Hongwei Yong
9 papers · 2016–2023 · 4 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (15) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Bronze
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Unstoppable · Bronze
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Trend Setter
Venues
Top co-authors
Research topics
Machine Learning
(4)
Computer Vision
(3)
Deep Learning
(3)
Processing
(3)
Optimization & Theory · Machine Learning
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Architectures
(1)
Core AI · Artificial Intelligence
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Domain-Specific
(1)
Learning Types
(1)
Models
(1)
Optimization & Theory · Deep Learning
(1)
Keywords
dictionary learning
(1)
statistical learning
(1)
variational inference
(1)
image restoration
(1)
matrix factorization
(1)
sparse coding
(1)
neural network optimization
(1)
cross-modal representation
(1)
image denoising
(1)
image registration
(1)
bayesian framework
(1)
performance evaluation
(1)
adaptive learning rate
(1)
generative model
(1)
regret bound
(1)
convolutional neural network
(1)
image quality assessment
(1)
laplacian pyramid
(1)
noise estimation
(1)
kernel prediction network
(1)
Papers
A General Regret Bound of Preconditioned Gradient Method for DNN Training
CVPR 2023
An Embedded Feature Whitening Approach to Deep Neural Network Optimization
ECCV 2022
Unfolded Deep Kernel Estimation for Blind Image Super-Resolution
ECCV 2022
Deep Convolutional Dictionary Learning for Image Denoising
CVPR 2021
Gradient Centralization: A New Optimization Technique for Deep Neural Networks
ECCV 2020
Momentum Batch Normalization for Deep Learning with Small Batch Size
ECCV 2020
Toward Real-World Single Image Super-Resolution: A New Benchmark and a New Model
ICCV 2019
Variational Denoising Network: Toward Blind Noise Modeling and Removal
NeurIPS 2019
Group MAD Competition - A New Methodology to Compare Objective Image Quality Models
CVPR 2016