I-Hsiang Chen
8 papers · 2021–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(17)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Computer Vision
(5)
Deep Learning
(5)
Processing
(4)
Learning Types · Deep Learning
(3)
Machine Learning
(2)
Analysis
(2)
Models
(2)
Artificial Intelligence
(1)
Application Areas
(1)
Core AI · Computer Vision
(1)
Core AI · Artificial Intelligence
(1)
Domain-Specific
(1)
Learning Types · Machine Learning
(1)
Techniques
(1)
Keywords
image restoration
(3)
causal inference
(1)
semantic segmentation
(1)
semi-supervised learning
(1)
probabilistic modeling
(1)
domain generalization
(1)
domain adaptation
(1)
computer vision
(1)
wavelet transform
(1)
joint learning
(1)
diffusion process
(1)
hierarchical decomposition
(1)
diffusion model
(1)
image quality assessment
(1)
end-to-end learning
(1)
downstream task
(1)
feature fusion
(1)
perceptual quality
(1)
vision-language model
(1)
zero-shot generalization
(1)
Papers
Restore, Assess, Repeat: A Unified Framework for Iterative Image Restoration
CVPR 2026
RobustVisRAG: Causality-Aware Vision-Based Retrieval-Augmented Generation under Visual Degradations
CVPR 2026
Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation
ICCV 2025
UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior
CVPR 2025
Improving Point-based Crowd Counting and Localization Based on Auxiliary Point Guidance
ECCV 2024
RVSL: Robust Vehicle Similarity Learning in Real Hazy Scenes Based on Semi-Supervised Learning
ECCV 2022
SJDL-Vehicle: Semi-supervised Joint Defogging Learning for Foggy Vehicle Re-identification
AAAI 2022
ALL Snow Removed: Single Image Desnowing Algorithm Using Hierarchical Dual-Tree Complex Wavelet Representation and Contradict Channel Loss
ICCV 2021