SEM-Net: Efficient Pixel Modelling for image inpainting with Spatially Enhanced SSM

10 November 2024

Shuang Chen

Haozheng Zhang

Amir Atapour-Abarghouei

Hubert P. H. Shum

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Papers citing "SEM-Net: Efficient Pixel Modelling for image inpainting with Spatially Enhanced SSM"

34 / 34 papers shown

Title
VMamba: Visual State Space Model Yue Liu Yunjie Tian Yuzhong Zhao Hongtian Yu Lingxi Xie Yaowei Wang Qixiang Ye Jianbin Jiao Yunfan Liu Mamba 282 696 0 31 Dec 2024
On the Design Fundamentals of Diffusion Models: A Survey Ziyi Chang George Alex Koulieris Hyung Jin Chang Hubert P. H. Shum DiffM 81 56 0 07 Jun 2023
Stripformer: Strip Transformer for Fast Image Deblurring Fu-Jen Tsai Yan-Tsung Peng Yen-Yu Lin Chung-Chi Tsai Chia-Wen Lin ViT 74 179 0 10 Apr 2022
MAT: Mask-Aware Transformer for Large Hole Image Inpainting Wenbo Li Zhe Lin Kun Zhou Lu Qi Yi Wang Jiaya Jia 85 317 0 29 Mar 2022
MISF: Multi-level Interactive Siamese Filtering for High-Fidelity Image Inpainting Xiaoguang Li Qing Guo Di Lin Ping Li Wei Feng Song Wang 52 78 0 12 Mar 2022
High-Resolution Image Synthesis with Latent Diffusion Models Robin Rombach A. Blattmann Dominik Lorenz Patrick Esser Bjorn Ommer 3DV 474 15,734 0 20 Dec 2021
Improving Image Restoration by Revisiting Global Information Aggregation Xiaojie Chu Liangyu Chen Chengpeng Chen Xin Lu 78 92 0 08 Dec 2021
Restormer: Efficient Transformer for High-Resolution Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang ViT 178 2,243 0 18 Nov 2021
Efficiently Modeling Long Sequences with Structured State Spaces Albert Gu Karan Goel Christopher Ré 217 1,821 0 31 Oct 2021
Resolution-robust Large Mask Inpainting with Fourier Convolutions Roman Suvorov Elizaveta Logacheva Anton Mashikhin Anastasia Remizova Arsenii Ashukha Aleksei Silvestrov Naejin Kong Harshith Goka Kiwoong Park Victor Lempitsky 108 864 0 15 Sep 2021
SwinIR: Image Restoration Using Swin Transformer Christos Sakaridis Jie Cao Guolei Sun Peng Sun Luc Van Gool Radu Timofte ViT 195 2,945 0 23 Aug 2021
Image Inpainting via Conditional Texture and Structure Dual Generation Xiefan Guo Hongyu Yang Di Huang DiffM 58 204 0 22 Aug 2021
Spatially-Adaptive Image Restoration using Distortion-Guided Networks Kuldeep Purohit Maitreya Suin A. N. Rajagopalan Vishnu Boddeti 57 117 0 19 Aug 2021
WaveFill: A Wavelet-based Generation Network for Image Inpainting Yingchen Yu Fangneng Zhan Shijian Lu Jianxiong Pan Feiying Ma Xuansong Xie Chunyan Miao 67 100 0 23 Jul 2021
HINet: Half Instance Normalization Network for Image Restoration Liangyu Chen Xin Lu Jie Zhang Xiaojie Chu Chengpeng Chen 84 478 0 13 May 2021
Bridging Global Context Interactions for High-Fidelity Image Completion Chuanxia Zheng Tat-Jen Cham Jianfei Cai Dinh Q. Phung ViT 61 78 0 02 Apr 2021
High-Fidelity Pluralistic Image Completion with Transformers Bo Liu Jingbo Zhang Dongdong Chen Jing Liao ViT 74 237 0 25 Mar 2021
Generating Diverse Structure for Image Inpainting With Hierarchical VQ-VAE Jialun Peng Dong Liu Songcen Xu Houqiang Li DiffM 51 194 0 18 Mar 2021
Multi-Stage Progressive Image Restoration Syed Waqas Zamir Aditya Arora Salman Khan Munawar Hayat Fahad Shahbaz Khan Ming-Hsuan Yang Ling Shao 177 1,493 0 04 Feb 2021
Pre-Trained Image Processing Transformer Hanting Chen Yunhe Wang Tianyu Guo Chang Xu Yiping Deng Zhenhua Liu Siwei Ma Chunjing Xu Chao Xu Wen Gao VLM ViT 143 1,677 0 01 Dec 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 670 41,430 0 22 Oct 2020
HiPPO: Recurrent Memory with Optimal Polynomial Projections Albert Gu Tri Dao Stefano Ermon Atri Rudra Christopher Ré 123 532 0 17 Aug 2020
Contextual Residual Aggregation for Ultra High-Resolution Image Inpainting Zili Yi Qiang Tang Shekoofeh Azizi Daesik Jang Zhan Xu 61 307 0 19 May 2020
Spatially-Attentive Patch-Hierarchical Network for Adaptive Motion Deblurring Maitreya Suin Kuldeep Purohit A. N. Rajagopalan 3DV 62 282 0 11 Apr 2020
Deblurring by Realistic Blurring Kaihao Zhang Wenhan Luo Yiran Zhong Lin Ma B. Stenger Wei Liu Hongdong Li 64 361 0 04 Apr 2020
Human-Aware Motion Deblurring Ziyi Shen Wenguan Wang Xiankai Lu Jianbing Shen Haibin Ling Tingfa Xu Ling Shao 3DH 66 288 0 19 Jan 2020
Region Normalization for Image Inpainting Tao Yu Zongyu Guo Xin Jin Shilin Wu Zhibo Chen Weiping Li Zhizheng Zhang Sen Liu 53 183 0 23 Nov 2019
Multi-Temporal Recurrent Neural Networks For Progressive Non-Uniform Single Image Deblurring With Incremental Temporal Training Dongwon Park Dong un Kang Jisoo Kim S. Chun 86 209 0 18 Nov 2019
DeblurGAN-v2: Deblurring (Orders-of-Magnitude) Faster and Better Orest Kupyn T. Martyniuk Junru Wu Zhangyang Wang 3DV 102 890 0 10 Aug 2019
Deep Stacked Hierarchical Multi-patch Network for Image Deblurring Hongguang Zhang Yuchao Dai Hongdong Li Piotr Koniusz 89 529 0 06 Apr 2019
Image Inpainting for Irregular Holes Using Partial Convolutions Guilin Liu F. Reda Kevin J. Shih Ting-Chun Wang Andrew Tao Bryan Catanzaro 214 1,933 0 20 Apr 2018
Generative Image Inpainting with Contextual Attention Jiahui Yu Zhe Lin Jimei Yang Xiaohui Shen Xin Lu Thomas S. Huang GAN DiffM 103 2,266 0 24 Jan 2018
Progressive Growing of GANs for Improved Quality, Stability, and Variation Tero Karras Timo Aila S. Laine J. Lehtinen GAN 164 7,376 0 27 Oct 2017
Deep Multi-scale Convolutional Neural Network for Dynamic Scene Deblurring Seungjun Nah Tae Hyun Kim Kyoung Mu Lee 145 1,980 0 07 Dec 2016