Image de couverture de livre

HuViDPO:Enhancing Video Generation through Direct Preference Optimization for Human-Centric Alignment

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Jiang, Lifan, Wu, Boxi, Zhang, Jiahui, Guan, Xiaotong, Chen, Shuang
Format:	Preprint
Publié:	2025
Sujets:	Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

VidSketch: Hand-drawn Sketch-Driven Video Generation with Diffusion Control
par: Jiang, Lifan, et autres
Publié: (2025)

MagicID: Hybrid Preference Optimization for ID-Consistent and Dynamic-Preserved Video Customization
par: Li, Hengjia, et autres
Publié: (2025)

VideoDPO: Omni-Preference Alignment for Video Diffusion Generation
par: Liu, Runtao, et autres
Publié: (2024)

HuM-Eval: A Coarse-to-Fine Framework for Human-Centric Video Evaluation
par: Zhang, Bingzi, et autres
Publié: (2026)

AVC-DPO: Aligned Video Captioning via Direct Preference Optimization
par: Tang, Jiyang, et autres
Publié: (2025)

Reg-DPO: SFT-Regularized Direct Preference Optimization with GT-Pair for Improving Video Generation
par: Du, Jie, et autres
Publié: (2025)

SEE-DPO: Self Entropy Enhanced Direct Preference Optimization
par: Shekhar, Shivanshu, et autres
Publié: (2024)

SUDO: Enhancing Text-to-Image Diffusion Models with Self-Supervised Direct Preference Optimization
par: Peng, Liang, et autres
Publié: (2025)

Discriminator-Free Direct Preference Optimization for Video Diffusion
par: Cheng, Haoran, et autres
Publié: (2025)

SyncDPO: Enhancing Temporal Synchronization in Video-Audio Joint Generation via Preference Learning
par: Cheng, Xin, et autres
Publié: (2026)

VistaDPO: Video Hierarchical Spatial-Temporal Direct Preference Optimization for Large Video Models
par: Huang, Haojian, et autres
Publié: (2025)

HuMo: Human-Centric Video Generation via Collaborative Multi-Modal Conditioning
par: Chen, Liyang, et autres
Publié: (2025)

DreamBoothDPO: Improving Personalized Generation using Direct Preference Optimization
par: Ayupov, Shamil, et autres
Publié: (2025)

DeDPO: Debiased Direct Preference Optimization for Diffusion Models
par: Pham, Khiem, et autres
Publié: (2026)

DenseDPO: Fine-Grained Temporal Preference Optimization for Video Diffusion Models
par: Wu, Ziyi, et autres
Publié: (2025)

UniEditBench: A Unified and Cost-Effective Benchmark for Image and Video Editing via Distilled MLLMs
par: Jiang, Lifan, et autres
Publié: (2026)

ConsistencyTrack: A Robust Multi-Object Tracker with a Generation Strategy of Consistency Model
par: Jiang, Lifan, et autres
Publié: (2024)

SymDPO: Boosting In-Context Learning of Large Multimodal Models with Symbol Demonstration Direct Preference Optimization
par: Jia, Hongrui, et autres
Publié: (2024)

Llama Learns to Direct: DirectorLLM for Human-Centric Video Generation
par: Song, Kunpeng, et autres
Publié: (2024)

OnlineVPO: Align Video Diffusion Model with Online Video-Centric Preference Optimization
par: Zhang, Jiacheng, et autres
Publié: (2024)

Curriculum-DPO++: Direct Preference Optimization via Data and Model Curricula for Text-to-Image Generation
par: Croitoru, Florinel-Alin, et autres
Publié: (2026)

Diffusion-APO: Trajectory-Aware Direct Preference Alignment for Video Diffusion Transformers
par: Zhu, Jingyuan, et autres
Publié: (2026)

$ϕ$-DPO: Fairness Direct Preference Optimization Approach to Continual Learning in Large Multimodal Models
par: Truong, Thanh-Dat, et autres
Publié: (2026)

MIA-DPO: Multi-Image Augmented Direct Preference Optimization For Large Vision-Language Models
par: Liu, Ziyu, et autres
Publié: (2024)

PhysCorr: Dual-Reward DPO for Physics-Constrained Text-to-Video Generation with Automated Preference Selection
par: Wang, Peiyao, et autres
Publié: (2025)

RS-DPO: A Hybrid Rejection Sampling and Direct Preference Optimization Method for Alignment of Large Language Models
par: Khaki, Saeed, et autres
Publié: (2024)

FocusDPO: Dynamic Preference Optimization for Multi-Subject Personalized Image Generation via Adaptive Focus
par: Jin, Qiaoqiao, et autres
Publié: (2025)

LightGen: Efficient Image Generation through Knowledge Distillation and Direct Preference Optimization
par: Wu, Xianfeng, et autres
Publié: (2025)

S2H-DPO: Hardness-Aware Preference Optimization for Vision-Language Models
par: Shukla, Nitish, et autres
Publié: (2026)

PhyRPR: Training-Free Physics-Constrained Video Generation
par: Zhao, Yibo, et autres
Publié: (2026)

StreamingEffect: Real-Time Human-Centric Video Effect Generation
par: Song, Yiren, et autres
Publié: (2026)

InpaintDPO: Mitigating Spatial Relationship Hallucinations in Foreground-conditioned Inpainting via Diverse Preference Optimization
par: Li, Qirui, et autres
Publié: (2025)

ViPO: Visual Preference Optimization at Scale
par: Li, Ming, et autres
Publié: (2026)

PatchDPO: Patch-level DPO for Finetuning-free Personalized Image Generation
par: Huang, Qihan, et autres
Publié: (2024)

V-DPO: Mitigating Hallucination in Large Vision Language Models via Vision-Guided Direct Preference Optimization
par: Xie, Yuxi, et autres
Publié: (2024)

BideDPO: Conditional Image Generation with Simultaneous Text and Condition Alignment
par: Zhou, Dewei, et autres
Publié: (2025)

ViLA: Efficient Video-Language Alignment for Video Question Answering
par: Wang, Xijun, et autres
Publié: (2023)

RealDPO: Real or Not Real, that is the Preference
par: Cheng, Guo, et autres
Publié: (2025)

Modality-Fair Preference Optimization for Trustworthy MLLM Alignment
par: Jiang, Songtao, et autres
Publié: (2024)

OpenHumanVid: A Large-Scale High-Quality Dataset for Enhancing Human-Centric Video Generation
par: Li, Hui, et autres
Publié: (2024)