✨Encoder-Free Human Motion Understanding via Structured Motion Descriptions
📝 Summary:
Structured Motion Description SMD converts human motion into natural language, enabling large language models LLMs to reason about it directly. This encoder-free method achieves state-of-the-art performance on motion question answering and captioning.
🔹 Publication Date: Published on Apr 23
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.21668
• PDF: https://arxiv.org/pdf/2604.21668
• Project Page: https://yaozhang182.github.io/motion-smd/
• Github: https://yaozhang182.github.io/motion-smd/
🔹 Models citing this paper:
• https://huggingface.co/zyyy12138/motion-smd-lora
✨ Datasets citing this paper:
• https://huggingface.co/datasets/zyyy12138/motion-smd-data
==================================
For more data science resources:
✓ https://xn--r1a.website/DataScienceT
#HumanMotionUnderstanding #LLMs #NLP #AI #DeepLearning
📝 Summary:
Structured Motion Description SMD converts human motion into natural language, enabling large language models LLMs to reason about it directly. This encoder-free method achieves state-of-the-art performance on motion question answering and captioning.
🔹 Publication Date: Published on Apr 23
🔹 Paper Links:
• arXiv Page: https://arxiv.org/abs/2604.21668
• PDF: https://arxiv.org/pdf/2604.21668
• Project Page: https://yaozhang182.github.io/motion-smd/
• Github: https://yaozhang182.github.io/motion-smd/
🔹 Models citing this paper:
• https://huggingface.co/zyyy12138/motion-smd-lora
✨ Datasets citing this paper:
• https://huggingface.co/datasets/zyyy12138/motion-smd-data
==================================
For more data science resources:
✓ https://xn--r1a.website/DataScienceT
#HumanMotionUnderstanding #LLMs #NLP #AI #DeepLearning
arXiv.org
Encoder-Free Human Motion Understanding via Structured Motion Descriptions
The world knowledge and reasoning capabilities of text-based large language models (LLMs) are advancing rapidly, yet current approaches to human motion understanding, including motion question...
❤1