Zhihao Xia
15 papers · 2019–2025 · 5 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· Silver πΊοΈ Taxonomy Completionist (35)
ποΈ
Keyword Collector
(98)
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Trend Setter
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Century Club Β· Bronze
π₯
Unstoppable Β· Bronze
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Conference Pioneer
Venues
Top co-authors
Research topics
Computer Vision
(15)
Processing
(12)
Deep Learning
(9)
Machine Learning
(8)
Learning Types Β· Machine Learning
(6)
Learning Types Β· Deep Learning
(6)
Analysis
(4)
Generation
(4)
Artificial Intelligence
(3)
Architectures
(3)
Models
(3)
Computer Science
(2)
Application Areas
(2)
Applications
(2)
Core AI
(2)
Keywords
image restoration
(4)
image denoising
(3)
neural network
(3)
depth estimation
(3)
diffusion model
(3)
identity preservation
(2)
image generation
(2)
monocular depth estimation
(1)
constrained generation
(1)
domain adaptation
(1)
self-supervised learning
(1)
sampling strategy
(1)
variational inference
(1)
surface normal estimation
(1)
compressive sensing
(1)
image-to-image translation
(1)
image harmonization
(1)
multi-frame processing
(1)
probability distribution
(1)
blind deconvolution
(1)
Papers
Classic Video Denoising in a Machine Learning World: Robust, Fast, and Controllable
CVPR 2025
Instruction-based Image Manipulation by Watching How Things Move
CVPR 2025
LEDiff: Latent Exposure Diffusion for HDR Generation
CVPR 2025
Explorative Inbetweening of Time and Space
ECCV 2024
Restoration by Generation with Constrained Priors
CVPR 2024
DiffusionRig: Learning Personalized Priors for Facial Appearance Editing
CVPR 2023
Self-Supervised Burst Super-Resolution
ICCV 2023
Semi-Supervised Parametric Real-World Image Harmonization
CVPR 2023
The Implicit Values of a Good Hand Shake: Handheld Multi-Frame Neural Depth Refinement
CVPR 2022
A Dark Flash Normal Camera
ICCV 2021
Deep Denoising of Flash and No-Flash Pairs for Photography in Low-Light Environments
CVPR 2021
Basis Prediction Networks for Effective Burst Denoising With Large Kernels
CVPR 2020
Generating and Exploiting Probabilistic Monocular Depth Estimates
CVPR 2020
Identifying Recurring Patterns with Deep Neural Networks for Natural Image Denoising
WACV 2020
Training Image Estimators without Image Ground Truth
NeurIPS 2019