Taming Consistency Distillation for Accelerated Human Image Animation
Fuente:
arXiv
Saved in:
| Main Authors: | Wang, Xiang, Zhang, Shiwei, Yuan, Hangjie, Wei, Yujie, Zhang, Yingya, Gao, Changxin, Wang, Yuehuan, Sang, Nong |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
UniAnimate: Taming Unified Video Diffusion Models for Consistent Human Image Animation
by: Wang, Xiang, et al.
Published: (2024)
by: Wang, Xiang, et al.
Published: (2024)
UniAnimate-DiT: Human Image Animation with Large-Scale Video Diffusion Transformer
by: Wang, Xiang, et al.
Published: (2025)
by: Wang, Xiang, et al.
Published: (2025)
CLIP-guided Prototype Modulating for Few-shot Action Recognition
by: Wang, Xiang, et al.
Published: (2023)
by: Wang, Xiang, et al.
Published: (2023)
Replace Anyone in Videos
by: Wang, Xiang, et al.
Published: (2024)
by: Wang, Xiang, et al.
Published: (2024)
FreeScale: Unleashing the Resolution of Diffusion Models via Tuning-Free Scale Fusion
by: Qiu, Haonan, et al.
Published: (2024)
by: Qiu, Haonan, et al.
Published: (2024)
EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models
by: Zhao, Rui, et al.
Published: (2024)
by: Zhao, Rui, et al.
Published: (2024)
GlanceVAD: Exploring Glance Supervision for Label-efficient Video Anomaly Detection
by: Zhang, Huaxin, et al.
Published: (2024)
by: Zhang, Huaxin, et al.
Published: (2024)
Holmes-VAD: Towards Unbiased and Explainable Video Anomaly Detection via Multi-modal LLM
by: Zhang, Huaxin, et al.
Published: (2024)
by: Zhang, Huaxin, et al.
Published: (2024)
FreeMask: Rethinking the Importance of Attention Masks for Zero-Shot Video Editing
by: Cai, Lingling, et al.
Published: (2024)
by: Cai, Lingling, et al.
Published: (2024)
DreamRelation: Relation-Centric Video Customization
by: Wei, Yujie, et al.
Published: (2025)
by: Wei, Yujie, et al.
Published: (2025)
HR-Pro: Point-supervised Temporal Action Localization via Hierarchical Reliability Propagation
by: Zhang, Huaxin, et al.
Published: (2023)
by: Zhang, Huaxin, et al.
Published: (2023)
DreamVideo-2: Zero-Shot Subject-Driven Video Customization with Precise Motion Control
by: Wei, Yujie, et al.
Published: (2024)
by: Wei, Yujie, et al.
Published: (2024)
Routing Matters in MoE: Scaling Diffusion Transformers with Explicit Routing Guidance
by: Wei, Yujie, et al.
Published: (2025)
by: Wei, Yujie, et al.
Published: (2025)
Partial Forward Blocking: A Novel Data Pruning Paradigm for Lossless Training Acceleration
by: Wu, Dongyue, et al.
Published: (2025)
by: Wu, Dongyue, et al.
Published: (2025)
HBridge: H-Shape Bridging of Heterogeneous Experts for Unified Multimodal Understanding and Generation
by: Wang, Xiang, et al.
Published: (2025)
by: Wang, Xiang, et al.
Published: (2025)
DFVEdit: Conditional Delta Flow Vector for Zero-shot Video Editing
by: Cai, Lingling, et al.
Published: (2025)
by: Cai, Lingling, et al.
Published: (2025)
REPAIR: Rank Correlation and Noisy Pair Half-replacing with Memory for Noisy Correspondence
by: Zheng, Ruochen, et al.
Published: (2024)
by: Zheng, Ruochen, et al.
Published: (2024)
DFIMat: Decoupled Flexible Interactive Matting in Multi-Person Scenarios
by: Jiao, Siyi, et al.
Published: (2024)
by: Jiao, Siyi, et al.
Published: (2024)
Object-Aware Video Matting with Cross-Frame Guidance
by: Zhang, Huayu, et al.
Published: (2025)
by: Zhang, Huayu, et al.
Published: (2025)
DreamTalk: When Emotional Talking Head Generation Meets Diffusion Probabilistic Models
by: Ma, Yifeng, et al.
Published: (2023)
by: Ma, Yifeng, et al.
Published: (2023)
Animate Anyone: Consistent and Controllable Image-to-Video Synthesis for Character Animation
by: Hu, Li, et al.
Published: (2023)
by: Hu, Li, et al.
