Human motion generation: A survey

W Zhu, X Ma, D Ro, H Ci, J Zhang, J Shi… - … on Pattern Analysis …, 2023 - ieeexplore.ieee.org
Human motion generation aims to generate natural human pose sequences and shows
immense potential for real-world applications. Substantial progress has been made recently …

Freemotion: A unified framework for number-free text-to-motion synthesis

K Fan, J Tang, W Cao, R Yi, M Li, J Gong… - … on Computer Vision, 2025 - Springer
Text-to-motion synthesis is a crucial task in computer vision. Existing methods are limited in
their universality, as they are tailored for single-person or two-person scenarios and can not …

Language-driven scene synthesis using multi-conditional diffusion model

AD Vuong, MN Vu, T Nguyen… - Advances in …, 2024 - proceedings.neurips.cc
Scene synthesis is a challenging problem with several industrial applications. Recently,
substantial efforts have been directed to synthesize the scene using human motions, room …

Dance with you: The diversity controllable dancer generation via diffusion models

S Yao, M Sun, B Li, F Yang, J Wang… - Proceedings of the 31st …, 2023 - dl.acm.org
Recently, digital humans for interpersonal interaction in virtual environments have gained
significant attention. In this paper, we introduce a novel multi-dancer synthesis task called …

Controllable group choreography using contrastive diffusion

N Le, T Do, K Do, H Nguyen, E Tjiputra… - ACM Transactions on …, 2023 - dl.acm.org
Music-driven group choreography poses a considerable challenge but holds significant
potential for a wide range of industrial applications. The ability to generate synchronized and …

DanceCamera3D: 3D Camera Movement Synthesis with Music and Dance

Z Wang, J Jia, S Sun, H Wu, R Han… - Proceedings of the …, 2024 - openaccess.thecvf.com
Choreographers determine what the dances look like while cameramen determine the final
presentation of dances. Recently various methods and datasets have showcased the …

Duolando: Follower gpt with off-policy reinforcement learning for dance accompaniment

L Siyao, T Gu, Z Yang, Z Lin, Z Liu, H Ding… - arXiv preprint arXiv …, 2024 - arxiv.org
We introduce a novel task within the field of 3D dance generation, termed dance
accompaniment, which necessitates the generation of responsive movements from a dance …

Towards open domain text-driven synthesis of multi-person motions

M Shan, L Dong, Y Han, Y Yao, T Liu, I Nwogu… - arXiv preprint arXiv …, 2024 - Springer
This work aims to generate natural and diverse group motions of multiple humans from
textual descriptions. While singleperson text-to-motion generation is extensively studied, it …

Style Transfer for 2D Talking Head Generation

TT Pham, T Do, N Le, N Le, H Nguyen… - Proceedings of the …, 2024 - openaccess.thecvf.com
Audio-driven talking head animation is a challenging research topic with many real-world
applications. Recent works have focused on creating photo-realistic 2D animation while …

FG-CXR: A Radiologist-Aligned Gaze Dataset for Enhancing Interpretability in Chest X-Ray Report Generation

TT Pham, NV Ho, NT Bui, T Phan… - Proceedings of the …, 2024 - openaccess.thecvf.com
Developing an interpretable system for generating reports in chest X-ray (CXR) analysis is
becoming increasingly crucial in Computer-aided Diagnosis (CAD) systems, enabling …