Simple and Effective Termination Condition for Skill Extraction from Task-Agnostic Demonstrations

Myunsoo Kim, Hayeong Lee, Seong-Woong Shim, JunHo Seo, Byung-Jun Lee · ICML · 2025

# Breakthrough in Neural Scaling Law

Towards Generalizable 3D Human Pose Estimation via Ensembles on Flat Loss Landscapes

Jumin Han, Jun-Hee Kim, Seong-Whan Lee · NeurIPS · 2025

# Breakthrough in Neural Scaling Law

GRAIL: Gradient-Based Adaptive Unlearning for Privacy and Copyright in LLMs

Kun-Woo Kim, Ji-Hoon Park, Ju-Min Han, Seong-Whan Lee · IJCNN · 2025

# Breakthrough in Neural Scaling Law

Towards Fine-Grained Interpretability: Counterfactual Explanations for Misclassification with Saliency Partition

Lintong Zhang, Kang Yin, Seong-Whan Lee · CVPR · 2025

# Breakthrough in Neural Scaling Law

DiGIT: Multi-Dilated Gated Encoder and Central-Adjacent Region Integrated Decoder for Temporal Action Detection Transformer

Ho-Joong Kim, Yearang Lee, Jung-Ho Hong, Seong-Whan Lee · CVPR · 2025

# Breakthrough in Neural Scaling Law

Integrating Locality-Aware Attention with Transformers for General Geometry PDEs

Minsu Koh, Beom-Chul Park, Heejo Kong, Seong-Whan Lee · IJCNN · 2025

# Breakthrough in Neural Scaling Law

ACoRN: Noise-Robust Abstractive Compression in Retrieval-Augmented Language Models

Singon Kim, Gunho Jung, Seong-Whan Lee · IJCNN · 2025

# Breakthrough in Neural Scaling Law

Confidence-Weighted Boundary-Aware Learning for Semi-Supervised Semantic Segmentation

Ebenezer Tarubinga, Jenifer Kalafatovich, Seong-Whan Lee · IJCNN · 2025

# Breakthrough in Neural Scaling Law

ProPose: Probabilistic 3D Human Pose Estimation with Instance-Level Distribution and Normalizing Flow

Jumin Han, Jun-Hee Kim, Seong-Whan Lee · AAAI · 2025

# Breakthrough in Neural Scaling Law

FairDICE: Fairness-Driven Offline Multi-Objective Reinforcement Learning

Woosung Kim, Jinho Lee, Jongmin Lee, Byung-Jun Lee · NeurIPS · 2025