KO
16 Dec 2025
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Paper Review
Interactive World Models
Video Diffusion Models
Knowledge Distillation
이번 글에서는 WorldPlay: Towards Long-Term Geometric Consistency for Real-Time Interactive World Modeling 논문의 핵심 포인트만 간단히 정리한다. 2025년 12월 16일(Arxiv), Proceedings of the 43rd International Conference on Machine Learning, Seoul, South Korea. PMLR 306, 2026. Sun, Wenqiang, Zhang, Haiyu, Wang, Haoyuan, Wu, Junta, Wang, Zehan, Wang, Zhenwei, Wang, Yunhong, Zhang,...
EN
11 Dec 2025
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Paper Review
Normalization
Transformer Architectures
Normalization-Free Training
This article explains the key points of Stronger Normalization-Free Transformers. 2025-12-11 (arXiv) Chen, Mingzhi, Lu, Taiming, Zhu, Jiachen, Sun, Mingjie, Liu, Zhuang. Princeton University, New York University, Carnegie Mellon University Paper Github Read this article in Korean Summary Transformer normalization layers rescale activations using computed statistics; this paper asks whether...
KO
11 Dec 2025
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Paper Review
Normalization
Transformer Architectures
Normalization-Free Training
이번 글에서는 Stronger Normalization-Free Transformers 논문의 핵심 포인트만 간단히 정리한다. 2025년 12월 11일(Arxiv) Chen, Mingzhi, Lu, Taiming, Zhu, Jiachen, Sun, Mingjie, Liu, Zhuang. Princeton University, New York University, Carnegie Mellon University 논문 링크 Github 영문판 보기 요약 Transformer의 정규화 계층은 계산한 통계량으로 활성값의 크기를 조정한다. 이 논문은 각 활성값을 독립적으로...
EN
09 Dec 2025
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Paper Review
Multi-Agent Coordination
LLM Agents
Scaling Laws
This article explains the key points of Towards a Science of Scaling Agent Systems. 2025-12-09 (arXiv) Kim, Yubin, Gu, Ken, Park, Chanwoo, Park, Chunjong, Schmidgall, Samuel, Heydari, A. Ali, Yan, Yao, Zhang, Zhihan, Zhuang, Yuchen, Liu, Yun, et al. Google Research, Google DeepMind, Massachusetts Institute of Technology Paper Read this...
KO
09 Dec 2025
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Paper Review
Multi-Agent Coordination
LLM Agents
Scaling Laws
이번 글에서는 Towards a Science of Scaling Agent Systems 논문의 핵심 포인트만 간단히 정리한다. 2025년 12월 9일(Arxiv) Kim, Yubin, Gu, Ken, Park, Chanwoo, Park, Chunjong, Schmidgall, Samuel, Heydari, A. Ali, Yan, Yao, Zhang, Zhihan, Zhuang, Yuchen, Liu, Yun, et al. Google Research, Google DeepMind, Massachusetts Institute of Technology 논문 링크...