Mengwei Ren
11 papers · 2021–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π Cross-Pollinator (15) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (20) π§ Keyword Pioneer
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Conference Polyglot
(6)
π
Century Club
(11)
β‘
Prolific Year
(5)
π₯
Unstoppable
(5)
ποΈ
Keyword Collector
(60)
Conferences
CVPR (3)
ICCV (3)
NIPS (2)
AAAI (1)
ICLR (1)
WACV (1)
Top co-authors
Keywords
diffusion model
(6)
image editing
(3)
self-supervised learning
(2)
classifier-free guidance
(2)
image composition
(2)
image generation
(2)
portrait relighting
(2)
image relighting
(2)
medical imaging
(2)
medical image segmentation
(1)
lighting estimation
(1)
computer graphics
(1)
3d reconstruction
(1)
image deblurring
(1)
image reconstruction
(1)
adversarial learning
(1)
synthetic datum
(1)
image synthesis
(1)
latent space
(1)
generative model
(1)
Papers
SynthLight: Portrait Relighting with Diffusion Model by Learning to Re-render Synthetic Faces
CVPR 2025
Baking Gaussian Splatting into Diffusion Denoiser for Fast and Scalable Single-stage Image-to-3D Generation and Reconstruction
ICCV 2025
Text2Relight: Creative Portrait Relighting with Text Guidance
AAAI 2025
Learning General-purpose Biomedical Volume Representations using Randomized Synthesis
ICLR 2025
Generative Image Layer Decomposition with Visual Effects
CVPR 2025
ProxEdit: Improving Tuning-Free Real Image Editing With Proximal Guidance
WACV 2024
Relightful Harmonization: Lighting-aware Portrait Background Replacement
CVPR 2024
Multiscale Structure Guided Diffusion for Image Deblurring
ICCV 2023
Keypoint-Augmented Self-Supervised Learning for Medical Image Segmentation with Limited Annotation
NIPS 2023
Local Spatiotemporal Representation Learning for Longitudinally-consistent Neuroimage Analysis
NIPS 2022
Generative Adversarial Registration for Improved Conditional Deformable Templates
ICCV 2021