Cover Image

Consistent Diffusion: Denoising Diffusion Model with Data-Consistent Training for Image Restoration

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Cheng, Xinlong, Cao, Tiantian, Cheng, Guoan, Huang, Bangxuan, Tian, Xinghan, Wang, Ye, He, Xiaoyu, Li, Weixin, Xue, Tianfan, Dong, Xuan
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

Decoupled Data Consistency with Diffusion Purification for Image Restoration
by: Li, Xiang, et al.
Published: (2024)

AutoDIR: Automatic All-in-One Image Restoration with Latent Diffusion
by: Jiang, Yitong, et al.
Published: (2023)

Bracket Diffusion: HDR Image Generation by Consistent LDR Denoising
by: Bemana, Mojtaba, et al.
Published: (2024)

SPIRiT-Diffusion: Self-Consistency Driven Diffusion Model for Accelerated MRI
by: Cui, Zhuo-Xu, et al.
Published: (2023)

ACT-Diffusion: Efficient Adversarial Consistency Training for One-step Diffusion Models
by: Kong, Fei, et al.
Published: (2023)

RoomPainter: View-Integrated Diffusion for Consistent Indoor Scene Texturing
by: Huang, Zhipeng, et al.
Published: (2024)

ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions
by: Huang, Wenfeng, et al.
Published: (2024)

DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-Consistency
by: Fabian, Zalan, et al.
Published: (2023)

TC-Padé: Trajectory-Consistent Padé Approximation for Diffusion Acceleration
by: Cui, Benlei, et al.
Published: (2026)

Temporal-Consistent Video Restoration with Pre-trained Diffusion Models
by: Wang, Hengkang, et al.
Published: (2025)

Diffusion Priors for Variational Likelihood Estimation and Image Denoising
by: Cheng, Jun, et al.
Published: (2024)

Consistency Diffusion Models for Single-Image 3D Reconstruction with Priors
by: Jiang, Chenru, et al.
Published: (2025)

StoryDiffusion: Consistent Self-Attention for Long-Range Image and Video Generation
by: Zhou, Yupeng, et al.
Published: (2024)

Resfusion: Denoising Diffusion Probabilistic Models for Image Restoration Based on Prior Residual Noise
by: Shi, Zhenning, et al.
Published: (2023)

ZeroIDIR: Zero-Reference Illumination Degradation Image Restoration with Perturbed Consistency Diffusion Models
by: Jiang, Hai, et al.
Published: (2026)

Image Diffusion Preview with Consistency Solver
by: Wang, Fu-Yun, et al.
Published: (2025)

Consistent Diffusion Meets Tweedie: Training Exact Ambient Diffusion Models with Noisy Data
by: Daras, Giannis, et al.
Published: (2024)

Degradation-Consistent Learning via Bidirectional Diffusion for Low-Light Image Enhancement
by: He, Jinhong, et al.
Published: (2025)

Consistent Human Image and Video Generation with Spatially Conditioned Diffusion
by: Cao, Mingdeng, et al.
Published: (2024)

Consistency Diffusion Bridge Models
by: He, Guande, et al.
Published: (2024)

Consistent-1-to-3: Consistent Image to 3D View Synthesis via Geometry-aware Diffusion Models
by: Ye, Jianglong, et al.
Published: (2023)

PhoCoLens: Photorealistic and Consistent Reconstruction in Lensless Imaging
by: Cai, Xin, et al.
Published: (2024)

Consistent Image Layout Editing with Diffusion Models
by: Xia, Tao, et al.
Published: (2025)

UniGeo: Taming Video Diffusion for Unified Consistent Geometry Estimation
by: Sun, Yang-Tian, et al.
Published: (2025)

Image Restoration by Denoising Diffusion Models with Iteratively Preconditioned Guidance
by: Garber, Tomer, et al.
Published: (2023)

From Pixels to Pathology: Restoration Diffusion for Diagnostic-Consistent Virtual IHC
by: Liu, Jingsong, et al.
Published: (2025)

SCott: Accelerating Diffusion Models with Stochastic Consistency Distillation
by: Liu, Hongjian, et al.
Published: (2024)

DECADE: A Temporally-Consistent Unsupervised Diffusion Model for Enhanced Rb-82 Dynamic Cardiac PET Image Denoising
by: Zhou, Yinchi, et al.
Published: (2026)

DiffStereo: High-Frequency Aware Diffusion Model for Stereo Image Restoration
by: Cao, Huiyun, et al.
Published: (2025)

GCRayDiffusion: Pose-Free Surface Reconstruction via Geometric Consistent Ray Diffusion
by: Chen, Li-Heng, et al.
Published: (2025)

Diffusion-Guided Mask-Consistent Paired Mixing for Endoscopic Image Segmentation
by: Jie, Pengyu, et al.
Published: (2025)

ControlSR: Taming Diffusion Models for Consistent Real-World Image Super Resolution
by: Wan, Yuhao, et al.
Published: (2024)

Inversion by Direct Iteration: An Alternative to Denoising Diffusion for Image Restoration
by: Delbracio, Mauricio, et al.
Published: (2023)

FLUX-Makeup: High-Fidelity, Identity-Consistent, and Robust Makeup Transfer via Diffusion Transformer
by: Zhu, Jian, et al.
Published: (2025)

Beyond and Free from Diffusion: Invertible Guided Consistency Training
by: Hsu, Chia-Hong, et al.
Published: (2025)

HDR Reconstruction Boosting with Training-Free and Exposure-Consistent Diffusion
by: Lin, Yo-Tin, et al.
Published: (2026)

Plug-and-play Diffusion Models for Image Compressive Sensing with Data Consistency Projection
by: Wang, Xiaodong, et al.
Published: (2025)

Improving Consistency in Diffusion Models for Image Super-Resolution
by: Gu, Junhao, et al.
Published: (2024)

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

GeometryCrafter: Consistent Geometry Estimation for Open-world Videos with Diffusion Priors
by: Xu, Tian-Xing, et al.
Published: (2025)