EN
17 Dec 2025
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Paper Review
Byte-Level Language Models
Knowledge Distillation
Adaptive Computation
This article explains the key points of Bolmo: Byteifying the Next Generation of Language Models. 2025-12-17 (arXiv) Minixhofer, Benjamin, Murray, Tyler, Limisiewicz, Tomasz, Korhonen, Anna, Zettlemoyer, Luke, Smith, Noah A., Ponti, Edoardo M., Soldaini, Luca, Hofmann, Valentin. Allen Institute for AI, University of Cambridge, University of Washington, University of Edinburgh...
KO
17 Dec 2025
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Paper Review
Byte-Level Language Models
Knowledge Distillation
Adaptive Computation
이번 글에서는 Bolmo: Byteifying the Next Generation of Language Models 논문의 핵심 포인트만 간단히 정리한다. 2025년 12월 17일(Arxiv) Minixhofer, Benjamin, Murray, Tyler, Limisiewicz, Tomasz, Korhonen, Anna, Zettlemoyer, Luke, Smith, Noah A., Ponti, Edoardo M., Soldaini, Luca, Hofmann, Valentin. Allen Institute for AI, University of Cambridge, University of Washington, University of...
EN
16 Dec 2025
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Paper Review
Interactive World Models
Video Diffusion Models
Knowledge Distillation
This article explains the key points of WorldPlay: Towards Long-Term Geometric Consistency for Real-Time Interactive World Modeling. 2025-12-16 (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, Jun,...
KO
16 Dec 2025
|
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...