Shuyang Gu
15 papers · 2018–2026 · 3 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (20) π Academic Marathon Β· Sprint π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Bronze π£ Hot Topic Early Bird
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Keyword Pioneer
π§¬
Topic Evolution
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Dynamic Duo
(12)
π¬
Deep Specialist
(10)
π
Century Club Β· Bronze
ποΈ
Keyword Collector
(74)
π₯
Unstoppable Β· Bronze
Top co-authors
Research topics
Deep Learning
(13)
Computer Vision
(12)
Models
(11)
Generation
(10)
Machine Learning
(6)
Processing
(5)
Artificial Intelligence
(4)
Core AI Β· Artificial Intelligence
(4)
Learning Types Β· Deep Learning
(4)
Core AI Β· Computer Vision
(3)
Learning Types Β· Machine Learning
(3)
Optimization & Theory
(3)
Analysis
(1)
Application Areas
(1)
Architectures
(1)
Keywords
diffusion model
(9)
image generation
(6)
text-to-image generation
(3)
generative adversarial network
(3)
direct preference optimization
(2)
image synthesis
(2)
text-to-image synthesis
(2)
self-supervised learning
(1)
instruction following
(1)
multi-task learning
(1)
image translation
(1)
image editing
(1)
task generalization
(1)
importance sampling
(1)
computer vision
(1)
generative model
(1)
training efficiency
(1)
signal-to-noise ratio
(1)
vector quantization
(1)
semantic segmentation
(1)
Papers
PromptEnhancer: Taming Your Rewriter for Text-to-Image Generation via Fine-Grained Reward
CVPR 2026
Aesthetic Post-Training Diffusion Models from Generic Preferences with Step-by-step Preference Optimization
CVPR 2025
DesignDiffusion: High-Quality Text-to-Design Image Generation with Diffusion Models
CVPR 2025
Improved Noise Schedule for Diffusion Training
ICCV 2025
FontStudio: Shape-Adaptive Diffusion Model for Coherent and Consistent Font Effect Generation
ECCV 2024
InstructDiffusion: A Generalist Modeling Interface for Vision Tasks
CVPR 2024
Efficient Diffusion Training via Min-SNR Weighting Strategy
ICCV 2023
Paint by Example: Exemplar-Based Image Editing With Diffusion Models
CVPR 2023
RODIN: A Generative Model for Sculpting 3D Digital Avatars Using Diffusion
CVPR 2023
StyleSwin: Transformer-Based GAN for High-Resolution Image Generation
CVPR 2022
Vector Quantized Diffusion Model for Text-to-Image Synthesis
CVPR 2022
High-Fidelity and Arbitrary Face Editing
CVPR 2021
GIQA: Generated Image Quality Assessment
ECCV 2020
Mask-Guided Portrait Editing With Conditional GANs
CVPR 2019
Arbitrary Style Transfer With Deep Feature Reshuffle
CVPR 2018