Xiaochen Ma

According to our database, Xiaochen Ma authored at least 8 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization.

Bo Du, Xuekang Zhu, Xiaochen Ma, Chenfan Qu, Kaiwen Feng, Zhe Yang, Chi-Man Pun, Jian Liu, Jizhe Zhou

CoRR, May, 2025

M³: Manipulation Mask Manufacturer for Arbitrary-Scale Super-Resolution Mask.

Xinyu Yang, Xiaochen Ma, Xuekang Zhu, Bo Du, Lei Su, Bingkui Tong, Zeyu Lei, Jizhe Zhou

Proceedings of the Computational Visual Media - 13th International Conference, 2025

Mesoscopic Insights: Orchestrating Multi-Scale & Hybrid Architecture for Image Manipulation Localization.

Xuekang Zhu, Xiaochen Ma, Lei Su, Zhuohang Jiang, Bo Du, Xiwen Wang, Zeyu Lei, Wentao Feng, Chi-Man Pun, Jizhe Zhou

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

Can We Get Rid of Handcrafted Feature Extractors? SparseViT: Nonsemantics-Centered, Parameter-Efficient Image Manipulation Localization Through Spare-Coding Transformer.

Lei Su, Xiaochen Ma, Xuekang Zhu, Chaoqun Niu, Zeyu Lei, Jizhe Zhou

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization.

Xiaochen Ma, Xuekang Zhu, Lei Su, Bo Du, Zhuohang Jiang, Bingkui Tong, Zeyu Lei, Xinyu Yang, Chi-Man Pun, Jiancheng Lv, Jizhe Zhou

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.

Xiaochen Ma, Jizhe Zhou, Xiong Xu, Zhuohang Jiang, Chi-Man Pun

CoRR, 2023

IML-ViT: Image Manipulation Localization by Vision Transformer.

Xiaochen Ma, Bo Du, Xianggen Liu, Ahmed Y. Al Hammadi, Jizhe Zhou

CoRR, 2023

Pre-training-free Image Manipulation Localization through Non-Mutually Exclusive Contrastive Learning.

Jizhe Zhou, Xiaochen Ma, Xia Du, Ahmed Y. Al Hammadi, Wentao Feng

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023