Cover Image

HFI: A unified framework for training-free detection and implicit watermarking of latent diffusion model generated images

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Choi, Sungik, Lee, Hankook, Lee, Jaehoon, Kim, Seunghyun, Choi, Stanley Jungkyu, Lee, Moontae
Format:	Preprint
Published:	2024
Subjects:	Computer Vision and Pattern Recognition Machine Learning
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Training-free Detection of AI-generated images via Cropping Robustness
by: Choi, Sungik, et al.
Published: (2025)

Partial-Multivariate Model for Forecasting
by: Lee, Jaehoon, et al.
Published: (2024)

Dynamic watermarks in images generated by diffusion models
by: Chen, Yunzhuo, et al.
Published: (2025)

Learning Equi-angular Representations for Online Continual Learning
by: Seo, Minhyuk, et al.
Published: (2024)

Diffusion based Semantic Outlier Generation via Nuisance Awareness for Out-of-Distribution Detection
by: Yoon, Suhee, et al.
Published: (2024)

A training regime to learn unified representations from complementary breast imaging modalities
by: Sharma, Umang, et al.
Published: (2024)

MeshGS: Adaptive Mesh-Aligned Gaussian Splatting for High-Quality Rendering
by: Choi, Jaehoon, et al.
Published: (2024)

Spanning Tree Autoregressive Visual Generation
by: Lee, Sangkyu, et al.
Published: (2025)

Better Safe Than Sorry? Overreaction Problem of Vision Language Models in Visual Emergency Recognition
by: Choi, Dasol, et al.
Published: (2025)

IM360: Large-scale Indoor Mapping with 360 Cameras
by: Jung, Dongki, et al.
Published: (2025)

RPG360: Robust 360 Depth Estimation with Perspective Foundation Models and Graph Optimization
by: Jung, Dongki, et al.
Published: (2025)

Early Decisions Matter: Proximity Bias and Initial Trajectory Shaping in Non-Autoregressive Diffusion Language Models
by: Kim, Jiyeon, et al.
Published: (2026)

Joint Learning of Pose Regression and Denoising Diffusion with Score Scaling Sampling for Category-level 6D Pose Estimation
by: Lee, Seunghyun, et al.
Published: (2025)

CLIP Tricks You: Training-free Token Pruning for Efficient Pixel Grounding in Large VIsion-Language Models
by: Lee, Sangin, et al.
Published: (2026)

EDM: Equirectangular Projection-Oriented Dense Kernelized Feature Matching
by: Jung, Dongki, et al.
Published: (2025)

TK-Planes: Tiered K-Planes with High Dimensional Feature Vectors for Dynamic UAV-based Scenes
by: Maxey, Christopher, et al.
Published: (2024)

Universal Image Immunization against Diffusion-based Image Editing via Semantic Injection
by: Lee, Chanhui, et al.
Published: (2026)

Scribble-Guided Diffusion for Training-free Text-to-Image Generation
by: Lee, Seonho, et al.
Published: (2024)

Isometric Representation Learning for Disentangled Latent Space of Diffusion Models
by: Hahm, Jaehoon, et al.
Published: (2024)

Emerging Property of Masked Token for Effective Pre-training
by: Choi, Hyesong, et al.
Published: (2024)

Predicting before Reconstruction: A generative prior framework for MRI acceleration
by: Park, Juhyung, et al.
Published: (2025)

Pixel Seal: Adversarial-only training for invisible image and video watermarking
by: Souček, Tomáš, et al.
Published: (2025)

UAVTwin: Neural Digital Twins for UAVs using Gaussian Splatting
by: Choi, Jaehoon, et al.
Published: (2025)

Multi-task Learning for Real-time Autonomous Driving Leveraging Task-adaptive Attention Generator
by: Choi, Wonhyeok, et al.
Published: (2024)

MoRe: Monocular Geometry Refinement via Graph Optimization for Cross-View Consistency
by: Jung, Dongki, et al.
Published: (2025)

High-resolution efficient image generation from WiFi CSI using a pretrained latent diffusion model
by: Ramesh, Eshan, et al.
Published: (2025)

Addressing Negative Transfer in Diffusion Models
by: Go, Hyojun, et al.
Published: (2023)

Multimodal generative semantic communication based on latent diffusion model
by: Fu, Weiqi, et al.
Published: (2024)

CAST: Cross-Attention in Space and Time for Video Action Recognition
by: Lee, Dongho, et al.
Published: (2023)

GaussianVideo: Efficient Video Representation and Compression by Gaussian Splatting
by: Lee, Inseo, et al.
Published: (2025)

Focus, Don't Prune: Identifying Instruction-Relevant Regions for Information-Rich Image Understanding
by: Kwon, Mincheol, et al.
Published: (2026)

PointT2I: LLM-based text-to-image generation via keypoints
by: Lee, Taekyung, et al.
Published: (2025)

RoAD Benchmark: How LiDAR Models Fail under Coupled Domain Shifts and Label Evolution
by: Lee, Subeen, et al.
Published: (2026)

MASH-VLM: Mitigating Action-Scene Hallucination in Video-LLMs through Disentangled Spatial-Temporal Representations
by: Bae, Kyungho, et al.
Published: (2025)

A training-free framework for high-fidelity appearance transfer via diffusion transformers
by: Gu, Shengrong, et al.
Published: (2026)

Enhancing Generalization in Data-free Quantization via Mixup-class Prompting
by: Park, Jiwoong, et al.
Published: (2025)

A Training-Free, Task-Agnostic Framework for Enhancing MLLM Performance on High-Resolution Images
by: Lee, Jaeseong, et al.
Published: (2025)

YTCommentQA: Video Question Answerability in Instructional Videos
by: Yang, Saelyne, et al.
Published: (2024)

Multi-criteria Token Fusion with One-step-ahead Attention for Efficient Vision Transformers
by: Lee, Sanghyeok, et al.
Published: (2024)

EfficientViM: Efficient Vision Mamba with Hidden State Mixer based State Space Duality
by: Lee, Sanghyeok, et al.
Published: (2024)