Cover Image

Consistent Human Image and Video Generation with Spatially Conditioned Diffusion

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Cao, Mingdeng, Mou, Chong, Yuan, Ziyang, Wang, Xintao, Zhang, Zhaoyang, Shan, Ying, Zheng, Yinqiang
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

ReVideo: Remake a Video with Motion and Content Control
by: Mou, Chong, et al.
Published: (2024)

MOFA-Video: Controllable Image Animation via Generative Motion Field Adaptions in Frozen Image-to-Video Diffusion Model
by: Niu, Muyao, et al.
Published: (2024)

Instruction-based Image Manipulation by Watching How Things Move
by: Cao, Mingdeng, et al.
Published: (2024)

DiffEditor: Boosting Accuracy and Flexibility on Diffusion-based Image Editing
by: Mou, Chong, et al.
Published: (2024)

AniCrafter: Customizing Realistic Human-Centric Animation via Avatar-Background Conditioning in Video Diffusion Models
by: Niu, Muyao, et al.
Published: (2025)

Rolling Shutter Correction with Intermediate Distortion Flow Estimation
by: Cao, Mingdeng, et al.
Published: (2024)

Image Conductor: Precision Control for Interactive Video Synthesis
by: Li, Yaowei, et al.
Published: (2024)

VideoPainter: Any-length Video Inpainting and Editing with Plug-and-Play Context Control
by: Bian, Yuxuan, et al.
Published: (2025)

MiraData: A Large-Scale Video Dataset with Long Durations and Structured Captions
by: Ju, Xuan, et al.
Published: (2024)

360DVD: Controllable Panorama Video Generation with 360-Degree Video Diffusion Model
by: Wang, Qian, et al.
Published: (2024)

LaMD: Latent Motion Diffusion for Image-Conditional Video Generation
by: Hu, Yaosi, et al.
Published: (2023)

All-in-One Transferring Image Compression from Human Perception to Multi-Machine Perception
by: Zhao, Jiancheng, et al.
Published: (2025)

VideoCrafter2: Overcoming Data Limitations for High-Quality Video Diffusion Models
by: Chen, Haoxin, et al.
Published: (2024)

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

Analysis and Benchmarking of Extending Blind Face Image Restoration to Videos
by: Wang, Zhouxia, et al.
Published: (2024)

EventHDR: from Event to High-Speed HDR Videos and Beyond
by: Zou, Yunhao, et al.
Published: (2024)

Hierarchical Codec Diffusion for Video-to-Speech Generation
by: Ye, Jiaxin, et al.
Published: (2026)

FreeNoise: Tuning-Free Longer Video Diffusion via Noise Rescheduling
by: Qiu, Haonan, et al.
Published: (2023)

MotionStone: Decoupled Motion Intensity Modulation with Diffusion Transformer for Image-to-Video Generation
by: Shi, Shuwei, et al.
Published: (2024)

CustomCrafter: Customized Video Generation with Preserving Motion and Concept Composition Abilities
by: Wu, Tao, et al.
Published: (2024)

UniAnimate: Taming Unified Video Diffusion Models for Consistent Human Image Animation
by: Wang, Xiang, et al.
Published: (2024)

ConceptMaster: Multi-Concept Video Customization on Diffusion Transformer Models Without Test-Time Tuning
by: Huang, Yuzhou, et al.
Published: (2025)

ContextAnyone: Context-Aware Diffusion for Character-Consistent Text-to-Video Generation
by: Mai, Ziyang, et al.
Published: (2025)

BrushNet: A Plug-and-Play Image Inpainting Model with Decomposed Dual-Branch Diffusion
by: Ju, Xuan, et al.
Published: (2024)

DepthSync: Diffusion Guidance-Based Depth Synchronization for Scale- and Geometry-Consistent Video Depth Estimation
by: Dong, Yue-Jiang, et al.
Published: (2025)

StyleAdapter: A Unified Stylized Image Generation Model
by: Wang, Zhouxia, et al.
Published: (2023)

OmniDrag: Enabling Motion Control for Omnidirectional Image-to-Video Generation
by: Li, Weiqi, et al.
Published: (2024)

Diffusion-Based Hierarchical Image Steganography
by: Xu, Youmin, et al.
Published: (2024)

Measuring 3D Spatial Geometric Consistency in Dynamic Generated Videos
by: Dou, Weijia, et al.
Published: (2026)

FullDiT2: Efficient In-Context Conditioning for Video Diffusion Transformers
by: He, Xuanhua, et al.
Published: (2025)

Edit Temporal-Consistent Videos with Image Diffusion Model
by: Wang, Yuanzhi, et al.
Published: (2023)

VividPose: Advancing Stable Video Diffusion for Realistic Human Image Animation
by: Wang, Qilin, et al.
Published: (2024)

Context as Memory: Scene-Consistent Interactive Long Video Generation with Memory Retrieval
by: Yu, Jiwen, et al.
Published: (2025)

Follow Your Pose: Pose-Guided Text-to-Video Generation using Pose-Free Videos
by: Ma, Yue, et al.
Published: (2023)

Enhancing Shape Perception and Segmentation Consistency for Industrial Image Inspection
by: Mao, Guoxuan, et al.
Published: (2025)

SynCamMaster: Synchronizing Multi-Camera Video Generation from Diverse Viewpoints
by: Bai, Jianhong, et al.
Published: (2024)

Towards Spatially Consistent Image Generation: On Incorporating Intrinsic Scene Properties into Diffusion Models
by: Lee, Hyundo, et al.
Published: (2025)

Diffusion4D: Fast Spatial-temporal Consistent 4D Generation via Video Diffusion Models
by: Liang, Hanwen, et al.
Published: (2024)

InstantMesh: Efficient 3D Mesh Generation from a Single Image with Sparse-view Large Reconstruction Models
by: Xu, Jiale, et al.
Published: (2024)

JVID: Joint Video-Image Diffusion for Visual-Quality and Temporal-Consistency in Video Generation
by: Reynaud, Hadrien, et al.
Published: (2024)