{"total":82,"rows":[{"id":"2303.17111","title":"Hierarchical Fine-Grained Image Forgery Detection and Localization","created":"2023-03-30","cited_by_count":134,"area":null},{"id":"2103.10596","title":"PSCC-Net: Progressive Spatio-Channel Correlation Network for Image Manipulation Detection and Localization","created":"2021-03-19","cited_by_count":133,"area":null},{"id":"2212.10957","title":"TruFor: Leveraging all-round clues for trustworthy image forgery detection and localization","created":"2022-12-21","cited_by_count":130,"area":null},{"id":"2112.08935","title":"MVSS-Net: Multi-View Multi-Scale Supervised Networks for Image Manipulation Detection","created":"2021-12-16","cited_by_count":117,"area":null},{"id":"2303.10883","title":"Explicit Visual Prompting for Low-Level Structure Segmentations","created":"2023-03-20","cited_by_count":114,"area":null},{"id":"2104.06832","title":"Image Manipulation Detection by Multi-View Multi-Scale Supervision","created":"2021-04-14","cited_by_count":111,"area":null},{"id":"2312.08883","title":"EditGuard: Versatile Image Watermarking for Tamper Localization and Copyright Protection","created":"2023-12-12","cited_by_count":111,"area":null},{"id":"2108.12947","title":"Learning JPEG Compression Artifacts for Image Manipulation Detection and Localization","created":"2021-08-30","cited_by_count":78,"area":null},{"id":"2203.14681","title":"ObjectFormer for Image Manipulation Detection and Localization","created":"2022-03-28","cited_by_count":78,"area":null},{"id":"2106.14490","title":"Making Images Real Again: A Comprehensive Survey on Deep Image Composition","created":"2021-06-28","cited_by_count":63,"area":null},{"id":"2307.14863","title":"IML-ViT: Benchmarking Image Manipulation Localization by Vision Transformer","created":"2023-07-27","cited_by_count":44,"area":null},{"id":"2406.10580","title":"IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization","created":"2024-06-15","cited_by_count":42,"area":null},{"id":"2204.07756","title":"Visual Attention Methods in Deep Learning: An In-Depth Survey","created":"2022-04-16","cited_by_count":37,"area":null},{"id":"2412.13753","title":"Mesoscopic Insights: Orchestrating Multi-scale & Hybrid Architecture for Image Manipulation Localization","created":"2024-12-18","cited_by_count":35,"area":null},{"id":"2310.00234","title":"Pixel-Inconsistency Modeling for Image Manipulation Localization","created":"2023-09-30","cited_by_count":33,"area":null},{"id":"2108.03871","title":"TransForensics: Image Forgery Localization with Dense Self-Attention","created":"2021-08-09","cited_by_count":26,"area":null},{"id":"2107.02434","title":"Self-Adversarial Training incorporating Forgery Attention for Image Forgery Localization","created":"2021-07-06","cited_by_count":24,"area":null},{"id":"2309.01246","title":"Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning","created":"2023-09-03","cited_by_count":23,"area":null},{"id":"2309.14900","title":"Pre-training-free Image Manipulation Localization through Non-Mutually Exclusive Contrastive Learning","created":"2023-09-26","cited_by_count":23,"area":null},{"id":"2311.17953","title":"Rethinking Image Editing Detection in the Era of Generative AI Revolution","created":"2023-11-29","cited_by_count":21,"area":null},{"id":"2407.11566","title":"TGIF: Text-Guided Inpainting Forgery Dataset","created":"2024-07-16","cited_by_count":20,"area":null},{"id":"2210.15902","title":"Learning to Immunize Images for Tamper Localization and Self-Recovery","created":"2022-10-28","cited_by_count":19,"area":null},{"id":"2406.16531","title":"GIM: A Million-scale Benchmark for Generative Image Manipulation Detection and Localization","created":"2024-06-24","cited_by_count":19,"area":null},{"id":"2305.18476","title":"Explicit Visual Prompting for Universal Foreground Segmentations","created":"2023-05-29","cited_by_count":17,"area":null},{"id":"2409.08849","title":"DeCLIP: Decoding CLIP representations for deepfake localization","created":"2024-09-12","cited_by_count":17,"area":null},{"id":"2410.23556","title":"Language-guided Hierarchical Fine-grained Image Forgery Detection and Localization","created":"2024-10-31","cited_by_count":16,"area":null},{"id":"2104.14374","title":"Thermal Infrared Image Colorization for Nighttime Driving Scenes with Top-Down Guided Attention","created":"2021-04-29","cited_by_count":15,"area":null},{"id":"2406.13565","title":"Exploring Multi-view Pixel Contrast for General and Robust Image Forgery Localization","created":"2024-06-19","cited_by_count":15,"area":null},{"id":"2210.02182","title":"CFL-Net: