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cs.LG2025★ 1 cited
T2VPhysBench: A First-Principles Benchmark for Physical Consistency in Text-to-Video Generation
Xuyang Guo, Jiayan Huo, Zhenmei Shi +3
Text-to-video generative models have made significant strides in recent years, producing high-quality videos that excel in both aesthetic appeal and accurate instruction following,…
cs.LG2025
Scaling Law Phenomena Across Regression Paradigms: Multiple and Kernel Approaches
Yifang Chen, Xuyang Guo, Xiaoyu Li +3
Recently, Large Language Models (LLMs) have achieved remarkable success. A key factor behind this success is the scaling law observed by OpenAI. Specifically, for models with Trans…