AlignHuman: Improving Motion and Fidelity via Timestep-Segment Preference Optimization for Audio-Driven Human Animation
Fuente:
arXiv
Saved in:
| Main Authors: | Liang, Chao, Jiang, Jianwen, Liao, Wang, Yang, Jiaqi, zheng, Zerong, Zeng, Weihong, Liang, Han |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
InterActHuman: Multi-Concept Human Animation with Layout-Aligned Audio Conditions
by: Wang, Zhenzhi, et al.
Published: (2025)
by: Wang, Zhenzhi, et al.
Published: (2025)
OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models
by: Lin, Gaojie, et al.
Published: (2025)
by: Lin, Gaojie, et al.
Published: (2025)
OmniHuman-1.5: Instilling an Active Mind in Avatars via Cognitive Simulation
by: Jiang, Jianwen, et al.
Published: (2025)
by: Jiang, Jianwen, et al.
Published: (2025)
FantasyTalking2: Timestep-Layer Adaptive Preference Optimization for Audio-Driven Portrait Animation
by: Wang, MengChao, et al.
Published: (2025)
by: Wang, MengChao, et al.
Published: (2025)
Loopy: Taming Audio-Driven Portrait Avatar with Long-Term Motion Dependency
by: Jiang, Jianwen, et al.
Published: (2024)
by: Jiang, Jianwen, et al.
Published: (2024)
HunyuanVideo-Avatar: High-Fidelity Audio-Driven Human Animation for Multiple Characters
by: Chen, Yi, et al.
Published: (2025)
by: Chen, Yi, et al.
Published: (2025)
BATON: Aligning Text-to-Audio Model with Human Preference Feedback
by: Liao, Huan, et al.
Published: (2024)
by: Liao, Huan, et al.
Published: (2024)
Aligning Audio Captions with Human Preferences
by: Hegde, Kartik, et al.
Published: (2025)
by: Hegde, Kartik, et al.
Published: (2025)
AlignCap: Aligning Speech Emotion Captioning to Human Preferences
by: Liang, Ziqi, et al.
Published: (2024)
by: Liang, Ziqi, et al.
Published: (2024)
MOSPA: Human Motion Generation Driven by Spatial Audio
by: Xu, Shuyang, et al.
Published: (2025)
by: Xu, Shuyang, et al.
Published: (2025)
Learning to Align Human Code Preferences
by: Yin, Xin, et al.
Published: (2025)
by: Yin, Xin, et al.
Published: (2025)
Animatable and Relightable Gaussians for High-fidelity Human Avatar Modeling
by: Li, Zhe, et al.
Published: (2023)
by: Li, Zhe, et al.
Published: (2023)
CyberHost: Taming Audio-driven Avatar Diffusion Model with Region Codebook Attention
by: Lin, Gaojie, et al.
Published: (2024)
by: Lin, Gaojie, et al.
Published: (2024)
Lookahead Anchoring: Preserving Character Identity in Audio-Driven Human Animation
by: Seo, Junyoung, et al.
Published: (2025)
by: Seo, Junyoung, et al.
Published: (2025)
DreamActor-H1: High-Fidelity Human-Product Demonstration Video Generation via Motion-designed Diffusion Transformers
by: Wang, Lizhen, et al.
Published: (2025)
by: Wang, Lizhen, et al.
Published: (2025)
Hallo4: High-Fidelity Dynamic Portrait Animation via Direct Preference Optimization
by: Cui, Jiahao, et al.
Published: (2025)
by: Cui, Jiahao, et al.
Published: (2025)
Implicit Preference Alignment for Human Image Animation
by: Wang, Yuanzhi, et al.
Published: (2026)
by: Wang, Yuanzhi, et al.
Published: (2026)
MirrorMe: Towards Realtime and High Fidelity Audio-Driven Halfbody Animation
by: Meng, Dechao, et al.
Published: (2025)
by: Meng, Dechao, et al.
Published: (2025)
Fairer Preferences Elicit Improved Human-Aligned Large Language Model Judgments
by: Zhou, Han, et al.
Published: (2024)
by: Zhou, Han, et al.
Published: (2024)
Generative AI-Driven High-Fidelity Human Motion Simulation
by: Iyer, Hari, et al.
Published: (2025)
by: Iyer, Hari, et al.
Published: (2025)
SyncAnimation: A Real-Time End-to-End Framework for Audio-Driven Human Pose and Talking Head Animation
by: Liu, Yujian, et al.
Published: (2025)
by: Liu, Yujian, et al.
Published: (2025)
Preference Score Distillation: Leveraging 2D Rewards to Align Text-to-3D Generation with Human Preference
by: Leng, Jiaqi, et al.
