Xiaochen Ma
4 papers · 2023–2025 · 3 conferences · across top CS/AI conferences
Achievements
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🌍
Conference Polyglot
(3)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
🐝
Cross-Pollinator
(15)
❓
The Questioner
Conferences
AAAI (2)
ICCV (1)
NIPS (1)
Top co-authors
Keywords
image manipulation localization
(2)
vision transformer
(1)
feature extraction
(1)
object detection
(1)
model architecture
(1)
convolutional neural network
(1)
benchmark dataset
(1)
parameter efficiency
(1)
sparse attention
(1)
robustness evaluation
(1)
multi-scale feature
(1)
hybrid architecture
(1)
image manipulation
(1)
multi-scale representation
(1)
image manipulation detection
(1)
non-semantic feature
(1)
tampering detection
(1)
non-mutually exclusive
(1)
contrastive learning
(1)
mesoscopic representation
(1)
Papers
Can We Get Rid of Handcrafted Feature Extractors? SparseViT: Nonsemantics-Centered, Parameter-Efficient Image Manipulation Localization Through Spare-Coding Transformer
AAAI 2025
Mesoscopic Insights: Orchestrating Multi-Scale & Hybrid Architecture for Image Manipulation Localization
AAAI 2025
IMDL-BenCo: A Comprehensive Benchmark and Codebase for Image Manipulation Detection & Localization
NIPS 2024
Pre-Training-Free Image Manipulation Localization through Non-Mutually Exclusive Contrastive Learning
ICCV 2023