Image Forgery Localization Using Contrastive Learning","created":"2022-10-04","cited_by_count":12,"area":null},{"id":"2403.18605","title":"FlexEdit: Flexible and Controllable Diffusion-based Object-centric Image Editing","created":"2024-03-27","cited_by_count":12,"area":null},{"id":"2112.04298","title":"GCA-Net : Utilizing Gated Context Attention for Improving Image Forgery Localization and Detection","created":"2021-12-08","cited_by_count":11,"area":null},{"id":"2307.16418","title":"DRAW: Defending Camera-shooted RAW against Image Manipulation","created":"2023-07-31","cited_by_count":10,"area":null},{"id":"2210.02227","title":"Comprint: Image Forgery Detection and Localization using Compression Fingerprints","created":"2022-10-05","cited_by_count":9,"area":null},{"id":"2211.15775","title":"VideoFACT: Detecting Video Forgeries Using Attention, Scene Context, and Forensic Traces","created":"2022-11-28","cited_by_count":9,"area":null},{"id":"2210.08529","title":"Towards Effective Image Manipulation Detection with Proposal Contrastive Learning","created":"2022-10-16","cited_by_count":8,"area":null},{"id":"2302.13004","title":"TBFormer: Two-Branch Transformer for Image Forgery Localization","created":"2023-02-25","cited_by_count":8,"area":null},{"id":"2311.14218","title":"A New Benchmark and Model for Challenging Image Manipulation Detection","created":"2023-11-23","cited_by_count":8,"area":null},{"id":"2410.04032","title":"ForgeryTTT: Zero-Shot Image Manipulation Localization with Test-Time Training","created":"2024-10-05","cited_by_count":8,"area":null},{"id":"2109.05788","title":"DSNet: A Dual-Stream Framework for Weakly-Supervised Gigapixel Pathology Image Analysis","created":"2021-09-13","cited_by_count":7,"area":null},{"id":"2403.12229","title":"Fusion Transformer with Object Mask Guidance for Image Forgery Analysis","created":"2024-03-18","cited_by_count":7,"area":null},{"id":"2506.20922","title":"M2SFormer: Multi-Spectral and Multi-Scale Attention with Edge-Aware Difficulty Guidance for Image Forgery Localization","created":"2025-06-26","cited_by_count":6,"area":null},{"id":"2508.07402","title":"ForensicsSAM: Toward Robust and Unified Image Forgery Detection and Localization Resisting to Adversarial Attack","created":"2025-08-10","cited_by_count":6,"area":null},{"id":"2211.03930","title":"ReLoc: A Restoration-Assisted Framework for Robust Image Tampering Localization","created":"2022-11-08","cited_by_count":5,"area":null},{"id":"2308.05264","title":"TrainFors: A Large Benchmark Training Dataset for Image Manipulation Detection and Localization","created":"2023-08-10","cited_by_count":5,"area":null},{"id":"2312.01790","title":"MMFusion: Combining Image Forensic Filters for Visual Manipulation Detection and Localization","created":"2023-12-04","cited_by_count":5,"area":null},{"id":"2303.01917","title":"Pyramid Pixel Context Adaption Network for Medical Image Classification with Supervised Contrastive Learning","created":"2023-03-03","cited_by_count":4,"area":null},{"id":"2311.08910","title":"Progressive Feedback-Enhanced Transformer for Image Forgery Localization","created":"2023-11-15","cited_by_count":4,"area":null},{"id":"2508.01338","title":"Weakly-Supervised Image Forgery Localization via Vision-Language Collaborative Reasoning Framework","created":"2025-08-02","cited_by_count":4,"area":null},{"id":"2508.03625","title":"AttZoom: Attention Zoom for Better Visual Features","created":"2025-08-05","cited_by_count":4,"area":null},{"id":"2203.07824","title":"SISL:Self-Supervised Image Signature Learning for Splicing Detection and Localization","created":"2022-03-15","cited_by_count":3,"area":null},{"id":"2401.00653","title":"PROMPT-IML: Image Manipulation Localization with Pre-trained Foundation Models Through Prompt Tuning","created":"2024-01-01","cited_by_count":3,"area":null},{"id":"2507.20186","title":"SAMwave: Wavelet-Driven Feature Enrichment for Effective Adaptation of Segment Anything Model","created":"2025-07-27","cited_by_count":3,"area":null},{"id":"2508.20987","title":"Webly-Supervised Image Manipulation Localization via Category-Aware Auto-Annotation","created":"2025-08-28","cited_by_count":3,"area":null},{"id":"2209.15368","title":"Inharmonious Region Localization by Magnifying Domain Discrepancy","created":"2022-09-30","cited_by_count":2,"area":null},{"id":"2212.05667","title":"Fighting Malicious Media Data: A Survey on Tampering Detection and Deepfake Detection","created":"2022-12-12","cited_by_count":2,"area":null},{"id":"2212.06335","title":"CAT: