Naishan Zheng
12 papers · 2022–2025 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (24) π€ Dynamic Duo (11)
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Venues
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Research topics
Deep Learning
(9)
Machine Learning
(8)
Computer Vision
(7)
Processing
(7)
Learning Types Β· Deep Learning
(5)
Core Methods
(4)
Application Areas
(3)
Architectures
(3)
Models
(3)
Techniques
(3)
Learning Types Β· Machine Learning
(2)
Analysis
(1)
Core AI
(1)
Optimization & Theory Β· Deep Learning
(1)
Optimization & Theory Β· Machine Learning
(1)
Keywords
image restoration
(6)
low-light image enhancement
(3)
image fusion
(3)
feature representation
(2)
image denoising
(2)
image super-resolution
(2)
fourier transform
(2)
deep unfolding
(2)
multimodal learning
(1)
autoregressive generation
(1)
neural network optimization
(1)
proximal operator
(1)
deep learning
(1)
visual recognition
(1)
hierarchical network
(1)
video restoration
(1)
image deblurring
(1)
generative model
(1)
channel attention
(1)
self-supervised learning
(1)
Papers
Navigating Image Restoration with VAR's Distribution Alignment Prior
CVPR 2025
Probing Synergistic High-Order Interaction in Infrared and Visible Image Fusion
CVPR 2024
Revisiting Spatial-Frequency Information Integration from a Hierarchical Perspective for Panchromatic and Multi-Spectral Image Fusion
CVPR 2024
Empowering Low-Light Image Enhancer through Customized Learnable Priors
ICCV 2023
Exploring Temporal Frequency Spectrum in Deep Video Deblurring
ICCV 2023
FouriDown: Factoring Down-Sampling into Shuffling and Superposing
NeurIPS 2023
Learned Image Reasoning Prior Penetrates Deep Unfolding Network for Panchromatic and Multi-spectral Image Fusion
ICCV 2023
Learning Sample Relationship for Exposure Correction
CVPR 2023
Learning Semantic Degradation-Aware Guidance for Recognition-Driven Unsupervised Low-Light Image Enhancement
AAAI 2023
Rubik's Cube: High-Order Channel Interactions with a Hierarchical Receptive Field
NeurIPS 2023
Training Your Image Restoration Network Better with Random Weight Network as Optimization Function
NeurIPS 2023
Frequency and Spatial Dual Guidance for Image Dehazing
ECCV 2022