Published: (2026)
by: Leng, Jiaqi, et al.
Published: (2026)
MotionRL: Align Text-to-Motion Generation to Human Preferences with Multi-Reward Reinforcement Learning
by: Liu, Xiaoyang, et al.
Published: (2024)
by: Liu, Xiaoyang, et al.
Published: (2024)
Aligning Human Motion Generation with Human Perceptions
by: Wang, Haoru, et al.
Published: (2024)
by: Wang, Haoru, et al.
Published: (2024)
DreamDPO: Aligning Text-to-3D Generation with Human Preferences via Direct Preference Optimization
by: Zhou, Zhenglin, et al.
Published: (2025)
by: Zhou, Zhenglin, et al.
Published: (2025)
Smoothed Preference Optimization via ReNoise Inversion for Aligning Diffusion Models with Varied Human Preferences
by: Lu, Yunhong, et al.
Published: (2025)
by: Lu, Yunhong, et al.
Published: (2025)
Aligning Multimodal LLM with Human Preference: A Survey
by: Yu, Tao, et al.
Published: (2025)
by: Yu, Tao, et al.
Published: (2025)
ADHMR: Aligning Diffusion-based Human Mesh Recovery via Direct Preference Optimization
by: Shen, Wenhao, et al.
Published: (2025)
by: Shen, Wenhao, et al.
Published: (2025)
SpeechAlign: Aligning Speech Generation to Human Preferences
by: Zhang, Dong, et al.
Published: (2024)
by: Zhang, Dong, et al.
Published: (2024)
Improving Human Image Animation via Semantic Representation Alignment
by: Liu, Chang, et al.
Published: (2026)
by: Liu, Chang, et al.
Published: (2026)
High-Fidelity and Long-Duration Human Image Animation with Diffusion Transformer
by: Zheng, Shen, et al.
Published: (2025)
by: Zheng, Shen, et al.
Published: (2025)
PC-Diffusion: Aligning Diffusion Models with Human Preferences via Preference Classifier
by: Wang, Shaomeng, et al.
Published: (2025)
by: Wang, Shaomeng, et al.
Published: (2025)
The Tonogenesis Continuum in Tibetan: A Computational Investigation
by: Liang, Siyu, et al.
Published: (2025)
by: Liang, Siyu, et al.
Published: (2025)
SAMPO-Path: Segmentation Intent-Aligned Preference Optimization for Pathology Foundation Model Segmentation
by: Wu, Yonghuang, et al.
Published: (2025)
by: Wu, Yonghuang, et al.
Published: (2025)
Exploiting Temporal Audio-Visual Correlation Embedding for Audio-Driven One-Shot Talking Head Animation
by: Xu, Zhihua, et al.
Published: (2025)
by: Xu, Zhihua, et al.
Published: (2025)
LangPose: Language-Aligned Motion for Robust 3D Human Pose Estimation
by: Liao, Longyun, et al.
Published: (2024)
by: Liao, Longyun, et al.
Published: (2024)
VividAnimator: An End-to-End Audio and Pose-driven Half-Body Human Animation Framework
by: Huang, Donglin, et al.
Published: (2025)
by: Huang, Donglin, et al.
Published: (2025)
Deployable Vision-driven UAV River Navigation via Human-in-the-loop Preference Alignment
by: Wang, Zihan, et al.
Published: (2025)
by: Wang, Zihan, et al.
Published: (2025)
AlignSum: Data Pyramid Hierarchical Fine-tuning for Aligning with Human Summarization Preference
by: Han, Yang, et al.
Published: (2024)
by: Han, Yang, et al.
Published: (2024)
Semantics-Aware Human Motion Generation from Audio Instructions
by: Wang, Zi-An, et al.
Published: (2025)
by: Wang, Zi-An, et al.
Published: (2025)
Similar Items
-
InterActHuman: Multi-Concept Human Animation with Layout-Aligned Audio Conditions
by: Wang, Zhenzhi, et al.
Published: (2025) -
OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models
by: Lin, Gaojie, et al.
Published: (2025) -
OmniHuman-1.5: Instilling an Active Mind in Avatars via Cognitive Simulation
by: Jiang, Jianwen, et al.
Published: (2025) -
FantasyTalking2: Timestep-Layer Adaptive Preference Optimization for Audio-Driven Portrait Animation
by: Wang, MengChao, et al.
Published: (2025) -
Loopy: Taming Audio-Driven Portrait Avatar with Long-Term Motion Dependency
by: Jiang, Jianwen, et al.
Published: (2024)