MAXIM: Multi-Axis MLP for Image Processing

9 January 2022

Feng Yang

Papers citing "MAXIM: Multi-Axis MLP for Image Processing"

50 / 83 papers shown

Title
Image Restoration via Multi-domain Learning Xingyu Jiang Ning Gao Xiuhui Zhang Hongkun Dou Shaowen Fu Xiaoqing Zhong Haoyang Li Yue Deng ViT 46 0 0 07 May 2025
CMAWRNet: Multiple Adverse Weather Removal via a Unified Quaternion Neural Architecture V. Frants S. Agaian K. Panetta Peter Huang 48 0 0 03 May 2025
DGSolver: Diffusion Generalist Solver with Universal Posterior Sampling for Image Restoration Haoran Wang Jing Zhang Haonan Guo Di Wang Jiayi Ma Bo Du 63 0 0 30 Apr 2025
NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: KwaiSR Dataset and Study Xin Li Xijun Wang Bingchen Li Kun Yuan Yizhen Shao Suhang Yao Ming-Ting Sun Chao Zhou Radu Timofte Zhibo Chen 56 8 0 21 Apr 2025
NTIRE 2025 Challenge on Short-form UGC Video Quality Assessment and Enhancement: Methods and Results Xin Li Kun Yuan B. Li Fengbin Guan Yizhen Shao ... Guohua Zhang Z. Huang Y. Deng Qingmiao Jiang Lu Chen 63 10 0 17 Apr 2025
An Efficient and Mixed Heterogeneous Model for Image Restoration Yubin Gu Yuan Meng Kaihang Zheng Xiaoshuai Sun Jiayi Ji Weijian Ruan Liujuan Cao Rongrong Ji 44 0 0 15 Apr 2025
Lumina-OmniLV: A Unified Multimodal Framework for General Low-Level Vision Yuandong Pu Le Zhuo Kaiwen Zhu Liangbin Xie Wenlong Zhang Xiangyu Chen Peng Gao Yu Qiao Chao Dong Yihao Liu MLLM 71 1 0 07 Apr 2025
Multi-Agent Image Restoration Xu Jiang Ge Li Bin Chen Jian Zhang 66 0 0 12 Mar 2025
TSCnet: A Text-driven Semantic-level Controllable Framework for Customized Low-Light Image Enhancement Miao Zhang Jun Yin Pengyu Zeng Yiqing Shen Shuai Lu Xueqian Wang DiffM 76 7 0 11 Mar 2025
Remote Sensing Semantic Segmentation Quality Assessment based on Vision Language Model Huiying Shi Zheng-Hua Tan Zhihan Zhang Hongchen Wei Yaosi Hu Yingxue Zhang Zhenzhong Chen 85 0 0 21 Feb 2025
WaveDH: Wavelet Sub-bands Guided ConvNet for Efficient Image Dehazing Seongmin Hwang Daeyoung Han Cheolkon Jung Moongu Jeon 78 5 0 20 Jan 2025
An Intelligent Agentic System for Complex Image Restoration Problems Kaiwen Zhu Jinjin Gu Zhiyuan You Yu Qiao Chao Dong 50 6 0 23 Oct 2024
ReviveDiff: A Universal Diffusion Model for Restoring Images in Adverse Weather Conditions Wenfeng Huang Guoan Xu Wenjing Jia Stuart W. Perry Guangwei Gao 67 1 0 27 Sep 2024
3DPX: Progressive 2D-to-3D Oral Image Reconstruction with Hybrid MLP-CNN Networks Xiaoshuang Li Mingyuan Meng Zimo Huang Lei Bi Eduardo Delamare Da-wei Feng Bin Sheng Jinman Kim MedIm 43 1 0 02 Aug 2024
SMRU: Split-and-Merge Recurrent-based UNet for Acoustic Echo Cancellation and Noise Suppression Zhihang Sun Andong Li Rilin Chen Hao Zhang Meng Yu Yi Zhou Dong Yu 68 0 0 17 Jun 2024
AdaRevD: Adaptive Patch Exiting Reversible Decoder Pushes the Limit of Image Deblurring Xintian Mao Qingli Li Yan Wang 55 15 0 13 Jun 2024
Sharing Key Semantics in Transformer Makes Efficient Image Restoration Bin Ren Yawei Li Christos Sakaridis Rakesh Ranjan Mengyuan Liu Rita Cucchiara Luc Van Gool Ming-Hsuan Yang N. Sebe 50 5 0 30 May 2024
Development of Skip Connection in Deep Neural Networks for Computer Vision and Medical Image Analysis: A Survey Guoping Xu Xiaxia Wang Xinglong Wu Xuesong Leng Yongchao Xu 3DPC 48 8 0 02 May 2024
SRAGAN: Saliency Regularized and Attended Generative Adversarial Network for Chinese Ink-wash Painting Generation Xiang Gao Yuqi Zhang GAN 43 0 0 24 Apr 2024
Empowering Image Recovery_ A Multi-Attention Approach Juan Wen Yawei Li Chao Zhang Weiyan Hou Radu Timofte Luc Van Gool 55 0 0 06 Apr 2024
GAMA-IR: Global Additive Multidimensional Averaging for Fast Image Restoration Youssef Mansour Reinhard Heckel 44 0 0 31 Mar 2024
Segmentation Guided Sparse Transformer for Under-Display Camera Image Restoration Jingyun Xue Tao Wang Jun Wang Kaihao Zhang ViT 53 2 0 09 Mar 2024
Learning to Deblur Polarized Images Chu Zhou Minggui Teng Xinyu Zhou Chao Xu Boxin Shi Boxin Shi 37 2 0 28 Feb 2024
