Kmm: Key frame mask mamba for extended motion generation

Z Zhang, H Gao, A Liu, Q Chen, F Chen… - arxiv preprint arxiv …, 2024 - arxiv.org
Human motion generation is a cut-edge area of research in generative computer vision, with
promising applications in video creation, game development, and robotic manipulation. The …

A Music-Driven Dance Generation Method Based on a Spatial-Temporal Refinement Model to Optimize Abnormal Frames

H Wang, Y Song, W Jiang, T Wang - Sensors, 2024 - mdpi.com
Since existing music-driven dance generation methods have abnormal motion when
generating dance sequences which leads to unnatural overall dance movements, a music …

DanceAnyWay: Synthesizing Beat-Guided 3D Dances with Randomized Temporal Contrastive Learning

A Bhattacharya, M Paranjape, U Bhattacharya… - Proceedings of the …, 2024 - ojs.aaai.org
We present DanceAnyWay, a generative learning method to synthesize beat-guided dances
of 3D human characters synchronized with music. Our method learns to disentangle the …

Foot‐constrained spatial‐temporal transformer for keyframe‐based complex motion synthesis

H Li, J Dai, R Zeng, J Bai, Z Chen… - Computer Animation and …, 2024 - Wiley Online Library
Keyframe‐based motion synthesis holds significant effects in games and movies. Existing
methods for complex motion synthesis often require secondary post‐processing to eliminate …

Generating diverse dances from music based on GAN

L **ang, Y Gao, M Du, Z Zhang… - 2024 IEEE 4th …, 2024 - ieeexplore.ieee.org
In the realm of dance generation from music, several challenges prominently stand out: the
complexity of the raw data, the diversity of the generated outcomes, and the high standards …

[PDF][PDF] A Survey of Transformers in Video Prediction

W Ji - Academic Journal of Computing & Information Science, 2023 - francis-press.com
Transformer is an encoder-decoder architecture based on the self-attention mechanism,
which can effectively obtain global information and has shown great strength in the …

[PDF][PDF] Computer Aided Dance Art Action Identification and Classification Algorithm Based on Machine Learning

X Han, S Zhang - 2024 - cad-journal.net
The purpose of this article is to propose an effective dance art movement identification and
classification algorithm by combining ML (Machine Learning) and computer technology, and …

[PDF][PDF] Digital Remodeling of Dance Based on Multimodal Fusion Technology

D Zhou, Y Hong - 2025 - cad-journal.net
This paper aims to explore the application of computer-aided multimodal fusion technology
in the digital remodeling of dance art so as to realize high-precision digital expression and …