Cover Image

Aligned Datasets Improve Detection of Latent Diffusion-Generated Images

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Rajan, Anirudh Sundara, Ojha, Utkarsh, Schloesser, Jedidiah, Lee, Yong Jae
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

Stay-Positive: A Case for Ignoring Real Image Features in Fake Image Detection
by: Rajan, Anirudh Sundara, et al.
Published: (2025)

From Plans to Pixels: Learning to Plan and Orchestrate for Open-Ended Image Editing
by: Rajan, Anirudh Sundara, et al.
Published: (2026)

Towards Universal Fake Image Detectors that Generalize Across Generative Models
by: Ojha, Utkarsh, et al.
Published: (2023)

Edit One for All: Interactive Batch Image Editing
by: Nguyen, Thao, et al.
Published: (2024)

Do Vision Models Develop Human-Like Progressive Difficulty Understanding?
by: Huang, Zeyi, et al.
Published: (2025)

VisualToolAgent (VisTA): A Reinforcement Learning Framework for Visual Tool Selection
by: Huang, Zeyi, et al.
Published: (2025)

Reasoning-Augmented Representations for Multimodal Retrieval
by: Zhang, Jianrui, et al.
Published: (2026)

Leveraging Large Language Models for Scalable Vector Graphics-Driven Image Understanding
by: Cai, Mu, et al.
Published: (2023)

Yo'LLaVA: Your Personalized Language and Vision Assistant
by: Nguyen, Thao, et al.
Published: (2024)

Aligning Latent Geometry for Spherical Flow Matching in Image Generation
by: Meral, Tuna Han Salih, et al.
Published: (2026)

What Matters for Diffusion-Friendly Latent Manifold? Prior-Aligned Autoencoders for Latent Diffusion
by: Yue, Zhengrong, et al.
Published: (2026)

LEAF: Latent Diffusion with Efficient Encoder Distillation for Aligned Features in Medical Image Segmentation
by: Huang, Qilin, et al.
Published: (2025)

3D-LLDM: Label-Guided 3D Latent Diffusion Model for Improving High-Resolution Synthetic MR Imaging in Hepatic Structure Segmentation
by: Kim, Kyeonghun, et al.
Published: (2026)

Improved Generation of Synthetic Imaging Data Using Feature-Aligned Diffusion
by: Nair, Lakshmi
Published: (2024)

Aligning Text-to-Image Diffusion Models with Reward Backpropagation
by: Prabhudesai, Mihir, et al.
Published: (2023)

SG-LDM: Semantic-Guided LiDAR Generation via Latent-Aligned Diffusion
by: Xiang, Zhengkang, et al.
Published: (2025)

Palette Aligned Image Diffusion
by: Aharoni, Elad, et al.
Published: (2025)

Beyond the Noise: Aligning Prompts with Latent Representations in Diffusion Models
by: Ramos, Vasco, et al.
Published: (2025)

Asynchronous Denoising Diffusion Models for Aligning Text-to-Image Generation
by: Hu, Zijing, et al.
Published: (2025)

Fitting Image Diffusion Models on Video Datasets
by: Lee, Juhun, et al.
Published: (2025)

LADB: Latent Aligned Diffusion Bridges for Semi-Supervised Domain Translation
by: Wang, Xuqin, et al.
Published: (2025)

LVMark: Robust Watermark for Latent Video Diffusion Models
by: Jang, MinHyuk, et al.
Published: (2024)

SAGA: Learning Signal-Aligned Distributions for Improved Text-to-Image Generation
by: Grimal, Paul, et al.
Published: (2025)

Tree-D Fusion: Simulation-Ready Tree Dataset from Single Images with Diffusion Priors
by: Lee, Jae Joong, et al.
Published: (2024)

Group Diffusion: Enhancing Image Generation by Unlocking Cross-Sample Collaboration
by: Mo, Sicheng, et al.
Published: (2025)

AGHI-QA: A Subjective-Aligned Dataset and Metric for AI-Generated Human Images
by: Li, Yunhao, et al.
Published: (2025)

Alias-Free Latent Diffusion Models: Improving Fractional Shift Equivariance of Diffusion Latent Space
by: Zhou, Yifan, et al.
Published: (2025)

Segmentation-Aware Latent Diffusion for Satellite Image Super-Resolution: Enabling Smallholder Farm Boundary Delineation
by: Agarwal, Aditi, et al.
Published: (2025)

LaMD: Latent Motion Diffusion for Image-Conditional Video Generation
by: Hu, Yaosi, et al.
Published: (2023)

AlignedGen: Aligning Style Across Generated Images
by: Zhang, Jiexuan, et al.
Published: (2025)

Latent Watermark: Inject and Detect Watermarks in Latent Diffusion Space
by: Meng, Zheling, et al.
Published: (2024)

CompoDiff: Versatile Composed Image Retrieval With Latent Diffusion
by: Gu, Geonmo, et al.
Published: (2023)

Controlling the Latent Diffusion Model for Generative Image Shadow Removal via Residual Generation
by: Li, Xinjie, et al.
Published: (2024)

Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion
by: Geissbühler, David, et al.
Published: (2024)

Generative Phomosaic with Structure-Aligned and Personalized Diffusion
by: Chung, Jaeyoung, et al.
Published: (2026)

Kaleido Diffusion: Improving Conditional Diffusion Models with Autoregressive Latent Modeling
by: Gu, Jiatao, et al.
Published: (2024)

LaWa: Using Latent Space for In-Generation Image Watermarking
by: Rezaei, Ahmad, et al.
Published: (2024)

Removing Distributional Discrepancies in Captions Improves Image-Text Alignment
by: Li, Yuheng, et al.
Published: (2024)

Fully Aligned Network for Referring Image Segmentation
by: Liu, Yong, et al.
Published: (2024)

AEROBLADE: Training-Free Detection of Latent Diffusion Images Using Autoencoder Reconstruction Error
by: Ricker, Jonas, et al.
Published: (2024)