Multi-scale Attentive Residual Dense Network for Single Image Rain Removal. - Xiang Chen 015; Yufeng Huang; Lei Xu (ACCV (2), 2020)

Multi-Scale Hourglass Hierarchical Fusion Network for Single Image Deraining. - Xiang Chen 015; Yufeng Huang; Lei Xu (CVPR Workshops, 2021)

Single Remote Sensing Image Dehazing Using a Dual-Step Cascaded Residual Dense Network. - Yufeng Huang; Xiang Chen 015 (ICIP, 2021)

Unpaired Adversarial Learning for Single Image Deraining with Rain-Space Contrastive Constraints. - Xiang Chen 015; Jinshan Pan; Kui Jiang; Yufeng Huang; Caihua Kong; Longgang Dai; Yufeng Li 001 (CoRR, 2021)

A Coarse-to-Fine Two-Stage Attentive Network for Haze Removal of Remote Sensing Images. - Yufeng Li 001; Xiang Chen 015 (IEEE Geosci. Remote. Sens. Lett., 2021)

Unpaired Deep Image Deraining Using Dual Contrastive Learning. - Xiang Chen 015; Jinshan Pan; Kui Jiang; Yufeng Li 001; Yufeng Huang; Caihua Kong; Longgang Dai; Zhentao Fan (CVPR, 2022)

TARDet: Two-stage Anchor-free Rotating Object Detector in Aerial Images. - Longgang Dai; Hongming Chen 004; Yufeng Li 001; Caihua Kong; Zhentao Fan; Jiyang Lu; Xiang Chen 015 (CVPR Workshops, 2022)

Deep Scale-space Mining Network for Single Image Deraining. - Pengpeng Li 001; Jiyu Jin; Guiyue Jin; Lei Fan 004; Xiao Gao; Tianyu Song 003; Xiang Chen 015 (CVPR Workshops, 2022)

Unpaired Deep Image Dehazing Using Contrastive Disentanglement Learning. - Xiang Chen 015; Zhentao Fan; Pengpeng Li 001; Longgang Dai; Caihua Kong; Zhuoran Zheng; Yufeng Huang; Yufeng Li 001 (ECCV (17), 2022)

MIPI 2022 Challenge on Under-Display Camera Image Restoration: Methods and Results. - Ruicheng Feng; Chongyi Li; Shangchen Zhou; Wenxiu Sun; Qingpeng Zhu; Jun Jiang; Qingyu Yang; Chen Change Loy; Jinwei Gu; Yurui Zhu; Xi Wang; Xueyang Fu; et al. (ECCV Workshops (5), 2022)

HD-Net: Hierarchical Distillation Network for High-Efficiency Single Image Deraining. - Kejian Hu; Zhichen Zhang; Xiaowen Cai; Xiang Chen 015; Nanfeng Jiang; Yu Zhou 048; Tiesong Zhao (MMSP, 2022)

Memory-Oriented Unpaired Learning for Single Remote Sensing Image Dehazing. - Xiang Chen 015; Yufeng Huang (IEEE Geosci. Remote. Sens. Lett., 2022)

Hybrid High-Resolution Learning for Single Remote Sensing Satellite Image Dehazing. - Xiang Chen 015; Yufeng Li 001; Longgang Dai; Caihua Kong (IEEE Geosci. Remote. Sens. Lett., 2022)

Single-Stage Detector With Dual Feature Alignment for Remote Sensing Object Detection. - Yufeng Li 001; Caihua Kong; Longgang Dai; Xiang Chen 015 (IEEE Geosci. Remote. Sens. Lett., 2022)

A deep hourglass-structured fusion model for efficient single image dehazing. - Yufeng Li 001; Xiang Chen 015; Caihua Kong; Longgang Dai; Yufeng Huang (Multim. Tools Appl., 2022)

Unpaired Image Dehazing With Physical-Guided Restoration and Depth-Guided Refinement. - Xiang Chen 015; Yufeng Li 001; Caihua Kong; Longgang Dai (IEEE Signal Process. Lett., 2022)

TAO-Net: Task-Adaptive Operation Network for Image Restoration and Enhancement. - Yufeng Li 001; Zhentao Fan; Jiyang Lu; Xiang Chen 015 (IEEE Signal Process. Lett., 2022)

Hybrid CNN-Transformer Feature Fusion for Single Image Deraining. - Xiang Chen 015; Jinshan Pan; Jiyang Lu; Zhentao Fan; Hao Li 058 (AAAI, 2023)

Learning A Sparse Transformer Network for Effective Image Deraining. - Xiang Chen 015; Hao Li 058; Mingqiang Li; Jinshan Pan (CVPR, 2023)

Learning to See in Nighttime Driving Scenes with Inter-frequency Priors. - Zhentao Fan; Xianhao Wu; Xiang Chen 015; Yufeng Li 001 (CVPR Workshops, 2023)

Dilated Convolutional Transformer for High-Quality Image Deraining. - Yufeng Li 001; Jiyang Lu; Hongming Chen 004; Xianhao Wu; Xiang Chen 015 (CVPR Workshops, 2023)

