Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation
Fuente:
arXiv
Saved in:
| Main Authors: | Zhai, Yuanhao, Lin, Kevin, Yang, Zhengyuan, Li, Linjie, Wang, Jianfeng, Lin, Chung-Ching, Doermann, David, Yuan, Junsong, Wang, Lijuan |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation
by: Zhai, Yuanhao, et al.
Published: (2024)
by: Zhai, Yuanhao, et al.
Published: (2024)
DisCo: Disentangled Control for Realistic Human Dance Generation
by: Wang, Tan, et al.
Published: (2023)
by: Wang, Tan, et al.
Published: (2023)
Idea2Img: Iterative Self-Refinement with GPT-4V(ision) for Automatic Image Design and Generation
by: Yang, Zhengyuan, et al.
Published: (2023)
by: Yang, Zhengyuan, et al.
Published: (2023)
SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation
by: Hong, Yining, et al.
Published: (2024)
by: Hong, Yining, et al.
Published: (2024)
LiVOS: Light Video Object Segmentation with Gated Linear Matching
by: Liu, Qin, et al.
Published: (2024)
by: Liu, Qin, et al.
Published: (2024)
Point-RFT: Improving Multimodal Reasoning with Visually Grounded Reinforcement Finetuning
by: Ni, Minheng, et al.
Published: (2025)
by: Ni, Minheng, et al.
Published: (2025)
Zero-Shot Audio-Visual Editing via Cross-Modal Delta Denoising
by: Lin, Yan-Bo, et al.
Published: (2025)
by: Lin, Yan-Bo, et al.
Published: (2025)
GenXD: Generating Any 3D and 4D Scenes
by: Zhao, Yuyang, et al.
Published: (2024)
by: Zhao, Yuyang, et al.
Published: (2024)
DAM-VSR: Disentanglement of Appearance and Motion for Video Super-Resolution
by: Kong, Zhe, et al.
Published: (2025)
by: Kong, Zhe, et al.
Published: (2025)
MM-Vet v2: A Challenging Benchmark to Evaluate Large Multimodal Models for Integrated Capabilities
by: Yu, Weihao, et al.
Published: (2024)
by: Yu, Weihao, et al.
Published: (2024)
Bring Metric Functions into Diffusion Models
by: An, Jie, et al.
Published: (2024)
by: An, Jie, et al.
Published: (2024)
SoTA with Less: MCTS-Guided Sample Selection for Data-Efficient Visual Reasoning Self-Improvement
by: Wang, Xiyao, et al.
Published: (2025)
by: Wang, Xiyao, et al.
Published: (2025)
Tuning Timestep-Distilled Diffusion Model Using Pairwise Sample Optimization
by: Miao, Zichen, et al.
Published: (2024)
by: Miao, Zichen, et al.
Published: (2024)
COSMO: COntrastive Streamlined MultimOdal Model with Interleaved Pre-Training
by: Wang, Alex Jinpeng, et al.
Published: (2024)
by: Wang, Alex Jinpeng, et al.
Published: (2024)
PhyVLLM: Physics-Guided Video Language Model with Motion-Appearance Disentanglement
by: Zhan, Yu-Wei, et al.
Published: (2025)
by: Zhan, Yu-Wei, et al.
Published: (2025)
Scaling Inference-Time Search with Vision Value Model for Improved Visual Comprehension
by: Wang, Xiyao, et al.
Published: (2024)
by: Wang, Xiyao, et al.
Published: (2024)
MM-Vet: Evaluating Large Multimodal Models for Integrated Capabilities
by: Yu, Weihao, et al.
Published: (2023)
by: Yu, Weihao, et al.
Published: (2023)
Glance: Accelerating Diffusion Models with 1 Sample
by: Dong, Zhuobai, et al.
Published: (2025)
by: Dong, Zhuobai, et al.
Published: (2025)
Separate Motion from Appearance: Customizing Motion via Customizing Text-to-Video Diffusion Models
by: Liu, Huijie, et al.
Published: (2025)
by: Liu, Huijie, et al.
Published: (2025)
VideoGUI: A Benchmark for GUI Automation from Instructional Videos
by: Lin, Kevin Qinghong, et al.
Published: (2024)
by: Lin, Kevin Qinghong, et al.
Published: (2024)
EditRoom: LLM-parameterized Graph Diffusion for Composable 3D Room Layout Editing
by: Zheng, Kaizhi, et al.
Published: (2024)
by: Zheng, Kaizhi, et al.
Published: (2024)
Video Anomaly Detection with Motion and Appearance Guided Patch Diffusion Model
by: Zhou, Hang, et al.
