Xiaochen Ma
Affiliations:- Sichuan University, China
According to our database1,
Xiaochen Ma authored at least 9 papers
between 2023 and 2026.
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Bibliography
2026
Can We Build a Monolithic Model for Fake Image Detection? SICA: Semantic-Induced Constrained Adaptation for Unified-Yet-Discriminative Artifact Feature Space Reconstruction.
CoRR, February, 2026
2025
ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization.
CoRR, May, 2025
M<sup>3</sup>: Manipulation Mask Manufacturer for Arbitrary-Scale Super-Resolution Mask.
Proceedings of the Computational Visual Media - 13th International Conference, 2025
Mesoscopic Insights: Orchestrating Multi-Scale & Hybrid Architecture for Image Manipulation Localization.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025
Can We Get Rid of Handcrafted Feature Extractors? SparseViT: Nonsemantics-Centered, Parameter-Efficient Image Manipulation Localization Through Spare-Coding Transformer.
Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025
2024
IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
2023
Perceptual MAE for Image Manipulation Localization: A High-level Vision Learner Focusing on Low-level Features.
CoRR, 2023
Pre-training-free Image Manipulation Localization through Non-Mutually Exclusive Contrastive Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023