Syn2Real Transfer Learning for Image Deraining using Gaussian Processes

10 June 2020

Papers citing "Syn2Real Transfer Learning for Image Deraining using Gaussian Processes"

50 / 63 papers shown

Title
Channel Consistency Prior and Self-Reconstruction Strategy Based Unsupervised Image Deraining Guanglu Dong Tianheng Zheng Yuanzhouhan Cao L. Qing Chao Ren DiffM 61 0 0 24 Mar 2025
Iterative Optimal Attention and Local Model for Single Image Rain Streak Removal Xiangyu Li Wanshu Fan Yue Shen C. Wang Wei Wang X. Yang Qiang Zhang D. Zhou 58 0 0 20 Mar 2025
Revisiting the Generalization Problem of Low-level Vision Models Through the Lens of Image Deraining Jinfan Hu Zhiyuan You Jinjin Gu Kaiwen Zhu Tianfan Xue Chao Dong 50 0 0 18 Feb 2025
GP-GS: Gaussian Processes for Enhanced Gaussian Splatting Zhihao Guo Jingxuan Su Shenglin Wang Jinlong Fan J. Zhang Wei Zhou Hadi Amirpour Yunlong Zhao L. Han Peng Wang 3DGS 99 0 0 04 Feb 2025
MWFormer: Multi-Weather Image Restoration Using Degradation-Aware Transformers Ruoxi Zhu Zhengzhong Tu Jiaming Liu A. Bovik Yibo Fan ViT 72 7 0 26 Nov 2024
End-to-end Inception-Unet based Generative Adversarial Networks for Snow and Rain Removals Ibrahim Kajo Mohamed Kas Yassine Ruichek GAN 36 0 0 07 Nov 2024
A Hybrid Transformer-Mamba Network for Single Image Deraining Shangquan Sun Wenqi Ren Juxiang Zhou Jianhou Gan Rui Wang Xiaochun Cao Mamba 54 5 0 31 Aug 2024
LMT-GP: Combined Latent Mean-Teacher and Gaussian Process for Semi-supervised Low-light Image Enhancement Ye Yu Fengxin Chen Jun Yu Zhen Kan 28 4 0 29 Aug 2024
Cycle Contrastive Adversarial Learning for Unsupervised image Deraining Chen Zhao Weiling Cai Chengwei Hu Zheng Yuan GAN 40 0 0 16 Jul 2024
Restoring Images in Adverse Weather Conditions via Histogram Transformer Shangquan Sun Wenqi Ren Xinwei Gao Rui Wang Xiaochun Cao 39 20 0 14 Jul 2024
MDeRainNet: An Efficient Neural Network for Rain Streak Removal from Macro-pixel Images Tao Yan Weijiang He Chenglong Wang Xiangjie Zhu Yinghui Wang Rynson W. H. Lau 41 0 0 15 Jun 2024
Explore Internal and External Similarity for Single Image Deraining with Graph Neural Networks Cong Wang Wei Wang Chengjin Yu Jie Mu 37 2 0 02 Jun 2024
Harnessing Joint Rain-/Detail-aware Representations to Eliminate Intricate Rains Wu Ran Peirong Ma Zhiquan He Hao Ren Hong-wei Lu 45 4 0 18 Apr 2024
RainyScape: Unsupervised Rainy Scene Reconstruction using Decoupled Neural Rendering Xianqiang Lyu Hui Liu Junhui Hou 52 1 0 17 Apr 2024
Strong and Controllable Blind Image Decomposition Zeyu Zhang Junlin Han Chenhui Gou Hongdong Li Liang Zheng 41 1 0 15 Mar 2024
TRG-Net: An Interpretable and Controllable Rain Generator Zhiqian Pang Hong Wang Qi Xie Deyu Meng Zongben Xu 42 0 0 15 Mar 2024
Generalizing to Out-of-Sample Degradations via Model Reprogramming Runhua Jiang Yahong Han DiffM OODD 39 0 0 09 Mar 2024
TPSeNCE: Towards Artifact-Free Realistic Rain Generation for Deraining and Object Detection in Rain Shen Zheng Chan Lu S. Narasimhan DiffM 33 4 0 01 Nov 2023
Towards Unified Deep Image Deraining: A Survey and A New Benchmark Xiang Chen Jin-shan Pan Jiangxin Dong Jinhui Tang 39 19 0 05 Oct 2023
CCSPNet-Joint: Efficient Joint Training Method for Traffic Sign Detection Under Extreme Conditions Haoqin Hong Yue Zhou Xiangyu Shu Xianfang Hu ViT 12 3 0 13 Sep 2023
ASF-Net: Robust Video Deraining via Temporal Alignment and Online Adaptive Learning Xinwei Xue Jia He Long Ma Xiangyu Meng Wenlin Li Risheng Liu 22 1 0 02 Sep 2023
An Empirical Study of Pre-trained Model Selection for Out-of-Distribution Generalization and Calibration Hiroki Naganuma Ryuichiro Hataya Kotaro Yoshida Ioannis Mitliagkas OODD 95 1 0 17 Jul 2023
Contrastive Learning Based Recursive Dynamic Multi-Scale Network for Image Deraining Zhiying Jiang Risheng Liu Shuzhou Yang Zengxi Zhang Xin-Yue Fan 27 4 0 29 May 2023
Networks are Slacking Off: Understanding Generalization Problem in Image Deraining Jinjin Gu Xianzheng Ma Xiangtao Kong Yu Qiao Chao Dong 30 12 0 24 May 2023
Joint Depth Estimation and Mixture of Rain Removal From a Single Image Yongzhen Wang Xu Yan Yanbiao Niu Lina Gong Yanwen Guo Mingqiang Wei 30 1 0 31 Mar 2023
