[CVPR 2025 Highlight] InterMimic: Towards Universal Whole-Body Control for Physics-Based Human-Object Interactions

[IJCV 2024] InterGen: Diffusion-based Multi-human Motion Generation under Complex Interactions

An aggregation of human motion understanding research.

This repository collects papers on Human-Interaction-Motion-Generation applications. We will update new papers irregularly.

🔥 Motion Anything: Any to Motion Generation

[CVPR 2024] Official implementation of the paper "Towards Versatile Human-Human Interaction Analysis"

[CVPR 2025] InterAct: Advancing Large-Scale Versatile 3D Human-Object Interaction Generation

🔥 [ECCV 2024] Motion Mamba: Efficient and Long Sequence Motion Generation

Implementation of "Multi-Track Timeline Control for Text-Driven 3D Human Motion Generation" from CVPR Workshop on Human Motion Generation 2024.

[ICCV2023] Official PyTorch Implementation of "BeLFusion: Latent Diffusion for Behavior-Driven Human Motion Prediction". ICCV 2023

SATO: Stable Text-to-Motion Framework

[ICCV 2025] Official code for "Align Your Rhythm: Generating Highly Aligned Dance Poses with Gating-Enhanced Rhythm-Aware Feature Representation"

[NeurIPS 2024] Official implementation of InterControl

Official repository of paper "CoMoVi: Co-Generation of 3D Human Motions and Realistic Videos"

A system for generating diverse, physically compliant 3D human motions across multiple motion types, guided by plot contexts to streamline creative workflows in anime and game design.

[CVPR 2024] Official implementation of the paper "ReGenNet: Towards Human Action-Reaction Synthesis"

🌟 A curate list of papers, datasets, and projects for 3D Reconstruction and Generation.

Programmable Motion Generation for Open-Set Motion Control Tasks (CVPR24)

A pytorch implementation of paper "Motion Flow Matching for Human Motion Synthesis and Editing"

Ponimator: Unfolding Interactive Pose for Versatile Human-human Interaction Animation (ICCV 2025)

Nonisotropic Gaussian Diffusion for Realistic 3D Human Motion Prediction: SkeletonDiffusion, a latent diffusion model with attention graph architecture

[BMVC 2024] Motion Avatar: Generate Human and Animal Avatars with Arbitrary Motion

[CVPR 2026] TeamHOI: Learning a Unified Policy for Cooperative Human-Object Interactions with Any Team Size

[CVPR 2025] Official Implementation of "MixerMDM: Learnable Composition of Human Motion Diffusion Models".

KMM: Key Frame Mask Mamba for Extended Motion Generation

Generator for Human mouse/ cursor trajectory motion data based on mathematical priciples derived from collected datasets (sigma log normal model), able to bypass sophisticated anti bot system and captchas

Deep Compositional Phase Diffusion for Long Motion Sequence Generation (NeurIPS 2025 Oral)

InfiniMotion: Mamba in Mamba for Long Motion Generation

Evaluating Human Motion Generation Models

A Supervised VAE Based Gen Model for Human Motion