Cover Image

CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Bi, Xiuli, Lu, Jian, Liu, Bo, Cun, Xiaodong, Zhang, Yong, Li, Weisheng, Xiao, Bin
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

Mobius: Text to Seamless Looping Video Generation via Latent Shift
by: Bi, Xiuli, et al.
Published: (2025)

ForgeryTTT: Zero-Shot Image Manipulation Localization with Test-Time Training
by: Liu, Weihuang, et al.
Published: (2024)

Depth-aware Test-Time Training for Zero-shot Video Object Segmentation
by: Liu, Weihuang, et al.
Published: (2024)

JointTuner: Appearance-Motion Adaptive Joint Training for Customized Video Generation
by: Chen, Fangda, et al.
Published: (2025)

Separate Motion from Appearance: Customizing Motion via Customizing Text-to-Video Diffusion Models
by: Liu, Huijie, et al.
Published: (2025)

Training-Free Motion Customization for Distilled Video Generators with Adaptive Test-Time Distillation
by: Rong, Jintao, et al.
Published: (2025)

Tora2: Motion and Appearance Customized Diffusion Transformer for Multi-Entity Video Generation
by: Zhang, Zhenghao, et al.
Published: (2025)

VideoMaker: Zero-shot Customized Video Generation with the Inherent Force of Video Diffusion Models
by: Wu, Tao, et al.
Published: (2024)

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

CustomVideo: Customizing Text-to-Video Generation with Multiple Subjects
by: Wang, Zhao, et al.
Published: (2024)

Motion Inversion for Video Customization
by: Wang, Luozhou, et al.
Published: (2024)

MotionAdapter: Video Motion Transfer via Content-Aware Attention Customization
by: Zhang, Zhexin, et al.
Published: (2026)

CoMo: Compositional Motion Customization for Text-to-Video Generation
by: Xu, Youcan, et al.
Published: (2025)

MotionBooth: Motion-Aware Customized Text-to-Video Generation
by: Wu, Jianzong, et al.
Published: (2024)

Direct-a-Video: Customized Video Generation with User-Directed Camera Movement and Object Motion
by: Yang, Shiyuan, et al.
Published: (2024)

Vision-TTT: Efficient and Expressive Visual Representation Learning with Test-Time Training
by: Kong, Quan, et al.
Published: (2026)

Customize-A-Video: One-Shot Motion Customization of Text-to-Video Diffusion Models
by: Ren, Yixuan, et al.
Published: (2024)

SynMotion: Semantic-Visual Adaptation for Motion Customized Video Generation
by: Tan, Shuai, et al.
Published: (2025)

HunyuanCustom: A Multimodal-Driven Architecture for Customized Video Generation
by: Hu, Teng, et al.
Published: (2025)

SMRABooth: Subject and Motion Representation Alignment for Customized Video Generation
by: Xu, Xuancheng, et al.
Published: (2025)

Still-Moving: Customized Video Generation without Customized Video Data
by: Chefer, Hila, et al.
Published: (2024)

MotionTTT: 2D Test-Time-Training Motion Estimation for 3D Motion Corrected MRI
by: Klug, Tobit, et al.
Published: (2024)

TTT3R: 3D Reconstruction as Test-Time Training
by: Chen, Xingyu, et al.
Published: (2025)

SAM-TTT: Segment Anything Model via Reverse Parameter Configuration and Test-Time Training for Camouflaged Object Detection
by: Yu, Zhenni, et al.
Published: (2025)

ZeroSmooth: Training-free Diffuser Adaptation for High Frame Rate Video Generation
by: Yang, Shaoshu, 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)

ZeroPur: Succinct Training-Free Adversarial Purification
by: Liu, Erhu, et al.
Published: (2024)

NC-TTT: A Noise Contrastive Approach for Test-Time Training
by: Osowiechi, David, et al.
Published: (2024)

ReC-TTT: Contrastive Feature Reconstruction for Test-Time Training
by: Colussi, Marco, et al.
Published: (2024)

ClipTTT: CLIP-Guided Test-Time Training Helps LVLMs See Better
by: Nath, Mriganka, et al.
Published: (2026)

AU-TTT: Vision Test-Time Training model for Facial Action Unit Detection
by: Xing, Bohao, et al.
Published: (2025)

LoRA-TTT: Low-Rank Test-Time Training for Vision-Language Models
by: Kojima, Yuto, et al.
Published: (2025)

Proteus-ID: ID-Consistent and Motion-Coherent Video Customization
by: Zhang, Guiyu, et al.
Published: (2025)

MoTrans: Customized Motion Transfer with Text-driven Video Diffusion Models
by: Li, Xiaomin, et al.
Published: (2024)

BridgeIV: Bridging Customized Image and Video Generation through Test-Time Autoregressive Identity Propagation
by: Hu, Panwen, et al.
Published: (2025)

VideoMage: Multi-Subject and Motion Customization of Text-to-Video Diffusion Models
by: Huang, Chi-Pin, et al.
Published: (2025)

SketchAnimator: Animate Sketch via Motion Customization of Text-to-Video Diffusion Models
by: Yang, Ruolin, et al.
Published: (2025)

DualReal: Adaptive Joint Training for Lossless Identity-Motion Fusion in Video Customization
by: Wang, Wenchuan, et al.
Published: (2025)

DocTTT: Test-Time Training for Handwritten Document Recognition Using Meta-Auxiliary Learning
by: Gu, Wenhao, et al.
Published: (2025)

FashionMAC: Deformation-Free Fashion Image Generation with Fine-Grained Model Appearance Customization
by: Zhang, Rong, et al.
Published: (2025)