Cover Image

EchoMotion: Unified Human Video and Motion Generation via Dual-Modality Diffusion Transformer

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Yang, Yuxiao, Sheng, Hualian, Cai, Sijia, Lin, Jing, Wang, Jiahao, Deng, Bing, Lu, Junzhe, Wang, Haoqian, Ye, Jieping
Format:	Preprint
Published:	2025
Subjects:	Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

EchoShot: Multi-Shot Portrait Video Generation
by: Wang, Jiahao, et al.
Published: (2025)

AnyID: Ultra-Fidelity Universal Identity-Preserving Video Generation from Any Visual References
by: Wang, Jiahao, et al.
Published: (2026)

CT3D++: Improving 3D Object Detection with Keypoint-induced Channel-wise Transformer
by: Sheng, Hualian, et al.
Published: (2024)

PerLDiff: Controllable Street View Synthesis Using Perspective-Layout Diffusion Models
by: Zhang, Jinhua, et al.
Published: (2024)

Towards Fine-Grained Human Motion Video Captioning
by: Song, Guorui, et al.
Published: (2025)

Motion-X: A Large-scale 3D Expressive Whole-body Human Motion Dataset
by: Lin, Jing, et al.
Published: (2023)

RoScenes: A Large-scale Multi-view 3D Dataset for Roadside Perception
by: Zhu, Xiaosu, et al.
Published: (2024)

DPoser: Diffusion Model as Robust 3D Human Pose Prior
by: Lu, Junzhe, et al.
Published: (2023)

NOVA3D: Normal Aligned Video Diffusion Model for Single Image to 3D Generation
by: Yang, Yuxiao, et al.
Published: (2025)

Motion-X++: A Large-Scale Multimodal 3D Whole-body Human Motion Dataset
by: Zhang, Yuhong, et al.
Published: (2025)

MotionDuet: Dual-Conditioned 3D Human Motion Generation with Video-Regularized Text Learning
by: Zhang, Yi-Yang, et al.
Published: (2025)

HumanMM: Global Human Motion Recovery from Multi-shot Videos
by: Zhang, Yuhong, et al.
Published: (2025)

Dual‐Modality Flexible Calorimetric Sensor for Speech Emotion and Human Motion Recognition
by: Hong Ye, et al.
Published: (2025)

UniMotion: A Unified Motion Framework for Simulation, Prediction and Planning
by: Song, Nan, et al.
Published: (2026)

MultiMotion: Multi Subject Video Motion Transfer via Video Diffusion Transformer
by: Liu, Penghui, et al.
Published: (2025)

Large Motion Model for Unified Multi-Modal Motion Generation
by: Zhang, Mingyuan, et al.
Published: (2024)

DPoser-X: Diffusion Model as Robust 3D Whole-body Human Pose Prior
by: Lu, Junzhe, et al.
Published: (2025)

MotionLLM: Understanding Human Behaviors from Human Motions and Videos
by: Chen, Ling-Hao, et al.
Published: (2024)

HumanDiT: Pose-Guided Diffusion Transformer for Long-form Human Motion Video Generation
by: Gan, Qijun, et al.
Published: (2025)

Video Motion Transfer with Diffusion Transformers
by: Pondaven, Alexander, et al.
Published: (2024)

MVReward: Better Aligning and Evaluating Multi-View Diffusion Models with Human Preferences
by: Wang, Weitao, et al.
Published: (2024)

Rethinking Generative Human Video Coding with Implicit Motion Transformation
by: Chen, Bolin, et al.
Published: (2025)

Object Concepts Emerge from Motion
by: Liang, Haoqian, et al.
Published: (2025)

IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation
by: Zhai, Yuanhao, et al.
Published: (2024)

TexVocab: Texture Vocabulary-conditioned Human Avatars
by: Liu, Yuxiao, et al.
Published: (2024)

MotionCtrl: A Unified and Flexible Motion Controller for Video Generation
by: Wang, Zhouxia, et al.
Published: (2023)

MotionGPT3: Human Motion as a Second Modality
by: Zhu, Bingfan, et al.
Published: (2025)

LUMA: Low-Dimension Unified Motion Alignment with Dual-Path Anchoring for Text-to-Motion Diffusion Model
by: Jia, Haozhe, et al.
Published: (2025)

Prototypical Transformer as Unified Motion Learners
by: Han, Cheng, et al.
Published: (2024)

Language-Guided Transformer Tokenizer for Human Motion Generation
by: Yan, Sheng, et al.
Published: (2026)

Dual Conditioned Motion Diffusion for Pose-Based Video Anomaly Detection
by: Wang, Hongsong, et al.
Published: (2024)

A Unified Diffusion Framework for Scene-aware Human Motion Estimation from Sparse Signals
by: Tang, Jiangnan, et al.
Published: (2024)

Superman: Unifying Skeleton and Vision for Human Motion Perception and Generation
by: Wang, Xinshun, et al.
Published: (2026)

Silicone Reinforced Fabric Sensor with Dual‐Measurement Method: For Human Physiological Signal Detection and Robot Motion Detection
by: Jiantao Yao, et al.
Published: (2025)

RigMo: Unifying Rig and Motion Learning for Generative Animation
by: Zhang, Hao, et al.
Published: (2026)

Spectral Motion Alignment for Video Motion Transfer using Diffusion Models
by: Park, Geon Yeong, et al.
Published: (2024)

Scaling Large Motion Models with Million-Level Human Motions
by: Wang, Ye, et al.
Published: (2024)

MotionBench: Benchmarking and Improving Fine-grained Video Motion Understanding for Vision Language Models
by: Hong, Wenyi, et al.
Published: (2025)

LumosFlow: Motion-Guided Long Video Generation
by: Chen, Jiahao, et al.
Published: (2025)

Tri-Prompting: Video Diffusion with Unified Control over Scene, Subject, and Motion
by: Zhou, Zhenghong, et al.
Published: (2026)