Cover Image

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Li, Weiqi, Zhang, Zehao, Lin, Liang, Wang, Guangrun
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

ACD: Direct Conditional Control for Video Diffusion Models via Attention Supervision
by: Li, Weiqi, et al.
Published: (2025)

Human-Centric Open-Future Task Discovery: Formulation, Benchmark, and Scalable Tree-Based Search
by: Song, Zijian, et al.
Published: (2025)

GS: Generative Segmentation via Label Diffusion
by: Chen, Yuhao, et al.
Published: (2025)

Dynamic Worlds, Dynamic Humans: Generating Virtual Human-Scene Interaction Motion in Dynamic Scenes
by: Wang, Yin, et al.
Published: (2026)

One Model for All: Unified Try-On and Try-Off in Any Pose via LLM-Inspired Bidirectional Tweedie Diffusion
by: Liu, Jinxi, et al.
Published: (2025)

WildVidFit: Video Virtual Try-On in the Wild via Image-Based Controlled Diffusion Models
by: He, Zijian, et al.
Published: (2024)

Physical Autoregressive Model for Robotic Manipulation without Action Pretraining
by: Song, Zijian, et al.
Published: (2025)

SemGeoMo: Dynamic Contextual Human Motion Generation with Semantic and Geometric Guidance
by: Cong, Peishan, et al.
Published: (2025)

Geometry aware 3D generation from in-the-wild images in ImageNet
by: Shen, Qijia, et al.
Published: (2024)

Flexible Geometric Guidance for Probabilistic Human Pose Estimation with Diffusion Models
by: Snelgar, Francis, et al.
Published: (2026)

Human Image Generation: A Comprehensive Survey
by: Jia, Zhen, et al.
Published: (2022)

Computer Vision Modeling of the Development of Geometric and Numerical Concepts in Humans
by: Wang, Zekun, et al.
Published: (2025)

Context as Prior: Bayesian-Inspired Intent Inference for Non-Speaking Agents with a Household Cat Testbed
by: Zhang, Wenqian, et al.
Published: (2026)

SIRI-Bench: Challenging VLMs' Spatial Intelligence through Complex Reasoning Tasks
by: Song, Zijian, et al.
Published: (2025)

Learning Spatial-Temporal Coherent Correlations for Speech-Preserving Facial Expression Manipulation
by: Chen, Tianshui, et al.
Published: (2026)

AnimateZoo: Zero-shot Video Generation of Cross-Species Animation via Subject Alignment
by: Xu, Yuanfeng, et al.
Published: (2024)

Socratic-Geo: Synthetic Data Generation and Geometric Reasoning via Multi-Agent Interaction
by: Jiao, Zhengbo, et al.
Published: (2026)

FusionAgent: A Multimodal Agent with Dynamic Model Selection for Human Recognition
by: Zhu, Jie, et al.
Published: (2026)

Towards Anatomically Plausible Human Image Generation via Synthetic Localized Preferences
by: Li, Bao, et al.
Published: (2026)

Foundation Model for Skeleton-Based Human Action Understanding
by: Wang, Hongsong, et al.
Published: (2025)

Making Large Language Models Better Planners with Reasoning-Decision Alignment
by: Huang, Zhijian, et al.
Published: (2024)

Revisiting Generative Infrared and Visible Image Fusion Based on Human Cognitive Laws
by: Guo, Lin, et al.
Published: (2025)

JADE: Joint-aware Latent Diffusion for 3D Human Generative Modeling
by: Ji, Haorui, et al.
Published: (2024)

UniHuman: A Unified Model for Editing Human Images in the Wild
by: Li, Nannan, et al.
Published: (2023)

AHAP: Reconstructing Arbitrary Humans from Arbitrary Perspectives with Geometric Priors
by: Qiao, Xiaozhen, et al.
Published: (2026)

In-Situ Tweedie Discrete Diffusion Models
by: Li, Xiao, et al.
Published: (2025)

Computer Vision Models Show Human-Like Sensitivity to Geometric and Topological Concepts
by: Wang, Zekun, et al.
Published: (2025)

DMAT: A Dynamic Mask-Aware Transformer for Human De-occlusion
by: Liang, Guoqiang, et al.
Published: (2024)

Scaling Up Dynamic Human-Scene Interaction Modeling
by: Jiang, Nan, et al.
Published: (2024)

Evaluating and Predicting Distorted Human Body Parts for Generated Images
by: Ma, Lu, et al.
Published: (2025)

Diversifying Human Pose in Synthetic Data for Aerial-view Human Detection
by: Shen, Yi-Ting, et al.
Published: (2024)

WonderHuman: Hallucinating Unseen Parts in Dynamic 3D Human Reconstruction
by: Wang, Zilong, et al.
Published: (2025)

Generating Synthetic Human Blastocyst Images for In-Vitro Fertilization Blastocyst Grading
by: Narahari, Pavan, et al.
Published: (2025)

VTON 360: High-Fidelity Virtual Try-On from Any Viewing Direction
by: He, Zijian, et al.
Published: (2025)

OmniHuman-1: Rethinking the Scaling-Up of One-Stage Conditioned Human Animation Models
by: Lin, Gaojie, et al.
Published: (2025)

DNA Family: Boosting Weight-Sharing NAS with Block-Wise Supervisions
by: Wang, Guangrun, et al.
Published: (2024)

UML-CoT: Structured Reasoning and Planning with Unified Modeling Language for Robotic Room Cleaning
by: Chen, Hongyu, et al.
Published: (2025)

TalkFashion: Intelligent Virtual Try-On Assistant Based on Multimodal Large Language Model
by: Hu, Yujie, et al.
Published: (2025)

HumanCoser: Layered 3D Human Generation via Semantic-Aware Diffusion Model
by: Wang, Yi, et al.
Published: (2024)

Diffusion-HPC: Synthetic Data Generation for Human Mesh Recovery in Challenging Domains
by: Weng, Zhenzhen, et al.
Published: (2023)