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

Beyond Scaling Laws

논문 87개

# Breakthrough in Neural Scaling Law

Active Prompt Learning with Vision-Language Model Priors

Hoyoung Kim, Seokhee Jin, Changhwan Sung, Jaechang Kim, Jungseul Ok · TMLR · 2025

# Breakthrough in Neural Scaling Law

Retrieval-Augmented Generation with Estimation of Source Reliability

Jeongyeon Hwang, Junyoung Park, Hyejin Park, Dongwoo Kim, Sangdon Park, Jungseul Ok · EMNLP · 2025

# Breakthrough in Neural Scaling Law

Adaptive Non-uniform Timestep Sampling for Accelerating Diffusion Model Training

Myunsoo Kim, Donghyeon Ki, Seong-Woong Shim, Byung-Jun Lee · CVPR · 2025

# Breakthrough in Neural Scaling Law

K/DA: Automated Data Generation Pipeline for Detoxifying Implicitly Offensive Language in Korean

Minkyeong Jeon, Hyemin Jeong, Yerang Kim, Jiyoung Kim, Jae Hyeon Cho, Byung-Jun Lee · ACL · 2025

# Breakthrough in Neural Scaling Law

Iterative Prompt Refinement for Safer Text-to-Image Generation

Jinwoo Jeon, JunHyeok Oh, Hayeong Lee, Byung-Jun Lee · EMNLP · 2025

# Breakthrough in Neural Scaling Law

Rethinking DPO: The Role of Rejected Responses in Preference Misalignment

Jay Hyeon Cho, JunHyeok Oh, Myunsoo Kim, Byung-Jun Lee · EMNLP · 2025

# 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