Cover Image

MotionLLM: Understanding Human Behaviors from Human Motions and Videos

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Ling-Hao, Lu, Shunlin, Zeng, Ailing, Zhang, Hao, Wang, Benyou, Zhang, Ruimao, Zhang, Lei
Format:	Preprint
Published:	2024
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

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

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

IRG-MotionLLM: Interleaving Motion Generation, Assessment and Refinement for Text-to-Motion Generation
by: Li, Yuan-Ming, et al.
Published: (2025)

Open-World Human-Object Interaction Detection via Multi-modal Prompts
by: Yang, Jie, et al.
Published: (2024)

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

ScaMo: Exploring the Scaling Law in Autoregressive Motion Generation Model
by: Lu, Shunlin, et al.
Published: (2024)

MG-MotionLLM: A Unified Framework for Motion Comprehension and Generation across Multiple Granularities
by: Wu, Bizhu, et al.
Published: (2025)

X-Pose: Detecting Any Keypoints
by: Yang, Jie, et al.
Published: (2023)

Pay Attention and Move Better: Harnessing Attention for Interactive Motion Generation and Training-free Editing
by: Chen, Ling-Hao, et al.
Published: (2024)

Motion Avatar: Generate Human and Animal Avatars with Arbitrary Motion
by: Zhang, Zeyu, et al.
Published: (2024)

Motion2Motion: Cross-topology Motion Transfer with Sparse Correspondence
by: Chen, Ling-Hao, et al.
Published: (2025)

Bridging the Gap between Human Motion and Action Semantics via Kinematic Phrases
by: Liu, Xinpeng, et al.
Published: (2023)

Encoder-Free Human Motion Understanding via Structured Motion Descriptions
by: Zhang, Yao, et al.
Published: (2026)

MoSA: Motion-Coherent Human Video Generation via Structure-Appearance Decoupling
by: Wang, Haoyu, et al.
Published: (2025)

ViMoNet: A Multimodal Vision-Language Framework for Human Behavior Understanding from Motion and Video
by: Gupta, Rajan Das, et al.
Published: (2025)

Beyond Motion Pattern: An Empirical Study of Physical Forces for Human Motion Understanding
by: Dao, Anh, et al.
Published: (2025)

HumanDreamer: Generating Controllable Human-Motion Videos via Decoupled Generation
by: Wang, Boyuan, et al.
Published: (2025)

Validation of Human Pose Estimation and Human Mesh Recovery for Extracting Clinically Relevant Motion Data from Videos
by: Armstrong, Kai, et al.
Published: (2025)

Progressive Human Motion Generation Based on Text and Few Motion Frames
by: Zeng, Ling-An, et al.
Published: (2025)

MotionCraft: Crafting Whole-Body Motion with Plug-and-Play Multimodal Controls
by: Bian, Yuxuan, et al.
Published: (2024)

MotionWavelet: Human Motion Prediction via Wavelet Manifold Learning
by: Feng, Yuming, et al.
Published: (2024)

HumanSAM: Classifying Human-centric Forgery Videos in Human Spatial, Appearance, and Motion Anomaly
by: Liu, Chang, et al.
Published: (2025)

Human Motion Video Generation: A Survey
by: Xue, Haiwei, et al.
Published: (2025)

LingoMotion: An Interpretable and Unambiguous Symbolic Representation for Human Motion
by: Zhang, Yao, et al.
Published: (2026)

Motion Forcing: A Decoupled Framework for Robust Video Generation in Motion Dynamics
by: Xu, Tianshuo, et al.
Published: (2026)

FreeMan: Towards Benchmarking 3D Human Pose Estimation under Real-World Conditions
by: Wang, Jiong, et al.
Published: (2023)

HumanScore: Benchmarking Human Motions in Generated Videos
by: Fang, Yusu, et al.
Published: (2026)

MoRL: Reinforced Reasoning for Unified Motion Understanding and Generation
by: Wang, Hongpeng, et al.
Published: (2026)

EchoMotion: Unified Human Video and Motion Generation via Dual-Modality Diffusion Transformer
by: Yang, Yuxiao, et al.
Published: (2025)

Morph: A Motion-free Physics Optimization Framework for Human Motion Generation
by: Li, Zhuo, et al.
Published: (2024)

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

MotionCharacter: Fine-Grained Motion Controllable Human Video Generation
by: Fang, Haopeng, et al.
Published: (2024)

Story3D-Agent: Exploring 3D Storytelling Visualization with Large Language Models
by: Huang, Yuzhou, et al.
Published: (2024)

Continuous-Time Human Motion Field from Events
by: Wang, Ziyun, et al.
Published: (2024)

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

RealisMotion: Decomposed Human Motion Control and Video Generation in the World Space
by: Liang, Jingyun, et al.
Published: (2025)

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

Human Motion Instruction Tuning
by: Li, Lei, et al.
Published: (2024)

EnvPoser: Environment-aware Realistic Human Motion Estimation from Sparse Observations with Uncertainty Modeling
by: Xia, Songpengcheng, et al.
Published: (2024)

MotionClone: Training-Free Motion Cloning for Controllable Video Generation
by: Ling, Pengyang, et al.
Published: (2024)