Publication & Project

Unified Image Quality Assessment and Restoration Model

I-Hsiang Chen, et al. (First author)

Submitted and under review (double-blind)

Robust Vision-based Retrieval-Augmented Generation 

I-Hsiang Chen, et al. (First author)

Submitted and under review (double-blind)

Exploring Probabilistic Modeling Beyond Domain Generalization for Semantic Segmentation

I-Hsiang Chen, et al. (First author)

Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV), 2025 

[Project] [Paper]

UniRestore: Unified Perceptual and Task-Oriented Image Restoration Model Using Diffusion Prior

I-Hsiang Chen, et al. (First author)

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR Highlight), 2025 

[Project] [Paper]

Improving Point-based Crowd Counting and Localization Based on Auxiliary Point Guidance

I-Hsiang Chen, et al. (First author)

Proceedings of the European Conference on Computer Vision (ECCV), 2024

[Project] [Paper]

Semantic Guidance Learning for High-Resolution Non-Homogeneous Dehazing

I-Hsiang Chen,  et al. (co-author)

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023

[Paper]

TSRFormer: Transformer based two-stage refinement for single image shadow removal

I., Chen, et al. (co-author)

In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2023

[Paper]

RVSL: Robust Vehicle Similarity Learning in Real Hazy Scenes Based on Semi-supervised Learning

I-Hsiang Chen, et al. (first-author)

Proceedings of the European Conference on Computer Vision (ECCV), 2022

[Project] [Paper] [Dataset]

SJDL-Vehicle: Semi-supervised Joint Defogging Learning for Foggy Vehicle Re-identification

I-Hsiang Chen, et al. (first-author) 

Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), 2022

[Project] [Paper] [Dataset]

ALL Snow Removed: Single Image Desnowing Algorithm Using Hierarchical Dual-tree Complex Wavelet Representation and Contradict Channel Loss

I-Hsiang Chen, et al. (co-author)

IEEE International Conference on Computer Vision (ICCV), 2021

[Project] [Paper] [Dataset]

DesmokeNet: A Two-stage Smoke Removal Pipeline Based on Self-Attentive Feature Consensus and Multi-Level Contrastive Regularization

I-Hsiang Chen, et al. (co-author)

IEEE Transaction on Circuits and Systems for Video Technology

[Project] [Paper] 

ContourletNet: A Generalized Rain Removal Architecture Using Multi-Direction Representation and Hierarchical Decomposition

I-Hsiang Chen, et al. (co-author)

British Machine Vision Conference (BMVC), 2021

[Project] [Paper] 

Missing Recovery: Single Image Reflection Removal based on Auxiliary Prior Learning

I-Hsiang Chen, et al. (co-author)

IEEE Transactions on Image Processing

[Paper]