Published: (2024)
by: Zhou, Hang, et al.
Published: (2024)
DeCo: Decoupled Human-Centered Diffusion Video Editing with Motion Consistency
by: Zhong, Xiaojing, et al.
Published: (2024)
by: Zhong, Xiaojing, et al.
Published: (2024)
ImageGen-CoT: Enhancing Text-to-Image In-context Learning with Chain-of-Thought Reasoning
by: Liao, Jiaqi, et al.
Published: (2025)
by: Liao, Jiaqi, et al.
Published: (2025)
Tora2: Motion and Appearance Customized Diffusion Transformer for Multi-Entity Video Generation
by: Zhang, Zhenghao, et al.
Published: (2025)
by: Zhang, Zhenghao, et al.
Published: (2025)
FlexAM: Flexible Appearance-Motion Decomposition for Versatile Video Generation Control
by: Sheng, Mingzhi, et al.
Published: (2026)
by: Sheng, Mingzhi, et al.
Published: (2026)
TechImage-Bench: Rubric-Based Evaluation for Technical Image Generation
by: Ni, Minheng, et al.
Published: (2025)
by: Ni, Minheng, et al.
Published: (2025)
4DEquine: Disentangling Motion and Appearance for 4D Equine Reconstruction from Monocular Video
by: Lyu, Jin, et al.
Published: (2026)
by: Lyu, Jin, et al.
Published: (2026)
List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMs
by: Yan, An, et al.
Published: (2024)
by: Yan, An, et al.
Published: (2024)
Bitrate-Controlled Diffusion for Disentangling Motion and Content in Video
by: Li, Xiao, et al.
Published: (2025)
by: Li, Xiao, et al.
Published: (2025)
VideoJAM: Joint Appearance-Motion Representations for Enhanced Motion Generation in Video Models
by: Chefer, Hila, et al.
Published: (2025)
by: Chefer, Hila, et al.
Published: (2025)
MotionBank: A Large-scale Video Motion Benchmark with Disentangled Rule-based Annotations
by: Xu, Liang, et al.
Published: (2024)
by: Xu, Liang, et al.
Published: (2024)
EchoMotion: Unified Human Video and Motion Generation via Dual-Modality Diffusion Transformer
by: Yang, Yuxiao, et al.
Published: (2025)
by: Yang, Yuxiao, et al.
Published: (2025)
Fréchet Video Motion Distance: A Metric for Evaluating Motion Consistency in Videos
by: Liu, Jiahe, et al.
Published: (2024)
by: Liu, Jiahe, et al.
Published: (2024)
Mitigating Hallucination in Large Multi-Modal Models via Robust Instruction Tuning
by: Liu, Fuxiao, et al.
Published: (2023)
by: Liu, Fuxiao, et al.
Published: (2023)
Beyond Words: Advancing Long-Text Image Generation via Multimodal Autoregressive Models
by: Wang, Alex Jinpeng, et al.
Published: (2025)
by: Wang, Alex Jinpeng, et al.
Published: (2025)
PathDiff: Histopathology Image Synthesis with Unpaired Text and Mask Conditions
by: Bhosale, Mahesh, et al.
Published: (2025)
by: Bhosale, Mahesh, et al.
Published: (2025)
Forecasting Future Videos from Novel Views via Disentangled 3D Scene Representation
by: Yarram, Sudhir, et al.
Published: (2024)
by: Yarram, Sudhir, et al.
Published: (2024)
Make Your Actor Talk: Generalizable and High-Fidelity Lip Sync with Motion and Appearance Disentanglement
by: Yu, Runyi, et al.
Published: (2024)
by: Yu, Runyi, et al.
Published: (2024)
MotionAura: Generating High-Quality and Motion Consistent Videos using Discrete Diffusion
by: Susladkar, Onkar, et al.
Published: (2024)
by: Susladkar, Onkar, et al.
Published: (2024)
Similar Items
-
IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation
by: Zhai, Yuanhao, et al.
Published: (2024) -
DisCo: Disentangled Control for Realistic Human Dance Generation
by: Wang, Tan, et al.
Published: (2023) -
Idea2Img: Iterative Self-Refinement with GPT-4V(ision) for Automatic Image Design and Generation
by: Yang, Zhengyuan, et al.
Published: (2023) -
SlowFast-VGen: Slow-Fast Learning for Action-Driven Long Video Generation
by: Hong, Yining, et al.
Published: (2024) -
LiVOS: Light Video Object Segmentation with Gated Linear Matching
by: Liu, Qin, et al.
Published: (2024)