Chengyu Fang
7 papers · 2024–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Computer Vision
(6)
Deep Learning
(5)
Processing
(5)
Machine Learning
(4)
Learning Types · Machine Learning
(3)
Models
(3)
Architectures
(2)
Generation
(2)
Learning Types · Deep Learning
(2)
Artificial Intelligence
(1)
Computer Science
(1)
Healthcare & Medicine
(1)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Keywords
image restoration
(4)
text-to-image generation
(2)
diffusion model
(2)
image dehazing
(1)
image editing
(1)
pseudo labeling
(1)
reinforcement learning from human feedback
(1)
sparsity
(1)
reward hacking
(1)
image quality assessment
(1)
perceptual quality
(1)
latent diffusion
(1)
retinex theory
(1)
low-light enhancement
(1)
cross-attention mechanism
(1)
generative diversity
(1)
defocus deblurring
(1)
neural network
(1)
microscopy imaging
(1)
codebook prior
(1)
Papers
Beyond Ground-Truth: Leveraging Image Quality Priors for Real-World Image Restoration
CVPR 2026
Taming Preference Mode Collapse via Directional Decoupling Alignment in Diffusion Reinforcement Learning
CVPR 2026
InstantSwap: Fast Customized Concept Swapping across Sharp Shape Differences
ICLR 2025
Reti-Diff: Illumination Degradation Image Restoration with Retinex-based Latent Diffusion Model
ICLR 2025
RUN: Reversible Unfolding Network for Concealed Object Segmentation
ICML 2025
A Unified Framework for Microscopy Defocus Deblur with Multi-Pyramid Transformer and Contrastive Learning
CVPR 2024
Real-world Image Dehazing with Coherence-based Pseudo Labeling and Cooperative Unfolding Network
NeurIPS 2024