Cover Image

ACD: Direct Conditional Control for Video Diffusion Models via Attention Supervision

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

HumanGenesis: Agent-Based Geometric and Generative Modeling for Synthetic Human Dynamics
by: Li, Weiqi, 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)

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

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)

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

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

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

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

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

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

SDXS: Real-Time One-Step Latent Diffusion Models with Image Conditions
by: Song, Yuda, et al.
Published: (2024)

Controllable Weather Synthesis and Removal with Video Diffusion Models
by: Lin, Chih-Hao, et al.
Published: (2025)

Re-Attentional Controllable Video Diffusion Editing
by: Wang, Yuanzhi, et al.
Published: (2024)

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

VMoBA: Mixture-of-Block Attention for Video Diffusion Models
by: Wu, Jianzong, et al.
Published: (2025)

Improved Adversarial Diffusion Compression for Real-World Video Super-Resolution
by: Chen, Bin, et al.
Published: (2026)

Blended Latent Diffusion under Attention Control for Real-World Video Editing
by: Liu, Deyin, et al.
Published: (2024)

Qffusion: Controllable Portrait Video Editing via Quadrant-Grid Attention Learning
by: Li, Maomao, et al.
Published: (2025)

SayAnything: Audio-Driven Lip Synchronization with Conditional Video Diffusion
by: Ma, Junxian, et al.
Published: (2025)

Understanding Attention Mechanism in Video Diffusion Models
by: Liu, Bingyan, et al.
Published: (2025)

DynamicRad: Content-Adaptive Sparse Attention for Long Video Diffusion
by: Long, Yongji, et al.
Published: (2026)

CtrlVDiff: Controllable Video Generation via Unified Multimodal Video Diffusion
by: Xi, Dianbing, et al.
Published: (2025)

VSA: Faster Video Diffusion with Trainable Sparse Attention
by: Zhang, Peiyuan, et al.
Published: (2025)

SUDO: Enhancing Text-to-Image Diffusion Models with Self-Supervised Direct Preference Optimization
by: Peng, Liang, et al.
Published: (2025)

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

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)

Local Conditional Controlling for Text-to-Image Diffusion Models
by: Zhao, Yibo, et al.
Published: (2023)

LatentSync: Taming Audio-Conditioned Latent Diffusion Models for Lip Sync with SyncNet Supervision
by: Li, Chunyu, et al.
Published: (2024)

Control-DINO: Feature Space Conditioning for Controllable Image-to-Video Diffusion
by: Dominici, Edoardo A., et al.
Published: (2026)

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

CCEdit: Creative and Controllable Video Editing via Diffusion Models
by: Feng, Ruoyu, et al.
Published: (2023)

Temporal-Conditional Referring Video Object Segmentation with Noise-Free Text-to-Video Diffusion Model
by: Zhang, Ruixin, et al.
Published: (2025)

OmniVDiff: Omni Controllable Video Diffusion for Generation and Understanding
by: Xi, Dianbing, et al.
Published: (2025)

Bidirectional Sparse Attention for Faster Video Diffusion Training
by: Zhan, Chenlu, et al.
Published: (2025)

Retinex-Diffusion: On Controlling Illumination Conditions in Diffusion Models via Retinex Theory
by: Xing, Xiaoyan, et al.
Published: (2024)

Noise Controlled CT Super-Resolution with Conditional Diffusion Model
by: Wang, Yuang, et al.
Published: (2025)

TrackDiffusion: Tracklet-Conditioned Video Generation via Diffusion Models
by: Li, Pengxiang, et al.
Published: (2023)

E0: Enhancing Generalization and Fine-Grained Control in VLA Models via Tweedie Discrete Diffusion
by: Zhan, Zhihao, et al.
Published: (2025)

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