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Human Motion Diffusion Model

v1v2 (latest)

Human Motion Diffusion Model

International Conference on Learning Representations (ICLR), 2022

29 September 2022

Daniel Cohen-Or

Amit H. Bermano

ArXiv (abs)PDF HTML

Papers citing "Human Motion Diffusion Model"

50 / 722 papers shown

Controllable Long-term Motion Generation with Extended Joint Targets

Controllable Long-term Motion Generation with Extended Joint Targets

58

0

0

04 Dec 2025

Stable Signer: Hierarchical Sign Language Generative Model

Stable Signer: Hierarchical Sign Language Generative Model

Dimitris N. Metaxas

369

0

0

03 Dec 2025

FloodDiffusion: Tailored Diffusion Forcing for Streaming Motion Generation

FloodDiffusion: Tailored Diffusion Forcing for Streaming Motion Generation

114

0

0

03 Dec 2025

ClusterStyle: Modeling Intra-Style Diversity with Prototypical Clustering for Stylized Motion Generation

ClusterStyle: Modeling Intra-Style Diversity with Prototypical Clustering for Stylized Motion Generation

Zhonglong Zheng

82

0

0

02 Dec 2025

SMP: Reusable Score-Matching Motion Priors for Physics-Based Character Control

SMP: Reusable Score-Matching Motion Priors for Physics-Based Character Control

Minami Matsumoto

...

115

0

0

02 Dec 2025

RoleMotion: A Large-Scale Dataset towards Robust Scene-Specific Role-Playing Motion Synthesis with Fine-grained Descriptions

...

118

0

0

01 Dec 2025

Generative Action Tell-Tales: Assessing Human Motion in Synthesized Videos

Generative Action Tell-Tales: Assessing Human Motion in Synthesized Videos

Ananya Srinivasan

Deepti Ghadiyaram

323

0

0

01 Dec 2025

ReactionMamba: Generating Short & Long Human Reaction Sequences

ReactionMamba: Generating Short & Long Human Reaction Sequences

Hajra Anwar Beg

Baptiste Chopin

187

0

0

28 Nov 2025

CoordSpeaker: Exploiting Gesture Captioning for Coordinated Caption-Empowered Co-Speech Gesture Generation

CoordSpeaker: Exploiting Gesture Captioning for Coordinated Caption-Empowered Co-Speech Gesture Generation

236

0

0

28 Nov 2025

AI killed the video star. Audio-driven diffusion model for expressive talking head generation

AI killed the video star. Audio-driven diffusion model for expressive talking head generation

Baptiste Chopin

Tashvik Dhamija

74

0

0

27 Nov 2025

SKEL-CF: Coarse-to-Fine Biomechanical Skeleton and Surface Mesh Recovery

SKEL-CF: Coarse-to-Fine Biomechanical Skeleton and Surface Mesh Recovery

494

0

0

25 Nov 2025

SENTINEL: A Fully End-to-End Language-Action Model for Humanoid Whole Body Control

SENTINEL: A Fully End-to-End Language-Action Model for Humanoid Whole Body Control

372

1

0

24 Nov 2025

TriDiff-4D: Fast 4D Generation through Diffusion-based Triplane Re-posing

Eddie Pokming Sheung

Prakhar Kaushik

135

0

0

20 Nov 2025

Gaussian See, Gaussian Do: Semantic 3D Motion Transfer from Multiview Video

Gaussian See, Gaussian Do: Semantic 3D Motion Transfer from Multiview Video

Gal Michael Harari

131

0

0

18 Nov 2025

Uni-Inter: Unifying 3D Human Motion Synthesis Across Diverse Interaction Contexts

Uni-Inter: Unifying 3D Human Motion Synthesis Across Diverse Interaction Contexts

184

0

0

17 Nov 2025

Free3D: 3D Human Motion Emerges from Single-View 2D Supervision

Free3D: 3D Human Motion Emerges from Single-View 2D Supervision

175

0

0

14 Nov 2025

DreamPose3D: Hallucinative Diffusion with Prompt Learning for 3D Human Pose Estimation

DreamPose3D: Hallucinative Diffusion with Prompt Learning for 3D Human Pose Estimation

138

0

0

12 Nov 2025

SONIC: Supersizing Motion Tracking for Natural Humanoid Whole-Body Control

SONIC: Supersizing Motion Tracking for Natural Humanoid Whole-Body Control

...

130

7

0

11 Nov 2025

TouchWalker: Real-Time Avatar Locomotion from Touchscreen Finger WalkingInternational Symposium on Mixed and Augmented Reality (ISMAR), 2025

196

0

0

11 Nov 2025

DIMO: Diverse 3D Motion Generation for Arbitrary Objects

DIMO: Diverse 3D Motion Generation for Arbitrary Objects

Kostas Daniilidis

182

1

0

10 Nov 2025

Dense Motion Captioning

Dense Motion Captioning

Benedetta Liberatori

150

0

0

07 Nov 2025

QuAnTS: Question Answering on Time Series

QuAnTS: Question Answering on Time Series

Kristian Kersting

Devendra Singh Dhami

107

0

0

07 Nov 2025

HMVLM: Human Motion-Vision-Lanuage Model via MoE LoRA

HMVLM: Human Motion-Vision-Lanuage Model via MoE LoRA

111

0

0

03 Nov 2025

Object-Aware 4D Human Motion Generation

Object-Aware 4D Human Motion Generation

Martin Renqiang Min

246

0

0

31 Oct 2025

The Quest for Generalizable Motion Generation: Data, Model, and Evaluation

The Quest for Generalizable Motion Generation: Data, Model, and Evaluation

...

