Xiaochen Ma
5 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Taxonomy Completionist
(11)
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The Questioner
Venues
Top co-authors
Research topics
Keywords
image manipulation localization
(2)
vision transformer
(1)
image generation
(1)
feature extraction
(1)
object detection
(1)
model architecture
(1)
semantic alignment
(1)
convolutional neural network
(1)
benchmark dataset
(1)
parameter efficiency
(1)
sparse attention
(1)
robustness evaluation
(1)
multi-scale feature
(1)
hybrid architecture
(1)
subject-driven generation
(1)
attention masking
(1)
image manipulation
(1)
multi-scale representation
(1)
image manipulation detection
(1)
non-semantic feature
(1)
Papers
Scone: Bridging Composition and Distinction in Subject-Driven Image Generation via Unified Understanding-Generation Modeling
CVPR 2026
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
NeurIPS 2024
Pre-Training-Free Image Manipulation Localization through Non-Mutually Exclusive Contrastive Learning
ICCV 2023