Xiaochen Ma

14 papers A* 4Journal 9Unranked 1
YearRankTypeTitle / Venue / Authors
2026 J jnl
Can We Build a Monolithic Model for Fake Image Detection? SICA: Semantic-Induced Constrained Adaptation for Unified-Yet-Discriminative Artifact Feature Space Reconstruction.
CoRR
Bo Du, Xiaochen Ma, Xuekang Zhu, Zhe Yang, Chaogun Niu, Jian Liu, Ji-Zhe Zhou
2025 A* conf
Can We Get Rid of Handcrafted Feature Extractors? SparseViT: Nonsemantics-Centered, Parameter-Efficient Image Manipulation Localization Through Spare-Coding Transformer.
AAAI
Lei Su, Xiaochen Ma, Xuekang Zhu, Chaoqun Niu, Zeyu Lei, Ji-Zhe Zhou
2025 J jnl
ForensicHub: A Unified Benchmark & Codebase for All-Domain Fake Image Detection and Localization.
CoRR
Bo Du, Xuekang Zhu, Xiaochen Ma, Chenfan Qu, Kaiwen Feng, Zhe Yang, Chi-Man Pun, Jian Liu, Ji-Zhe Zhou
2025 — conf
M
CVM (1)
Xinyu Yang, Xiaochen Ma, Xuekang Zhu, Bo Du, Lei Su, Bingkui Tong, Zeyu Lei, Jizhe Zhou
2025 A* conf
Mesoscopic Insights: Orchestrating Multi-Scale & Hybrid Architecture for Image Manipulation Localization.
AAAI
Xuekang Zhu, Xiaochen Ma, Lei Su, Zhuohang Jiang, Bo Du, Xiwen Wang, Zeyu Lei, Wentao Feng, Chi-Man Pun, Ji-Zhe Zhou
2024 J jnl
Can We Get Rid of Handcrafted Feature Extractors? SparseViT: Nonsemantics-Centered, Parameter-Efficient Image Manipulation Localization through Spare-Coding Transformer.
CoRR
Lei Su, Xiaochen Ma, Xuekang Zhu, Chaoqun Niu, Zeyu Lei, Ji-Zhe Zhou
2024 A* conf
IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization.
NeurIPS
Xiaochen Ma, Xuekang Zhu, Lei Su, Bo Du, Zhuohang Jiang, Bingkui Tong, Zeyu Lei, Xinyu Yang, Chi-Man Pun, Jiancheng Lv, Jizhe Zhou
2024 J jnl
IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization.
CoRR
Xiaochen Ma, Xuekang Zhu, Lei Su, Bo Du, Zhuohang Jiang, Bingkui Tong, Zeyu Lei, Xinyu Yang, Chi-Man Pun, Jiancheng Lv, Jizhe Zhou
2024 J jnl
M
CoRR
Xinyu Yang, Xiaochen Ma, Xuekang Zhu, Bo Du, Lei Su, Bingkui Tong, Zeyu Lei, Jizhe Zhou
2024 J jnl
Mesoscopic Insights: Orchestrating Multi-scale & Hybrid Architecture for Image Manipulation Localization.
CoRR
Xuekang Zhu, Xiaochen Ma, Lei Su, Zhuohang Jiang, Bo Du, Xiwen Wang, Zeyu Lei, Wentao Feng, Chi-Man Pun, Jizhe Zhou
2023 J jnl
IML-ViT: Image Manipulation Localization by Vision Transformer.
CoRR
Xiaochen Ma, Bo Du, Xianggen Liu, Ahmed Y. Al Hammadi, Jizhe Zhou
2023 J jnl
Perceptual MAE for Image Manipulation Localization: A High-level Vision Learner Focusing on Low-level Features.
CoRR
Xiaochen Ma, Jizhe Zhou, Xiong Xu, Zhuohang Jiang, Chi-Man Pun
2023 A* conf
Pre-training-free Image Manipulation Localization through Non-Mutually Exclusive Contrastive Learning.
ICCV
Jizhe Zhou, Xiaochen Ma, Xia Du, Ahmed Y. Al Hammadi, Wentao Feng
2023 J jnl
Pre-training-free Image Manipulation Localization through Non-Mutually Exclusive Contrastive Learning.
CoRR
Jizhe Zhou, Xiaochen Ma, Xia Du, Ahmed Y. Al Hammadi, Wentao Feng