Learning to Collaborate Channel and Spatial Attention from Multi-Information Fusion","created":"2022-12-13","cited_by_count":2,"area":null},{"id":"2405.20892","title":"MALT: Multi-scale Action Learning Transformer for Online Action Detection","created":"2024-05-31","cited_by_count":2,"area":null},{"id":"2508.17976","title":"Propose and Rectify: A Forensics-Driven MLLM Framework for Image Manipulation Localization","created":"2025-08-25","cited_by_count":2,"area":null},{"id":"2104.12290","title":"StegaPos: Preventing Unwanted Crops and Replacements with Imperceptible Positional Embeddings","created":"2021-04-25","cited_by_count":1,"area":null},{"id":"2210.02029","title":"Inharmonious Region Localization with Auxiliary Style Feature","created":"2022-10-05","cited_by_count":1,"area":null},{"id":"2211.03140","title":"MSMG-Net: Multi-scale Multi-grained Supervised Metworks for Multi-task Image Manipulation Detection and Localization","created":"2022-11-06","cited_by_count":1,"area":null},{"id":"2212.01128","title":"A Multi-Stream Fusion Network for Image Splicing Localization","created":"2022-12-02","cited_by_count":1,"area":null},{"id":"2310.10036","title":"Evading Detection Actively: Toward Anti-Forensics against Forgery Localization","created":"2023-10-16","cited_by_count":1,"area":null},{"id":"2409.00896","title":"A Noise and Edge extraction-based dual-branch method for Shallowfake and Deepfake Localization","created":"2024-09-02","cited_by_count":1,"area":null},{"id":"2412.01622","title":"Image Forgery Localization via Guided Noise and Multi-Scale Feature Aggregation","created":"2024-11-17","cited_by_count":1,"area":null},{"id":"2506.19356","title":"WebGuard++:Interpretable Malicious URL Detection via Bidirectional Fusion of HTML Subgraphs and Multi-Scale Convolutional BERT","created":"2025-06-24","cited_by_count":1,"area":null},{"id":"2511.22237","title":"Creating Blank Canvas Against AI-enabled Image Forgery","created":"2025-11-27","cited_by_count":1,"area":null},{"id":"2512.23374","title":"NeXT-IMDL: Build Benchmark for NeXT-Generation Image Manipulation Detection & Localization","created":"2025-12-29","cited_by_count":1,"area":null},{"id":"2210.02036","title":"Inharmonious Region Localization via Recurrent Self-Reasoning","created":"2022-10-05","cited_by_count":0,"area":null},{"id":"2211.10922","title":"Auto-Focus Contrastive Learning for Image Manipulation Detection","created":"2022-11-20","cited_by_count":0,"area":null},{"id":"2212.12841","title":"TriPINet: Tripartite Progressive Integration Network for Image Manipulation Localization","created":"2022-12-25","cited_by_count":0,"area":null},{"id":"2310.06525","title":"Perceptual MAE for Image Manipulation Localization: A High-level Vision Learner Focusing on Low-level Features","created":"2023-10-10","cited_by_count":0,"area":null},{"id":"2407.03695","title":"M^3:Manipulation Mask Manufacturer for Arbitrary-Scale Super-Resolution Mask","created":"2024-07-04","cited_by_count":0,"area":null},{"id":"2408.16582","title":"FastForensics: Efficient Two-Stream Design for Real-Time Image Manipulation Detection","created":"2024-08-29","cited_by_count":0,"area":null},{"id":"2502.17862","title":"HRR: Hierarchical Retrospection Refinement for Generated Image Detection","created":"2025-02-25","cited_by_count":0,"area":null},{"id":"2509.13776","title":"Morphology-optimized Multi-Scale Fusion: Combining Local Artifacts and Mesoscopic Semantics for Deepfake Detection and Localization","created":"2025-09-17","cited_by_count":0,"area":null},{"id":"2601.13551","title":"DiffFace-Edit: A Diffusion-Based Facial Dataset for Forgery-Semantic Driven Deepfake Detection Analysis","created":"2026-01-20","cited_by_count":0,"area":null},{"id":"2604.09096","title":"Off-the-shelf Vision Models Benefit Image Manipulation Localization","created":"2026-04-10","cited_by_count":0,"area":null},{"id":"2605.20174","title":"Multi-axis Analysis of Image Manipulation Localization","created":"2026-05-19","cited_by_count":0,"area":null},{"id":"2606.21108","title":"SARIF: Segment Anything for Robust Image Forensics","created":"2026-06-19","cited_by_count":0,"area":null},{"id":"2608.20929","title":"GAP-SAM: A Global Artifact Prior for Generalizable AI-Generated Image Manipulation Localization","created":"2026-08-21","cited_by_count":0,"area":null},{"id":"2610.01778","title":"GIFTBench: Diagnosing Generalization in Image Forgery Localization and Informing Model Design","created":"2026-10-01","cited_by_count":0,"area":null}],"next_cursor":null}