Cover Image

Training-Free Motion Customization for Distilled Video Generators with Adaptive Test-Time Distillation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Rong, Jintao, Xie, Xin, Yu, Xinyi, Ou, Linlin, Zhang, Xinyu, Shen, Chunhua, Gong, Dong
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

Training-Free Motion-Guided Video Generation with Enhanced Temporal Consistency Using Motion Consistency Loss
by: Zhang, Xinyu, et al.
Published: (2025)

CustomTTT: Motion and Appearance Customized Video Generation via Test-Time Training
by: Bi, Xiuli, et al.
Published: (2024)

Retrieval-Enhanced Visual Prompt Learning for Few-shot Classification
by: Rong, Jintao, et al.
Published: (2023)

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

FreeCustom: Tuning-Free Customized Image Generation for Multi-Concept Composition
by: Ding, Ganggui, et al.
Published: (2024)

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

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

Training-Free Video Editing via Optical Flow-Enhanced Score Distillation
by: Zhu, Lianghan, et al.
Published: (2024)

DyMO: Training-Free Diffusion Model Alignment with Dynamic Multi-Objective Scheduling
by: Xie, Xin, et al.
Published: (2024)

KDMOS:Knowledge Distillation for Motion Segmentation
by: Cao, Chunyu, et al.
Published: (2025)

MotionClone: Training-Free Motion Cloning for Controllable Video Generation
by: Ling, Pengyang, et al.
Published: (2024)

Distilled Transformers with Locally Enhanced Global Representations for Face Forgery Detection
by: Zhang, Yaning, et al.
Published: (2024)

Motion Prior Distillation in Time Reversal Sampling for Generative Inbetweening
by: Jeon, Wooseok, et al.
Published: (2026)

Structure From Tracking: Distilling Structure-Preserving Motion for Video Generation
by: Fei, Yang, et al.
Published: (2025)

Hybrid Data-Free Knowledge Distillation
by: Tang, Jialiang, et al.
Published: (2024)

LoRAPrune: Structured Pruning Meets Low-Rank Parameter-Efficient Fine-Tuning
by: Zhang, Mingyang, et al.
Published: (2023)

VideoDistill: Language-aware Vision Distillation for Video Question Answering
by: Zou, Bo, et al.
Published: (2024)

MG-MotionLLM: A Unified Framework for Motion Comprehension and Generation across Multiple Granularities
by: Wu, Bizhu, et al.
Published: (2025)

SFDA-rPPG: Source-Free Domain Adaptive Remote Physiological Measurement with Spatio-Temporal Consistency
by: Xie, Yiping, et al.
Published: (2024)

GSCompleter: A Distillation-Free Plugin for Metric-Aware 3D Gaussian Splatting Completion in Seconds
by: Gao, Ao, et al.
Published: (2026)

HyperAlign: Hypernetwork for Efficient Test-Time Alignment of Diffusion Models
by: Xie, Xin, et al.
Published: (2026)

Motion Consistency Model: Accelerating Video Diffusion with Disentangled Motion-Appearance Distillation
by: Zhai, Yuanhao, et al.
Published: (2024)

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

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

Test-Time Distillation for Continual Model Adaptation
by: Chen, Xiao, et al.
Published: (2025)

Trust-Aware Diversion for Data-Effective Distillation
by: Wu, Zhuojie, et al.
Published: (2025)

Learnable Instance Attention Filtering for Adaptive Detector Distillation
by: Liu, Chen, et al.
Published: (2026)

Bootstrapping Video Semantic Segmentation Model via Distillation-assisted Test-Time Adaptation
by: Kim, Jihun, et al.
Published: (2026)

MotionMERGE: A Multi-granular Framework for Human Motion Editing, Reasoning, Generation, and Explanation
by: Wu, Bizhu, et al.
Published: (2026)

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

Image-Free Timestep Distillation via Continuous-Time Consistency with Trajectory-Sampled Pairs
by: Tang, Bao, et al.
Published: (2025)

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

FineMotion: A Dataset and Benchmark with both Spatial and Temporal Annotation for Fine-grained Motion Generation and Editing
by: Wu, Bizhu, et al.
Published: (2025)

Towards Customized Knowledge Distillation for Chip-Level Dense Image Predictions
by: Zhang, Dong, et al.
Published: (2024)

TT-MPD: Test Time Model Pruning and Distillation
by: Wu, Haihang, et al.
Published: (2024)

Transition Matching Distillation for Fast Video Generation
by: Nie, Weili, et al.
Published: (2026)

MagicDistillation: Weak-to-Strong Video Distillation for Large-Scale Few-Step Synthesis
by: Shao, Shitong, et al.
Published: (2025)

Optimizing Few-Step Generation with Adaptive Matching Distillation
by: Bai, Lichen, et al.
Published: (2026)

UP-SLAM: Adaptively Structured Gaussian SLAM with Uncertainty Prediction in Dynamic Environments
by: Zheng, Wancai, et al.
Published: (2025)

SGMD: Score Gradient Matching Distillation for Few-Step Video Diffusion Distillation
by: Wu, Zhuguanyu, et al.
Published: (2026)