Learning A Sparse Transformer Network for Effective Image Deraining Xiang Chen Hao‐Ran Li Mingqiang Li Jin-shan Pan ViT 35 214 0 21 Mar 2023
ContraNeRF: Generalizable Neural Radiance Fields for Synthetic-to-real Novel View Synthesis via Contrastive Learning Hao Yang Lanqing Hong Aoxue Li Tianyang Hu Zhenguo Li G. Lee Liwei Wang 19 15 0 20 Mar 2023
NP-Match: Towards a New Probabilistic Model for Semi-Supervised Learning Jianfeng Wang Xiaolin Hu Thomas Lukasiewicz AAML BDL 36 0 0 31 Jan 2023
Unsupervised Deraining: Where Asymmetric Contrastive Learning Meets Self-similarity Yi Chang Yun Guo Yuntong Ye C. Yu Lin Zhu Xile Zhao Luxin Yan Yonghong Tian SSL 37 16 0 02 Nov 2022
TogetherNet: Bridging Image Restoration and Object Detection Together via Dynamic Enhancement Learning Yongzhen Wang Xu Yan Kaiwen Zhang Lina Gong H. Xie F. Wang Mingqiang Wei 21 29 0 03 Sep 2022
Removing Rain Streaks via Task Transfer Learning Yinglong Wang Chao Ma Jianzhuang Liu 31 2 0 28 Aug 2022
Rain Removal from Light Field Images with 4D Convolution and Multi-scale Gaussian Process Zhiqiang Yuan Jianhua Zhang Yilin Ji G. Pedersen W. Fan 28 17 0 16 Aug 2022
NP-Match: When Neural Processes meet Semi-Supervised Learning Jianfeng Wang Thomas Lukasiewicz Daniela Massiceti Xiaolin Hu Vladimir Pavlovic A. Neophytou BDL 76 41 0 03 Jul 2022
Semi-MoreGAN: A New Semi-supervised Generative Adversarial Network for Mixture of Rain Removal Yiyang Shen Yongzhen Wang Mingqiang Wei Honghua Chen H. Xie Gary Cheng F. Wang GAN 25 3 0 28 Apr 2022
Unsupervised Restoration of Weather-affected Images using Deep Gaussian Process-based CycleGAN R. Yasarla Vishwanath A. Sindagi Vishal M. Patel 40 2 0 23 Apr 2022
Detail-recovery Image Deraining via Dual Sample-augmented Contrastive Learning Yiyang Shen Ming-yue Wei Sen Deng Wenhan Yang Yongzhen Wang Xiaoping Zhang Ming Wang J. Qin OffRL 39 3 0 06 Apr 2022
Towards Robust Rain Removal Against Adversarial Attacks: A Comprehensive Benchmark Analysis and Beyond Yi Yu Wenhan Yang Yap-Peng Tan Alex C. Kot AAML 39 61 0 31 Mar 2022
Unsupervised Image Deraining: Optimization Model Driven Deep CNN Changfeng Yu Yi Chang Yi Li Xile Zhao Luxin Yan 25 29 0 25 Mar 2022
Unsupervised Deraining: Where Contrastive Learning Meets Self-similarity Yuntong Ye C. Yu Yi Chang Lin Zhu Xile Zhao Luxin Yan Yonghong Tian SSL 18 49 0 22 Mar 2022
ART-SS: An Adaptive Rejection Technique for Semi-Supervised restoration for adverse weather-affected images R. Yasarla Carey E. Priebe Vishal M. Patel 24 3 0 17 Mar 2022
Online-updated High-order Collaborative Networks for Single Image Deraining Cong Wang Jin-shan Pan Xiaomei Wu 42 23 0 14 Feb 2022
A comprehensive benchmark analysis for sand dust image reconstruction Yazhong Si Fan Yang Yanru Guo Wei Zhang Yipu Yang 34 21 0 07 Feb 2022
Memory-guided Image De-raining Using Time-Lapse Data Jaehoon Cho Seungryong Kim Kwanghoon Sohn 27 5 0 06 Jan 2022
Automated assessment of disease severity of COVID-19 using artificial intelligence with synthetic chest CT Mengqiu Liu Ying Liu Yidong Yang Aiping Liu Shana Li ... Xiaohui Qiu Yang Li Weifu Lv Peng Zhang J. Wen 13 1 0 11 Dec 2021
TRNR: Task-Driven Image Rain and Noise Removal with a Few Images Based on Patch Analysis Wu Ran Bohong Yang Peirong Ma Hong-wei Lu 21 9 0 03 Dec 2021
TransWeather: Transformer-based Restoration of Images Degraded by Adverse Weather Conditions Jeya Maria Jose Valanarasu R. Yasarla Vishal M. Patel ViT 54 276 0 29 Nov 2021
A Close Look at Few-shot Real Image Super-resolution from the Distortion Relation Perspective Xin Li Xin Jin Jun Fu Xiaoyuan Yu Bei Tong Zhibo Chen SupR 21 2 0 25 Nov 2021
ContourletNet: A Generalized Rain Removal Architecture Using Multi-Direction Hierarchical Representation Wei-Ting Chen Cheng-Che Tsai H. Fang I-Hsiang Chen Jian-Jiun Ding Sy-Yen Kuo 33 7 0 25 Nov 2021
SAPNet: Segmentation-Aware Progressive Network for Perceptual Contrastive Deraining Shen Zheng Chan Lu Yuxiong Wu Gaurav Gupta 31 30 0 17 Nov 2021
Unpaired Deep Image Deraining Using Dual Contrastive Learning Xiang Chen Jin-shan Pan Kui Jiang Yufeng Li Yufeng Huang Caihua Kong Longgang Dai Zhe-Cheng Fan SSL 11 134 0 07 Sep 2021