Shuangping Huang
11 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (26) π Century Club Β· Bronze π Renaissance Researcher (5)
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Deep Learning
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Generation
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Learning Types Β· Machine Learning
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Natural Language Processing
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diffusion model
(2)
handwriting generation
(2)
continual learning
(1)
image segmentation
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image generation
(1)
anomaly detection
(1)
visual question answering
(1)
semantic correlation
(1)
face animation
(1)
speech recognition
(1)
autonomous driving
(1)
facial animation
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depth estimation
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confidence calibration
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label smoothing
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video generation
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catastrophic forgetting
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semantic embedding
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3d gaussian splatting
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contrastive learning
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Papers
Towards Human-Like Robot Handwriting via Contour-Aware Generation
CVPR 2026
VDE: Training-Free Accelerating Rectified Flow Model via Velocity Decomposition and Estimation
CVPR 2026
Beyond Isolated Words: Diffusion Brush for Handwritten Text-Line Generation
ICCV 2025
Monocular and Generalizable Gaussian Talking Head Animation
CVPR 2025
MPDrive: Improving Spatial Understanding with Marker-Based Prompt Learning for Autonomous Driving
CVPR 2025
ReplayCAD: Generative Diffusion Replay for Continual Anomaly Detection
IJCAI 2025
Diffusion-Driven Data Replay: A Novel Approach to Combat Forgetting in Federated Class Continual Learning
ECCV 2024
KMTalk: Speech-Driven 3D Facial Animation with Key Motion Embedding
ECCV 2024
One-Shot Diffusion Mimicker for Handwritten Text Generation
ECCV 2024
Disentangling Writer and Character Styles for Handwriting Generation
CVPR 2023
Perception and Semantic Aware Regularization for Sequential Confidence Calibration
CVPR 2023