Mengfei Xia
5 papers · 2023–2025 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
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Hot Topic Early Bird
Top co-authors
Research topics
Deep Learning
(4)
Models
(4)
Computer Vision
(3)
Generation
(3)
Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Core AI
(1)
Core Methods
(1)
Learning Types · Machine Learning
(1)
Learning Types · Deep Learning
(1)
Optimization & Theory · Machine Learning
(1)
Keywords
diffusion model
(3)
image generation
(2)
image editing
(1)
neural network optimization
(1)
closed-form solution
(1)
score matching
(1)
generative model
(1)
score function
(1)
latent space
(1)
generative adversarial network
(1)
classifier-free guidance
(1)
sampling method
(1)
inference acceleration
(1)
model acceleration
(1)
inference speed
(1)
semantic editing
(1)
inference speedup
(1)
denoising step
(1)
semantic manipulation
(1)
semantic disentanglement
(1)
Papers
Rectified Diffusion Guidance for Conditional Generation
CVPR 2025
Exploring Guided Sampling of Conditional GANs
ECCV 2024
SMaRt: Improving GANs with Score Matching Regularity
ICML 2024
Towards More Accurate Diffusion Model Acceleration with A Timestep Tuner
CVPR 2024
FEditNet: Few-Shot Editing of Latent Semantics in GAN Spaces
AAAI 2023