Cover Image

Diffusion Image Generation with Explicit Modeling of Data Manifold Geometry

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Xue, Duoduo, Zhu, Zhiyu, Hou, Junhui
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Energy-oriented Diffusion Bridge for Image Restoration with Foundational Diffusion Models
by: Hou, Jinhui, et al.
Published: (2026)

Is Contrastive Distillation Enough for Learning Comprehensive 3D Representations?
by: Zhang, Yifan, et al.
Published: (2024)

UniE2F: A Unified Diffusion Framework for Event-to-Frame Reconstruction with Video Foundation Models
by: Xu, Gang, et al.
Published: (2026)

Acc3D: Accelerating Single Image to 3D Diffusion Models via Edge Consistency Guided Score Distillation
by: Liu, Kendong, et al.
Published: (2025)

Paired Image Generation with Diffusion-Guided Diffusion Models
by: Zhang, Haoxuan, et al.
Published: (2025)

NVS-Solver: Video Diffusion Model as Zero-Shot Novel View Synthesizer
by: You, Meng, et al.
Published: (2024)

Chest-Diffusion: A Light-Weight Text-to-Image Model for Report-to-CXR Generation
by: Huang, Peng, et al.
Published: (2024)

Enhancing the Safety of Medical Vision-Language Models by Synthetic Demonstrations
by: Xue, Zhiyu, et al.
Published: (2025)

Exploring Non-Local Spatial-Angular Correlations with a Hybrid Mamba-Transformer Framework for Light Field Super-Resolution
by: Liu, Haosong, et al.
Published: (2025)

PrefPaint: Aligning Image Inpainting Diffusion Model with Human Preference
by: Liu, Kendong, et al.
Published: (2024)

Identifying and Solving Conditional Image Leakage in Image-to-Video Diffusion Model
by: Zhao, Min, et al.
Published: (2024)

Cycle Diffusion Model for Counterfactual Image Generation
by: Huang, Fangrui, et al.
Published: (2025)

Instant Preference Alignment for Text-to-Image Diffusion Models
by: Li, Yang, et al.
Published: (2025)

Conditional Diffusion Model for Longitudinal Medical Image Generation
by: Dao, Duy-Phuong, et al.
Published: (2024)

Controllable Coupled Image Generation via Diffusion Models
by: Yuan, Chenfei, et al.
Published: (2025)

Diffusion Cocktail: Mixing Domain-Specific Diffusion Models for Diversified Image Generations
by: Liu, Haoming, et al.
Published: (2023)

Improving Explicit Spatial Relationships in Text-to-Image Generation through an Automatically Derived Dataset
by: Salaberria, Ander, et al.
Published: (2024)

HeightMapNet: Explicit Height Modeling for End-to-End HD Map Learning
by: Qiu, Wenzhao, et al.
Published: (2024)

Grounding Text-to-Image Diffusion Models for Controlled High-Quality Image Generation
by: Süleyman, Ahmad, et al.
Published: (2025)

Image-Feature Weak-to-Strong Consistency: An Enhanced Paradigm for Semi-Supervised Learning
by: Wu, Zhiyu, et al.
Published: (2024)

Information-Theoretic Optimization for Task-Adapted Compressed Sensing Magnetic Resonance Imaging
by: Peng, Xinyu, et al.
Published: (2026)

Proximal Vision Transformer: Enhancing Feature Representation through Two-Stage Manifold Geometry
by: Yun, Haoyu, et al.
Published: (2025)

StereoDiffusion: Training-Free Stereo Image Generation Using Latent Diffusion Models
by: Wang, Lezhong, et al.
Published: (2024)

Geometry-Correct Diffusion Posterior Sampling with Denoiser-Pullback Curvature Guidance and Manifold-Aligned Damping
by: Shin, Seunghyeok, et al.
Published: (2026)

Elucidating and Endowing the Diffusion Training Paradigm for General Image Restoration
by: Lu, Xin, et al.
Published: (2025)

DiffusionAgent: Navigating Expert Models for Agentic Image Generation
by: Qin, Jie, et al.
Published: (2024)

GACO-CAD: Geometry-Augmented and Conciseness-Optimized CAD Model Generation from Single Image
by: Wang, Yinghui, et al.
Published: (2025)

HELM: Hierarchical and Explicit Label Modeling with Graph Learning for Multi-Label Image Classification
by: Stoimchev, Marjan, et al.
Published: (2026)

Towards Effective Usage of Human-Centric Priors in Diffusion Models for Text-based Human Image Generation
by: Wang, Junyan, et al.
Published: (2024)

Rethinking Diffusion-Based Image Generators for Fundus Fluorescein Angiography Synthesis on Limited Data
by: Yu, Chengzhou, et al.
Published: (2024)

SPDGAN: A Generative Adversarial Network based on SPD Manifold Learning for Automatic Image Colorization
by: Mourchid, Youssef, et al.
Published: (2023)

TAIGen: Training-Free Adversarial Image Generation via Diffusion Models
by: Roy, Susim, et al.
Published: (2025)

Synthesizing Efficient Data with Diffusion Models for Person Re-Identification Pre-Training
by: Niu, Ke, et al.
Published: (2024)

Frequency-Enhanced Diffusion Models: Curriculum-Guided Semantic Alignment for Zero-Shot Skeleton Action Recognition
by: Zhou, Yuxi, et al.
Published: (2026)

ICM-SR: Image-Conditioned Manifold Regularization for Image Super-Resolution
by: Kang, Junoh, et al.
Published: (2025)

Pathways on the Image Manifold: Image Editing via Video Generation
by: Rotstein, Noam, et al.
Published: (2024)

VOVTrack: Exploring the Potentiality in Videos for Open-Vocabulary Object Tracking
by: Qian, Zekun, et al.
Published: (2024)

Adaptive Signal Analysis for Automated Subsurface Defect Detection Using Impact Echo in Concrete Slabs
by: Pavurala, Deepthi, et al.
Published: (2024)

A DICOM Image De-identification Algorithm in the MIDI-B Challenge
by: Jiang, Hongzhu, et al.
Published: (2025)

Ultra-High-Definition Reference-Based Landmark Image Super-Resolution with Generative Diffusion Prior
by: Shi, Zhenning, et al.
Published: (2025)