Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization

26 February 2020

Papers citing "Transfer Learning from Synthetic to Real-Noise Denoising with Adaptive Instance Normalization"

24 / 24 papers shown

Title
Denoising as Adaptation: Noise-Space Domain Adaptation for Image Restoration Kang Liao Zongsheng Yue Zhouxia Wang Chen Change Loy 62 3 0 20 Feb 2025
Realistic Noise Synthesis with Diffusion Models Qi Wu Mingyan Han Ting Jiang Chengzhi Jiang B. Zeng Man Jiang Haoqiang Fan Shuaicheng Liu DiffM 75 1 0 03 Jan 2025
Heterogeneous window transformer for image denoising Chunwei Tian Menghua Zheng Chia-Wen Lin Zhiwu Li David C. Zhang ViT 19 13 0 08 Jul 2024
Empowering Image Recovery_ A Multi-Attention Approach Juan Wen Yawei Li Chao Zhang Weiyan Hou Radu Timofte Luc Van Gool 35 0 0 06 Apr 2024
IPT-V2: Efficient Image Processing Transformer using Hierarchical Attentions Zhijun Tu Kunpeng Du Hanting Chen Hai-lin Wang Wei Li Jie Hu Yunhe Wang ViT 31 4 0 31 Mar 2024
Boosting Neural Representations for Videos with a Conditional Decoder Xinjie Zhang Ren Yang Dailan He Xingtong Ge Tongda Xu Yan Wang Hongwei Qin Jun Zhang 24 15 0 28 Feb 2024
Unsupervised Image Denoising in Real-World Scenarios via Self-Collaboration Parallel Generative Adversarial Branches X. Lin Chao Ren Xiao Liu Jie Huang Yinjie Lei 14 22 0 13 Aug 2023
Random Sub-Samples Generation for Self-Supervised Real Image Denoising Yizhong Pan Xiao Liu Xiangyu Liao Yuanzhouhan Cao Chao Ren DiffM 17 24 0 31 Jul 2023
Multi-scale Adaptive Fusion Network for Hyperspectral Image Denoising Haodong Pan Feng Gao Junyu Dong Q. Du 15 11 0 19 Apr 2023
Self-Supervised Image Denoising for Real-World Images with Context-aware Transformer Dan Zhang Fangfang Zhou ViT 20 54 0 04 Apr 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 22 11 0 30 Mar 2023
D2HNet: Joint Denoising and Deblurring with Hierarchical Network for Robust Night Image Restoration Yuzhi Zhao Yongzhe Xu Qiong Yan Dingdong Yang Xuehui Wang L. Po 3DV 17 17 0 07 Jul 2022
Variational Deep Image Restoration Jae Woong Soh N. Cho SupR 36 38 0 03 Jul 2022
Deep Generalized Unfolding Networks for Image Restoration Chong Mou Qian Wang Jian Zhang 22 180 0 28 Apr 2022
Learning Enriched Features for Fast Image Restoration and Enhancement Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat F. Khan Ming-Hsuan Yang Ling Shao SupR 10 393 0 19 Apr 2022
Unidirectional Video Denoising by Mimicking Backward Recurrent Modules with Look-ahead Forward Ones Junyi Li Xiaohe Wu Zhenxing Niu W. Zuo 8 18 0 12 Apr 2022
Learning to Generate Realistic Noisy Images via Pixel-level Noise-aware Adversarial Training Yuanhao Cai Xiaowan Hu Haoqian Wang Yulun Zhang Hanspeter Pfister D. Wei 13 64 0 06 Apr 2022
Selective Residual M-Net for Real Image Denoising Chi-Mao Fan Tsung-Jung Liu Kuan-Hsien Liu 13 20 0 03 Mar 2022
Domain Adaptation: the Key Enabler of Neural Network Equalizers in Coherent Optical Systems Pedro J. Freire B. Spinnler Daniel Abode Jaroslaw E. Prilepsky Abdallah A. i. Ali N. Costa W. Schairer A. Napoli A. Ellis S. Turitsyn OOD 8 14 0 25 Feb 2022
C2N: Practical Generative Noise Modeling for Real-World Denoising Geonwoon Jang Wooseok Lee Sanghyun Son Kyoung Mu Lee DiffM 17 77 0 19 Feb 2022
Unsupervised Image Denoising with Frequency Domain Knowledge Nahyun Kim Dong-Won Jang Sunhyeok Lee Bomi Kim Dae-Shik Kim 13 6 0 29 Nov 2021
HINet: Half Instance Normalization Network for Image Restoration Liangyu Chen Xin Lu Jie M. Zhang Xiaojie Chu Chengpeng Chen 9 464 0 13 May 2021
Searching Efficient Model-guided Deep Network for Image Denoising Qiang Ning W. Dong Xin Li Jinjian Wu Leida Li Guangming Shi 17 7 0 06 Apr 2021
COLA-Net: Collaborative Attention Network for Image Restoration Chong Mou Jian Zhang Xiaopeng Fan Hangfan Liu Ronggang Wang 15 74 0 10 Mar 2021