SAM-DiffSR: Structure-Modulated Diffusion Model for Image Super-Resolution Chengcheng Wang Zhiwei Hao Yehui Tang Jianyuan Guo Yujie Yang Kai Han Yunhe Wang 42 6 0 27 Feb 2024
Learning to See Through Dazzle Xiaopeng Peng Erin F. Fleet A. Watnik Grover A. Swartzlander GAN AAML 41 4 0 24 Feb 2024
CascadedGaze: Efficiency in Global Context Extraction for Image Restoration Amirhosein Ghasemabadi Muhammad Kamran Janjua Mohammad Salameh Chunhua Zhou Fengyu Sun Di Niu 41 11 0 26 Jan 2024
Image Super-resolution Reconstruction Network based on Enhanced Swin Transformer via Alternating Aggregation of Local-Global Features Yuming Huang Yingpin Chen Changhui Wu Hanrong Xie Binhui Song Hui Wang SupR ViT 47 0 0 30 Dec 2023
SPIRE: Semantic Prompt-Driven Image Restoration Chenyang Qi Zhengzhong Tu Keren Ye M. Delbracio P. Milanfar Qifeng Chen Hossein Talebi DiffM 38 11 0 18 Dec 2023
Tell Me What You See: Text-Guided Real-World Image Denoising E. Yosef Raja Giryes DiffM 61 2 0 15 Dec 2023
Prompt-In-Prompt Learning for Universal Image Restoration Zilong Li Yiming Lei Chenglong Ma Junping Zhang Hongming Shan VLM 50 25 0 08 Dec 2023
4K-Resolution Photo Exposure Correction at 125 FPS with ~8K Parameters Yijie Zhou Chao Li Jin Liang Tianyi Xu Xin Liu Jun Xu 3DV 34 10 0 15 Nov 2023
IFAST: Weakly Supervised Interpretable Face Anti-spoofing from Single-shot Binocular NIR Images Jiancheng Huang Donghao Zhou Shifeng Chen CVBM 42 2 0 29 Sep 2023
Reconstruct-and-Generate Diffusion Model for Detail-Preserving Image Denoising Yujin Wang Lingen Li Tianfan Xue Liang Feng DiffM 32 4 0 19 Sep 2023
Dual Aggregation Transformer for Image Super-Resolution Zheng Chen Yulun Zhang Jinjin Gu Lingyu Kong Xiaokang Yang Feng Yu ViT 36 169 0 07 Aug 2023
Random Sub-Samples Generation for Self-Supervised Real Image Denoising Yizhong Pan Xiao Liu Xiangyu Liao Yuanzhouhan Cao Chao Ren DiffM 36 26 0 31 Jul 2023
On the unreasonable vulnerability of transformers for image restoration -- and an easy fix Shashank Agnihotri Kanchana Vaishnavi Gandikota Julia Grabinski Paramanand Chandramouli Margret Keuper 39 9 0 25 Jul 2023
MixDehazeNet : Mix Structure Block For Image Dehazing Network Liping Lu Qian Xiong Duanfeng Chu Bingrong Xu 56 27 0 28 May 2023
FLIGHT Mode On: A Feather-Light Network for Low-Light Image Enhancement Mustafa Ozcan Hamza Ergezer Mustafa Ayazoglu 3DV 44 5 0 18 May 2023
MaxViT-UNet: Multi-Axis Attention for Medical Image Segmentation Abdul Rehman Khan Asifullah Khan ViT MedIm 51 14 0 15 May 2023
Learning Semantic-Aware Knowledge Guidance for Low-Light Image Enhancement Yuhui Wu Chen Pan Guoqing Wang Yang Yang Jiwei Wei Chongyi Li Hengtao Shen 47 81 0 14 Apr 2023
DDT: Dual-branch Deformable Transformer for Image Denoising Kangliang Liu Xiangcheng Du Sijie Liu Yingbin Zheng Xingjiao Wu Cheng Jin ViT 16 5 0 13 Apr 2023
Towards an Effective and Efficient Transformer for Rain-by-snow Weather Removal Tao Gao Yuanbo Wen Kaihao Zhang Peng Cheng Ting Chen ViT 53 5 0 06 Apr 2023
Masked Autoencoders as Image Processors Huiyu Duan Wei Shen Xiongkuo Min Danyang Tu Long Teng Jia Wang Guangtao Zhai ViT 40 11 0 30 Mar 2023
ReBotNet: Fast Real-time Video Enhancement Jeya Maria Jose Valanarasu Rahul Garg Andeep S. Toor Xin Tong Weijuan Xi Andreas Lugmayr Vishal M. Patel A. Menini 37 0 0 23 Mar 2023
Depth-Aware Image Compositing Model for Parallax Camera Motion Blur German F. Torres Joni-Kristian Kämäräinen MDE 22 3 0 16 Mar 2023
Efficient and Explicit Modelling of Image Hierarchies for Image Restoration Yawei Li Yuchen Fan Xiaoyu Xiang D. Demandolx Rakesh Ranjan Radu Timofte Luc Van Gool 37 173 0 01 Mar 2023
Spatial-Frequency Attention for Image Denoising Shi Guo Hongwei Yong Xindong Zhang Jianqi Ma Lei Zhang ViT AI4TS 34 15 0 27 Feb 2023
Mixed Hierarchy Network for Image Restoration Huiyu Gao Depeng Dang 37 14 0 19 Feb 2023
Robust Unsupervised StyleGAN Image Restoration Yohan Poirier-Ginter Jean-François Lalonde 43 18 0 13 Feb 2023
Hierarchical Disentangled Representation for Invertible Image Denoising and Beyond Wenchao Du Hu Chen Yan Zhang H. Yang 34 1 0 31 Jan 2023