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All 317 Beyond Scaling Laws 155 Physical AI & Robotics 104 High-dimensional Generative Models 58

Beyond Scaling Laws

논문 155개

# Breakthrough in Neural Scaling Law

MT-RAIG: Novel Benchmark and Evaluation Framework for Retrieval-Augmented Insight Generation over Multiple Tables

Kwangwook Seo, Donguk Kwon, Dongha Lee · ACL · 2025

# Breakthrough in Neural Scaling Law

Unsupervised Robust Cross-Lingual Entity Alignment via Neighbor Triple Matching with Entity and Relation Texts

Soojin Yoon, Sungho Ko, Tongyoung Kim, SeongKu Kang, Jinyoung Yeo, Dongha Lee · WSDM · 2025

# Breakthrough in Neural Scaling Law

Stop Playing the Guessing Game! Target-Free User Simulation for Evaluating Conversational Recommender Systems

Sunghwan Kim, Kwangwook Seo, Tongyoung Kim, Jinyoung Yeo, Dongha Lee · EMNLP · 2025

# Breakthrough in Neural Scaling Law

Towards Personalized Conversational Sales Agents: Contextual User Profiling for Strategic Action

Tongyoung Kim, Jeongeun Lee, Soojin Yoon, Sunghwan Kim, Dongha Lee · EMNLP · 2025

# Breakthrough in Neural Scaling Law

Can Large Language Models be Effective Online Opinion Miners?

Ryang Heo, Yongsik Seo, Junseong Lee, Dongha Lee · EMNLP · 2025

# Breakthrough in Neural Scaling Law

Representing 3D Shapes With 64 Latent Vectors for 3D Diffusion Models

In Cho, Youngbeom Yoo, Subin Jeon, Seon Joo Kim · ICCV · 2025

# Breakthrough in Neural Scaling Law

Robust and Consistent Online Video Instance Segmentation via Instance Mask Propagation

Miran Heo, Seoung Wug Oh, Seon Joo Kim, Joon-Young Lee · AAAI · 2025

# Breakthrough in Neural Scaling Law

Bayesian Neural Scaling Law Extrapolation with Prior-Data Fitted Networks

Dongwoo Lee, Dong Bok Lee, Steven Adriaensen, Juho Lee, Sung Ju Hwang, Frank Hutter, Seon Joo Kim, Hae Beom Lee · ICML · 2025

# Breakthrough in Neural Scaling Law

AMQ: Enabling AutoML for Mixed-precision Weight-Only Quantization of Large Language Models

Sangjun Lee, Seung-taek Woo, Jungyu Jin, Changhun Lee, Eunhyeok Park · EMNLP · 2025

# Breakthrough in Neural Scaling Law

Improving Generative Behavior Cloning via Self-Guidance and Adaptive Chunking

Junhyuk So, Chiwoong Lee, Shinyoung Lee, Jungseul Ok, Eunhyeok Park · NeurIPS · 2025