176

3

0

30 Oct 2025

Endowing GPT-4 with a Humanoid Body: Building the Bridge Between Off-the-Shelf VLMs and the Physical World

Endowing GPT-4 with a Humanoid Body: Building the Bridge Between Off-the-Shelf VLMs and the Physical World

469

0

0

28 Oct 2025

Step2Motion: Locomotion Reconstruction from Pressure Sensing Insoles

Step2Motion: Locomotion Reconstruction from Pressure Sensing Insoles

Eduardo Alvarado

Carlos Andújar

109

0

0

26 Oct 2025

OmniMotion: Multimodal Motion Generation with Continuous Masked Autoregression

OmniMotion: Multimodal Motion Generation with Continuous Masked Autoregression

160

5

0

16 Oct 2025

Generative human motion mimicking through feature extraction in denoising diffusion settings

Generative human motion mimicking through feature extraction in denoising diffusion settings

Alexander Okupnik

Johannes Schneider

Kyriakos Flouris

129

0

0

16 Oct 2025

Deep Compositional Phase Diffusion for Long Motion Sequence Generation

Deep Compositional Phase Diffusion for Long Motion Sequence Generation

168

1

0

16 Oct 2025

From Language to Locomotion: Retargeting-free Humanoid Control via Motion Latent Guidance

From Language to Locomotion: Retargeting-free Humanoid Control via Motion Latent Guidance

Shanghang Zhang

238

7

0

16 Oct 2025

Ponimator: Unfolding Interactive Pose for Versatile Human-human Interaction Animation

Ponimator: Unfolding Interactive Pose for Versatile Human-human Interaction Animation

223

2

0

16 Oct 2025

LayerSync: Self-aligning Intermediate Layers

LayerSync: Self-aligning Intermediate Layers

Yasaman Haghighi

Alexandre Alahi

116

1

0

14 Oct 2025

Learning Human Motion with Temporally Conditional Mamba

Learning Human Motion with Temporally Conditional Mamba

Quang Minh Nguyen

214

1

0

14 Oct 2025

SceneAdapt: Scene-aware Adaptation of Human Motion Diffusion

SceneAdapt: Scene-aware Adaptation of Human Motion Diffusion

László A. Jeni

Ming-Hsuan Yang

257

0

0

14 Oct 2025

Unconditional Human Motion and Shape Generation via Balanced Score-Based Diffusion

Unconditional Human Motion and Shape Generation via Balanced Score-Based Diffusion

David Björkstrand

Josephine Sullivan

130

0

0

14 Oct 2025

Text2Interact: High-Fidelity and Diverse Text-to-Two-Person Interaction Generation

Text2Interact: High-Fidelity and Diverse Text-to-Two-Person Interaction Generation

147

2

0

07 Oct 2025

Bimanual 3D Hand Motion and Articulation Forecasting in Everyday Images

Bimanual 3D Hand Motion and Articulation Forecasting in Everyday Images

165

0

0

07 Oct 2025

Pulp Motion: Framing-aware multimodal camera and human motion generation

Pulp Motion: Framing-aware multimodal camera and human motion generation

Vicky Kalogeiton

196

1

0

06 Oct 2025

Generating Human Motion Videos using a Cascaded Text-to-Video Framework

Generating Human Motion Videos using a Cascaded Text-to-Video Framework

127

3

0

04 Oct 2025

3D-CovDiffusion: 3D-Aware Diffusion Policy for Coverage Path Planning

3D-CovDiffusion: 3D-Aware Diffusion Policy for Coverage Path Planning

Yoshihiko Nakamura

239

0

0

03 Oct 2025

MoGIC: Boosting Motion Generation via Intention Understanding and Visual Context

MoGIC: Boosting Motion Generation via Intention Understanding and Visual Context

96

0

0

03 Oct 2025

Self-supervised diffusion model fine-tuning for costate initialization using Markov chain Monte Carlo

Self-supervised diffusion model fine-tuning for costate initialization using Markov chain Monte Carlo

Jannik Graebner

157

1

0

02 Oct 2025

Affordance-Guided Diffusion Prior for 3D Hand Reconstruction

Affordance-Guided Diffusion Prior for 3D Hand Reconstruction

Takehiko Ohkawa

165

1

0

01 Oct 2025

Cascaded Diffusion Framework for Probabilistic Coarse-to-Fine Hand Pose Estimation

Cascaded Diffusion Framework for Probabilistic Coarse-to-Fine Hand Pose Estimation

149

0

0

01 Oct 2025

Audio Driven Real-Time Facial Animation for Social Telepresence

Audio Driven Real-Time Facial Animation for Social Telepresence

Jason M. Saragih

Alexander Richard

155

1

0

01 Oct 2025

3DiFACE: Synthesizing and Editing Holistic 3D Facial Animation

3DiFACE: Synthesizing and Editing Holistic 3D Facial AnimationInternational Conference on 3D Vision (3DV), 2025

Balamurugan Thambiraja

163

1

0

30 Sep 2025

LUMA: Low-Dimension Unified Motion Alignment with Dual-Path Anchoring for Text-to-Motion Diffusion Model

LUMA: Low-Dimension Unified Motion Alignment with Dual-Path Anchoring for Text-to-Motion Diffusion Model

...

129

0

0

29 Sep 2025

Unified Multi-Modal Interactive & Reactive 3D Motion Generation via Rectified Flow

Unified Multi-Modal Interactive & Reactive 3D Motion Generation via Rectified Flow

221

2

0

28 Sep 2025

MoReact: Generating Reactive Motion from Textual Descriptions

MoReact: Generating Reactive Motion from Textual Descriptions

170

1

0

28 Sep 2025

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