Zongsheng Yue
11 papers · 2019–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (23) 💎 Century Club · Bronze
🔥
Unstoppable · Bronze
Venues
Top co-authors
Research topics
Machine Learning
(8)
Computer Vision
(7)
Deep Learning
(7)
Models
(7)
Processing
(6)
Artificial Intelligence
(4)
Bayesian & Probabilistic · Machine Learning
(3)
Optimization & Theory
(3)
Application Areas
(2)
Core AI
(2)
Learning Types · Deep Learning
(2)
Learning Types · Machine Learning
(2)
Analysis
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core Methods
(1)
Keywords
diffusion model
(4)
image restoration
(3)
image super-resolution
(3)
variational inference
(3)
noise modeling
(2)
generative model
(2)
rain removal
(2)
monte carlo em
(2)
bayesian framework
(2)
video generation
(1)
bayesian inference
(1)
noise estimation
(1)
markov chain
(1)
kernel estimation
(1)
denoising process
(1)
image synthesis
(1)
probabilistic model
(1)
noise schedule
(1)
video synthesis
(1)
domain adaptation
(1)
Papers
Arbitrary-steps Image Super-resolution via Diffusion Inversion
CVPR 2025
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration
ICLR 2025
Omegance: A Single Parameter for Various Granularities in Diffusion-Based Synthesis
ICCV 2025
Blind Image Deconvolution by Generative-based Kernel Prior and Initializer via Latent Encoding
ECCV 2024
ResShift: Efficient Diffusion Model for Image Super-resolution by Residual Shifting
NeurIPS 2023
Blind Image Super-Resolution With Elaborate Degradation Modeling on Noise and Kernel
CVPR 2022
From Rain Generation to Rain Removal
CVPR 2021
Learning an Explicit Weighting Scheme for Adapting Complex HSI Noise
CVPR 2021
Semi-Supervised Video Deraining With Dynamical Rain Generator
CVPR 2021
Dual Adversarial Network: Toward Real-world Noise Removal and Noise Generation
ECCV 2020
Variational Denoising Network: Toward Blind Noise Modeling and Removal
NeurIPS 2019