Cheng Ma
7 papers · 2017–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Silver
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Taxonomy Completionist
(20)
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Hot Topic Early Bird
Top co-authors
Research topics
Computer Vision
(6)
Deep Learning
(5)
Machine Learning
(4)
Analysis
(3)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Learning Types · Deep Learning
(3)
Processing
(3)
Domain-Specific
(2)
Generation
(2)
Techniques
(2)
Artificial Intelligence
(1)
Healthcare & Medicine
(1)
Clinical
(1)
Core AI
(1)
Keywords
image restoration
(2)
self-supervised learning
(1)
perceptual quality
(1)
weakly supervised learning
(1)
image synthesis
(1)
image reconstruction
(1)
human pose estimation
(1)
iterative refinement
(1)
image super-resolution
(1)
generative model
(1)
inverse problem
(1)
convolutional neural network
(1)
generative adversarial network
(1)
3d gaussian splatting
(1)
attention mechanism
(1)
real-time rendering
(1)
virtual try-on
(1)
neural field
(1)
gradient guidance
(1)
image generation
(1)
Papers
GaussianPile: A Unified Sparse Gaussian Splatting Framework for Slice-based Volumetric Reconstruction
CVPR 2026
Coordinate-based Speed of Sound Recovery for Aberration-Corrected Photoacoustic Computed Tomography
ICCV 2025
Learning Series-Parallel Lookup Tables for Efficient Image Super-Resolution
ECCV 2022
Weakly Supervised High-Fidelity Clothing Model Generation
CVPR 2022
Deep Face Super-Resolution With Iterative Collaboration Between Attentive Recovery and Landmark Estimation
CVPR 2020
Structure-Preserving Super Resolution With Gradient Guidance
CVPR 2020
Multi-Context Attention for Human Pose Estimation
CVPR 2017