Image Deraining Transformer with Sparsity and Frequency Guidance. - Tianyu Song 003; Pengpeng Li 001; Guiyue Jin; Jiyu Jin; Shumin Fan; Xiang Chen 015 (ICME, 2023)

Focus on local: transmission line defect detection via feature refinement. - Yufeng Li 001; Longgang Dai; Hongxia Ni; Caihua Kong; Xiang Chen 015 (Signal Image Video Process., 2023)

Rethinking Multi-Scale Representations in Deep Deraining Transformer. - Hongming Chen 004; Xiang Chen 015; Jiyang Lu; Yufeng Li 001 (AAAI, 2024)

Bidirectional Multi-Scale Implicit Neural Representations for Image Deraining. - Xiang Chen 015; Jinshan Pan; Jiangxin Dong (CVPR, 2024)

NTIRE 2024 Dense and Non-Homogeneous Dehazing Challenge Report. - Codruta O. Ancuti; Cosmin Ancuti; Florin-Alexandru Vasluianu; Radu Timofte; Yidi Liu; Xingbo Wang; Yurui Zhu; Gege Shi; Xin Lu 006; Xueyang Fu; Zheng-Jun Zha; Wei Dong 010; et al. (CVPR Workshops, 2024)

UAV-Rain1k: A Benchmark for Raindrop Removal from UAV Aerial Imagery. - Wenhui Chang; Hongming Chen 004; Xin He; Xiang Chen 015; Liangduo Shen (CVPR Workshops, 2024)

NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results. - Xiaoning Liu 003; Zongwei Wu; Ao Li 007; Florin-Alexandru Vasluianu; Yulun Zhang 001; Shuhang Gu; Le Zhang 001; Ce Zhu; Radu Timofte; Zhi Jin; Hongjun Wu; Chenxi Wang; et al. (CVPR Workshops, 2024)

Learning a Spiking Neural Network for Efficient Image Deraining. - Tianyu Song 003; Guiyue Jin; Pengpeng Li 001; Kui Jiang; Xiang Chen 015; Jiyu Jin (IJCAI, 2024)

Collaborative Feedback Discriminative Propagation for Video Super-Resolution. - Hao Li 058; Xiang Chen 015; Jiangxin Dong; Jinhui Tang 001; Jinshan Pan (CoRR, 2024)

NTIRE 2024 Challenge on Low Light Image Enhancement: Methods and Results. - Xiaoning Liu 003; Zongwei Wu; Ao Li 007; Florin-Alexandru Vasluianu; Yulun Zhang 001; Shuhang Gu; Le Zhang 001; Ce Zhu; Radu Timofte; Zhi Jin; Hongjun Wu; Chenxi Wang; et al. (CoRR, 2024)

RSDehamba: Lightweight Vision Mamba for Remote Sensing Satellite Image Dehazing. - Huiling Zhou; Xianhao Wu; Hongming Chen 004; Xiang Chen 015; Xin He (CoRR, 2024)

Towards Ultra-High-Definition Image Deraining: A Benchmark and An Efficient Method. - Hongming Chen 004; Xiang Chen 015; Chen Wu 006; Zhuoran Zheng; Jinshan Pan; Xianping Fu (CoRR, 2024)

Technique Report of CVPR 2024 PBDL Challenges. - Ying Fu 001; Yu Li 003; Shaodi You; Boxin Shi; Jose Alvarez; Coert Van Gemeren; Linwei Chen; Yunhao Zou; Zichun Wang; Yichen Li; Yuze Han; Yingkai Zhang; et al. (CoRR, 2024)

FoundIR: Unleashing Million-scale Training Data to Advance Foundation Models for Image Restoration. - Hao Li 058; Xiang Chen 015; Jiangxin Dong; Jinhui Tang 001; Jinshan Pan (CoRR, 2024)

Depth-Centric Dehazing and Depth-Estimation from Real-World Hazy Driving Video. - Junkai Fan; Kun Wang 042; Zhiqiang Yan 001; Xiang Chen 015; Shangbing Gao; Jun Li 027; Jian Yang 003 (AAAI, 2025)

DeRainGS: Gaussian Splatting for Enhanced Scene Reconstruction in Rainy Environments. - Shuhong Liu; Xiang Chen 015; Hongming Chen 004; Quanfeng Xu; Mingrui Li (AAAI, 2025)

Multi-scale transformer with conditioned prompt for image deraining. - Xianhao Wu; Hongming Chen 004; Xiang Chen 015; Guili Xu (Digit. Signal Process., 2025)

K-Buffers: A Plug-in Method for Enhancing Neural Fields with Multiple Buffers. - Haofan Ren; Zunjie Zhu; Xiang Chen 015; Ming Lu; Rongfeng Lu; Chenggang Yan 001 (CoRR, 2025)

Towards Unified Deep Image Deraining: A Survey and a New Benchmark. - Xiang Chen 015; Jinshan Pan; Jiangxin Dong; Jinhui Tang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)