KO
31 Dec 2025
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Paper Review
Text-to-Video Generation
Direct Preference Optimization
Physical Reasoning
이번 글에서는 PhyGDPO: Physics-Aware Groupwise Direct Preference Optimization for Physically Consistent Text-to-Video Generation 논문의 핵심 포인트만 간단히 정리한다. 2025년 12월 31일(Arxiv) Cai, Yuanhao, Li, Kunpeng, Jia, Menglin, Wang, Jialiang, Sun, Junzhe, Liang, Feng, Chen, Weifeng, Juefei-Xu, Felix, Wang, Chu, Thabet, Ali, et al. Meta Superintelligence Labs, Johns Hopkins University, Meta...
EN
31 Dec 2025
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Paper Review
Residual Connections
Hyper-Connections
LLM Pretraining
This article explains the key points of mHC: Manifold-Constrained Hyper-Connections. 2025-12-31 (arXiv) Xie, Zhenda, Wei, Yixuan, Cao, Huanqi, Zhao, Chenggang, Deng, Chengqi, Li, Jiashi, Dai, Damai, Gao, Huazuo, Chang, Jiang, Yu, Kuai, et al. DeepSeek-AI Paper Read this article in Korean Summary mHC: Manifold-Constrained Hyper-Connections addresses the instability and memory-access...
KO
31 Dec 2025
|
Paper Review
Residual Connections
Hyper-Connections
LLM Pretraining
이번 글에서는 mHC: Manifold-Constrained Hyper-Connections 논문의 핵심 포인트만 간단히 정리한다. 2025년 12월 31일(Arxiv) Xie, Zhenda, Wei, Yixuan, Cao, Huanqi, Zhao, Chenggang, Deng, Chengqi, Li, Jiashi, Dai, Damai, Gao, Huazuo, Chang, Jiang, Yu, Kuai, et al. DeepSeek-AI 논문 링크 영문판 보기 요약 mHC: Manifold-Constrained Hyper-Connections는 Hyper-Connections(HC)의 불안정성과 메모리 접근 오버헤드를 다룬다....
EN
31 Dec 2025
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Paper Review
Latent Reasoning
Adaptive Computation
Scaling Laws
This article explains the key points of Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space. 2025-12-31 (arXiv) Qu, Xingwei, Wang, Shaowen, Huang, Zihao, Hua, Kai, Yin, Fan, Zhu, Rui-Jie, Zhou, Jundong, Min, Qiyang, Wang, Zihao, Li, Yizhi, et al. ByteDance Seed, University of Manchester, Mila - Quebec...
KO
31 Dec 2025
|
Paper Review
Latent Reasoning
Adaptive Computation
Scaling Laws
이번 글에서는 Dynamic Large Concept Models: Latent Reasoning in an Adaptive Semantic Space 논문의 핵심 포인트만 간단히 정리한다. 2025년 12월 31일(Arxiv) Qu, Xingwei, Wang, Shaowen, Huang, Zihao, Hua, Kai, Yin, Fan, Zhu, Rui-Jie, Zhou, Jundong, Min, Qiyang, Wang, Zihao, Li, Yizhi, et al. ByteDance Seed, University of Manchester, Mila -...