分类
Unravelling Digital Forgeries:A Systematic Survey on Image Manipulation Detection and Localization
ALL-IN-ONE:Divide-and-Conquer Strategy for Multi-Manipulation Image Classification and Localization
From Pixels to Semantics:A Novel MLLM-Driven Approach for Explainable Tampered Text Detection
Towards Explainable Fake Image Detection with Multi-Modal Large Language Models
SIDA:Social Media Image Deepfake Detection, Localization and Explanation with Large Multimodal Model
Explicit Visual Prompting for Universal Foreground Segmentations
Exploring_Intrinsic_Normal_Prototypes_within_a_Single_Image_for_Universal_Anomaly_Detection
Noise-Assisted Prompt Learning for Image Forgery Detection and Localization
Revisiting_the_Integration_of_Convolution_and_Attention_for_Vision_Backbone
Towards Universal Fake Image Detectors That Generalize Across Generative Models
Forgery-aware Adaptive Transformer for Generalizable Synthetic Image Detection
Pixel-Level Anomaly Detection via Uncertainty-aware Prototypical Transformer
ALDEN:Dual-Level Disentanglement with Meta-learning for Generalizable Audio Deepfake Detection
Guard Me If You Know Me:Protecting Specific Face-Identity from Deepfakes
Generalizable Synthetic Image Detection via Language-guided Contrastive Learning
VLForgery Face Triad:Detection, Localization and Attribution via Multimodal Large Language Models
An Unmanned Aerial Vehicle Swarm System for Tunnel Inspection Problems
Multimodal Multitask Collaborative Revision Network for Trusted Road Segmentation
Text-Driven Traffic Anomaly Detection With Temporal High-Frequency Modeling in Driving Videos
MOODv2:Masked Image Modeling for Out-of-Distribution Detection
Rethinking Out-of-distribution (OOD) Detection:Masked Image Modeling is All You Need
ForgeLens:Data-Efficient Forgery Focus for Generalizable Forgery Image Detection
RankMatch:Exploring the Better Consistency Regularization for Semi-supervised Semantic Segmentation
CeCR:Cross-entropycontrastive replay for online class-incremental continual learning
Learning double-compression video fingerprints left from social-media platforms
Efficient_Video_Integrity_Analysis_Through_Container_Characterization
Video_Source_Characterization_Using_Encoding_and_Encapsulation_Characteristics
Fusion_Transformer_with_Object_Mask_Guidance_for_Image_Forgery_Analysis
Forensics-Bench:A Comprehensive Forgery Detection Benchmark Suite for Large Vision Language Models
Poster:Query-efficient Black-box Attack for Image Forgery Localization via Reinforcement Learning
PRCL:Probabilistic Representation Contrastive Learning for Semi-Supervised Semantic Segmentation
SegFormer:Simple and Efficient Design for Semantic Segmentation with Transformers
MUN:Image Forgery Localization Based on M3 Encoder and UN Decoder
Discriminative fuzzy 𝐾-meansclustering withlocalstructure preservation for high-dimensional data
LEGION:Learning to Ground and Explain for Synthetic Image Detection
Imbalance-Aware Discriminative Clustering for Unsupervised Semantic Segmentation
Faster R-CNN:Towards Real-Time Object Detection with Region Proposal Networks
Exploring Multi-view Pixel Contrast for General and Robust Image Forgery Localization
GIM:A Million-scale Benchmark for Generative Image Manipulation Detection and Localization
Loupe:A Generalizable and Adaptive Framework for Image Forgery Detection
Mind marginal non-crack regions:Clustering-inspired representation learning for crack segmentation
CoCoOp:Conditional Prompt Learning for Vision-Language Models
CLIP:Learning Transferable Visual Models From Natural Language Supervision
Robust Watermarking Using Generative Priors Against Image Editing:From Benchmarking to Advances
ForensicHub:A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization
TruFor:Leveraging all-round clues for trustworthy image forgery detection and localization
Pixel-Inconsistency Modeling for Image Manipulation Localization
Rethinking Image Forgery Detection via Soft Contrastive Learning and Unsupervised Clustering
Cluster Triplet Loss for Unsupervised Domain Adaptation on Histology Images
Stacking Brick by Brick:Aligned Feature Isolation for Incremental Face Forgery Detection
OmniGuard:Hybrid Manipulation Localization via Augmented Versatile Deep Image Watermarking
Operation History Estimation and Its Application to Multi-Degraded Image Restoration
Image Operation Chain Detection with Machine Translation Framework
Rethinking Image Editing Detection in the Era of Generative AI Revolution
Image-based_Freeform_Handwriting_Authentication_with_Energy-oriented_Self-Supervised_Learning
Image Copy-Move Forgery Detection via Deep PatchMatch and Pairwise Ranking Learning
DiRLoc:Disentanglement Representation Learning for Robust Image Forgery Localization
IMDL-BenCo:A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization
Contextrast:Contextual Contrastive Learning for Semantic Segmentation
Deep Clustering for Unsupervised Learning of Visual Features
A Lightweight Clustering Framework for Unsupervised Semantic Segmentation
DiffForensics:Leveraging Diffusion Prior to Image Forgery Detection and Localization
EditGuard:Versatile Image Watermarking for Tamper Localization and Copyright Protection
UGEE-Net:Uncertainty-guided and edge-enhanced network for image splicing localization
End-to-end Differentiable Clustering with Associative Memories
PiCIE:Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering
Forgery-aware Adaptive Learning with Vision Transformer for Generalized Face Forgery Detection
Deep Adaptive Fuzzy Clustering for Evolutionary Unsupervised Representation Learning
Deep Fuzzy K-Means With Adaptive Loss and Entropy Regularization
Robust deep k-means:An effective and simple method for data clustering
AdaIFL:Adaptive Image Forgery Localization via a Dynamic and Importance-aware Transformer Network
Image Manipulation Detection With Implicit Neural Representation and Limited Supervision
Circle Loss A Unified Perspective of Pair Similarity Optimization
EAGLE:Eigen Aggregation Learning for Object-Centric Unsupervised Semantic Segmentation
Unsupervised Learning of Image Segmentation Based on Differentiable Feature Clustering
Attentive and Contrastive Image Manipulation Localization With Boundary Guidance
Towards Generalizable Deepfake Detection via Clustered and Adversarial Forgery Learning
Robust Image Forgery Detection over Online Social Network Shared Images
Towards Modern Image Manipulation Localization A Large-Scale Dataset and Novel Methods
Multi-view Feature Extraction via Tunable Prompts is Enough for Image Manipulation Localization
DH-GAN:Image manipulation localization via a dual homology-aware generative adversarial network
CMX:Cross-Modal Fusion for RGB-X Semantic Segmentation With Transformers
Uncertainty-guided Learning for Improving Image Manipulation Detection
Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning
Towards Effective Image Manipulation Detection with Proposal Contrastive Learning
CatmullRom Splines-Based Regression for Image Forgery Localization
CFL-Net:Image Forgery Localization Using Contrastive Learning
Learning Discriminative Noise Guidance for Image Forgery Detection and Localization
MGQFormer:Mask-Guided Query-Based Transformer for Image Manipulation Localization
Learning Transferable Visual Models From Natural Language Supervision
A New Benchmark and Model for Challenging Image Manipulation Detection
Exploring Multi-Modal Fusion for Image Manipulation Detection and Localization