Published: (2023)
PersonalVideo: High ID-Fidelity Video Customization without Dynamic and Semantic Degradation
by: Li, Hengjia, et al.
Published: (2024)
by: Li, Hengjia, et al.
Published: (2024)
PLIP: Language-Image Pre-training for Person Representation Learning
by: Zuo, Jialong, et al.
Published: (2023)
by: Zuo, Jialong, et al.
Published: (2023)
Open-Vocabulary Semantic Segmentation with Image Embedding Balancing
by: Shan, Xiangheng, et al.
Published: (2024)
by: Shan, Xiangheng, et al.
Published: (2024)
Animate-X: Universal Character Image Animation with Enhanced Motion Representation
by: Tan, Shuai, et al.
Published: (2024)
by: Tan, Shuai, et al.
Published: (2024)
TTS-VAR: A Test-Time Scaling Framework for Visual Auto-Regressive Generation
by: Chen, Zhekai, et al.
Published: (2025)
by: Chen, Zhekai, et al.
Published: (2025)
Bridging Brain and Semantics: A Hierarchical Framework for Semantically Enhanced fMRI-to-Video Reconstruction
by: Wei, Yujie, et al.
Published: (2026)
by: Wei, Yujie, et al.
Published: (2026)
DreamVideo-Omni: Omni-Motion Controlled Multi-Subject Video Customization with Latent Identity Reinforcement Learning
by: Wei, Yujie, et al.
Published: (2026)
by: Wei, Yujie, et al.
Published: (2026)
DenseGRPO: From Sparse to Dense Reward for Flow Matching Model Alignment
by: Deng, Haoyou, et al.
Published: (2026)
by: Deng, Haoyou, et al.
Published: (2026)
MP-Mat: A 3D-and-Instance-Aware Human Matting and Editing Framework with Multiplane Representation
by: Jiao, Siyi, et al.
Published: (2025)
by: Jiao, Siyi, et al.
Published: (2025)
Adaptive Semantic Consistency for Cross-domain Few-shot Classification
by: Lu, Hengchu, et al.
Published: (2023)
by: Lu, Hengchu, et al.
Published: (2023)
Structural Pruning via Spatial-aware Information Redundancy for Semantic Segmentation
by: Wu, Dongyue, et al.
Published: (2024)
by: Wu, Dongyue, et al.
Published: (2024)
Adaptive Prototype Replay for Class Incremental Semantic Segmentation
by: Zhu, Guilin, et al.
Published: (2024)
by: Zhu, Guilin, et al.
Published: (2024)
Holmes-VAU: Towards Long-term Video Anomaly Understanding at Any Granularity
by: Zhang, Huaxin, et al.
Published: (2024)
by: Zhang, Huaxin, et al.
Published: (2024)
Exploiting Discriminative Codebook Prior for Autoregressive Image Generation
by: Tang, Longxiang, et al.
Published: (2025)
by: Tang, Longxiang, et al.
Published: (2025)
AnimateAnything: Consistent and Controllable Animation for Video Generation
by: Lei, Guojun, et al.
Published: (2024)
by: Lei, Guojun, et al.
Published: (2024)
InterAnimate: Taming Region-aware Diffusion Model for Realistic Human Interaction Animation
by: Lin, Yukang, et al.
Published: (2025)
by: Lin, Yukang, et al.
Published: (2025)
Timestep Embedding Tells: It's Time to Cache for Video Diffusion Model
by: Liu, Feng, et al.
Published: (2024)
by: Liu, Feng, et al.
Published: (2024)
Learning to Tell Apart: Weakly Supervised Video Anomaly Detection via Disentangled Semantic Alignment
by: Yin, Wenti, et al.
Published: (2025)
by: Yin, Wenti, et al.
Published: (2025)
Learning Unpaired Image Dehazing with Physics-based Rehazy Generation
by: Deng, Haoyou, et al.
Published: (2025)
by: Deng, Haoyou, et al.
Published: (2025)
Similar Items
-
UniAnimate: Taming Unified Video Diffusion Models for Consistent Human Image Animation
by: Wang, Xiang, et al.
Published: (2024) -
UniAnimate-DiT: Human Image Animation with Large-Scale Video Diffusion Transformer
by: Wang, Xiang, et al.
Published: (2025) -
CLIP-guided Prototype Modulating for Few-shot Action Recognition
by: Wang, Xiang, et al.
Published: (2023) -
Replace Anyone in Videos
by: Wang, Xiang, et al.
Published: (2024) -
FreeScale: Unleashing the Resolution of Diffusion Models via Tuning-Free Scale Fusion
by: Qiu, Haonan, et al.
Published: (2024)