{"total":34,"rows":[{"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":"2506.00979","title":"Ivy-Fake: A Unified Explainable Framework and Benchmark for Image and Video AIGC Detection","created":"2025-06-01","cited_by_count":34,"area":null},{"id":"2412.14598","title":"Can We Get Rid of Handcrafted Feature Extractors? SparseViT: Nonsemantics-Centered, Parameter-Efficient Image Manipulation Localization through Spare-Coding Transformer","created":"2024-12-19","cited_by_count":29,"area":null},{"id":"2505.11003","title":"ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization","created":"2025-05-16","cited_by_count":22,"area":null},{"id":"2504.11922","title":"Zooming In on Fakes: A Novel Dataset for Localized AI-Generated Image Detection with Forgery Amplification Approach","created":"2025-04-16","cited_by_count":17,"area":null},{"id":"2603.19929","title":"RAM: Recover Any 3D Human Motion in-the-Wild","created":"2026-03-20","cited_by_count":12,"area":null},{"id":"2605.14091","title":"Venus-DeFakerOne: Unified Fake Image Detection & Localization","created":"2026-05-13","cited_by_count":8,"area":null},{"id":"2408.02306","title":"Mixture-of-Noises Enhanced Forgery-Aware Predictor for Multi-Face Manipulation Detection and Localization","created":"2024-08-05","cited_by_count":7,"area":null},{"id":"2411.14823","title":"Omni-IML: Towards Unified Image Manipulation Localization","created":"2024-11-22","cited_by_count":7,"area":null},{"id":"2507.13018","title":"Beyond Fully Supervised Pixel Annotations: Scribble-Driven Weakly-Supervised Framework for Image Manipulation Localization","created":"2025-07-17","cited_by_count":3,"area":null},{"id":"2509.20006","title":"Revisiting Image Manipulation Localization under Realistic Manipulation Scenarios","created":"2025-09-24","cited_by_count":3,"area":null},{"id":"2511.20354","title":"GS-Checker: Tampering Localization for 3D Gaussian Splatting","created":"2025-11-25","cited_by_count":3,"area":null},{"id":"2602.06676","title":"Can We Build a Monolithic Model for Fake Image Detection? SICA: Semantic-Induced Constrained Adaptation for Unified-Yet-Discriminative Artifact Feature Space Reconstruction","created":"2026-02-06","cited_by_count":3,"area":null},{"id":"2511.20359","title":"From Passive Perception to Active Memory: A Weakly Supervised Image Manipulation Localization Framework Driven by Coarse-Grained Annotations","created":"2025-11-25","cited_by_count":2,"area":null},{"id":"2410.21861","title":"HRGR: Enhancing Image Manipulation Detection via Hierarchical Region-aware Graph Reasoning","created":"2024-10-29","cited_by_count":1,"area":null},{"id":"2508.07216","title":"Bridging Semantic Logic Gaps: A Cognition Inspired Multimodal Boundary Preserving Network for Image Manipulation Localization","created":"2025-08-10","cited_by_count":1,"area":null},{"id":"2604.07101","title":"SurFITR: A Dataset for Surveillance Image Forgery Detection and Localisation","created":"2026-04-08","cited_by_count":1,"area":null},{"id":"2606.04545","title":"Impostor: An Agent-Curated Benchmark for Realistic AIGC Manipulation Localization","created":"2026-06-03","cited_by_count":1,"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":"2508.09459","title":"RelayFormer: A Unified Local-Global Attention Framework for Scalable Image and Video Manipulation Localization","created":"2025-08-13","cited_by_count":0,"area":null},{"id":"2509.08583","title":"EfficientIML: Efficient High-Resolution Image Manipulation Localization","created":"2025-09-10","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":"2604.14703","title":"The Courtroom Trial of Pixels: Robust Image Manipulation Localization via Adversarial Evidence and Reinforcement Learning Judgment","created":"2026-04-16","cited_by_count":0,"area":null},{"id":"2604.16083","title":"DINOv3 Beats Specialized Detectors: A Simple Foundation Model Baseline for Image Forensics","created":"2026-04-17","cited_by_count":0,"area":null},{"id":"2605.12002","title":"EDGER: EDge-Guided with HEatmap Refinement for Generalizable Image Forgery Localization","created":"2026-05-12","cited_by_count":0,"area":null},{"id":"2605.19688","title":"DocQT: Improving Document Forgery Localization Robustness via Diverse JPEG Quantization Tables","created":"2026-05-19","cited_by_count":0,"area":null},{"id":"2605.27924","title":"SIGMA: Semantic-Difference Instruction-Grounding Mask Annotator for Text-Driven Image Manipulation Localization","created":"2026-05-27","cited_by_count":0,"area":null},{"id":"2607.18040","title":"When 2D Cues Fail: Improving Image Manipulation Localization with Reliable 3D Geometry","created":"2026-07-20","cited_by_count":0,"area":null},{"id":"2607.26121","title":"Towards Trustworthy Embodied Intelligence: A Systems Framework and Graded Trustworthiness Levels","created":"2026-07-28","cited_by_count":0,"area":null},{"id":"2607.26232","title":"BG-REAL: A Public Real-Data Anchored Benchmark for Background Manipulation Detection and Localization","created":"2026-07-28","cited_by_count":0,"area":null},{"id":"2608.05258","title":"Grad-CAM for Vision Transformers: A Systematic Taxonomy and Audit of Methodological Ambiguity in Explainable AI","created":"2026-08-05","cited_by_count":0,"area":null},{"id":"2609.36145","title":"From Sharp Eyes to Expert Mind: Internalizing Expert Knowledge in MLLMs for Tampered Text Detection","created":"2026-09-28","cited_by_count":0,"area":null},{"id":"2609.36882","title":"Less Supervision, Better Generalization: Weakly Supervised Fake Region Localization in Diffusion-Edited Images","created":"2026-09-29","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}