Xiaowan Hu
11 papers · 2021–2026 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (22)
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Dynamic Duo
(10)
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Keyword Collector
(57)
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Trend Setter
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Century Club Β· Bronze
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Prolific Year Β· Productive
Top co-authors
Research topics
Computer Vision
(10)
Processing
(10)
Deep Learning
(8)
Architectures
(5)
Learning Types Β· Deep Learning
(5)
Machine Learning
(4)
Learning Types Β· Machine Learning
(4)
Models
(3)
Analysis
(1)
Core Methods
(1)
Generation
(1)
Optimization & Theory Β· Deep Learning
(1)
Optimization & Theory Β· Machine Learning
(1)
Keywords
image denoising
(4)
optical flow
(3)
self-supervised learning
(2)
image restoration
(2)
video deblurring
(2)
video restoration
(2)
image reconstruction
(2)
hyperspectral image
(2)
attention mechanism
(1)
adversarial training
(1)
zero-shot learning
(1)
prompt learning
(1)
video super-resolution
(1)
iterative refinement
(1)
motion estimation
(1)
latent space
(1)
diffusion model
(1)
temporal alignment
(1)
generative adversarial network
(1)
channel attention
(1)
Papers
Self-supervised Dynamic Heterogeneous Degradation Modeling for Unified Zero-Shot Image Restoration
CVPR 2026
Prompt-SID: Learning Structural Representation Prompt via Latent Diffusion for Single Image Denoising
AAAI 2025
Spatiotemporal Blind-Spot Network with Calibrated Flow Alignment for Self-Supervised Video Denoising
AAAI 2025
Coarse-to-Fine Sparse Transformer for Hyperspectral Image Reconstruction
ECCV 2022
Flow-Guided Sparse Transformer for Video Deblurring
ICML 2022
HDNet: High-Resolution Dual-Domain Learning for Spectral Compressive Imaging
CVPR 2022
Mask-Guided Spectral-Wise Transformer for Efficient Hyperspectral Image Reconstruction
CVPR 2022
Unsupervised Flow-Aligned Sequence-to-Sequence Learning for Video Restoration
ICML 2022
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training
NeurIPS 2021
Multi-Scale Selective Feedback Network with Dual Loss for Real Image Denoising
IJCAI 2021
Pseudo 3D Auto-Correlation Network for Real Image Denoising
CVPR 2021