MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing

27 August 2023

Papers citing "MB-TaylorFormer: Multi-branch Efficient Transformer Expanded by Taylor Formula for Image Dehazing"

43 / 43 papers shown

Title
Image Restoration via Multi-domain Learning Xingyu Jiang Ning Gao Xiuhui Zhang Hongkun Dou Shaowen Fu Xiaoqing Zhong H. Li Yue Deng ViT 27 0 0 07 May 2025
IDDM: Bridging Synthetic-to-Real Domain Gap from Physics-Guided Diffusion for Real-world Image Dehazing Shijun Zhou Y. Liu Chunhui Hao Zhiyuan Liu Jiandong Tian DiffM 34 0 0 30 Apr 2025
Fine-Tuning Adversarially-Robust Transformers for Single-Image Dehazing Vlad Vasilescu Ana Neacsu Daniela Faur ViT 22 0 0 24 Apr 2025
Cross Paradigm Representation and Alignment Transformer for Image Deraining Shun Zou Yi Zou J. Li Guangwei Gao Guojun Qi 30 0 0 23 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 19 0 0 15 Apr 2025
Tokenize Image Patches: Global Context Fusion for Effective Haze Removal in Large Images Jiuchen Chen Xinyu Yan Qizhi Xu Kaiqi Li VLM 22 0 0 13 Apr 2025
Beyond Degradation Conditions: All-in-One Image Restoration via HOG Transformers Jiawei Wu Zhifei Yang Z. Wang Zhi Jin 17 0 0 12 Apr 2025
Content-Distortion High-Order Interaction for Blind Image Quality Assessment Shuai Liu Qingyu Mao Chao Li Jiacong Chen Fanyang Meng Yonghong Tian Yongsheng Liang 19 0 0 07 Apr 2025
Learning Hazing to Dehazing: Towards Realistic Haze Generation for Real-World Image Dehazing Ruiyi Wang Yushuo Zheng Zicheng Zhang Chunyi Li Shuaicheng Liu Guangtao Zhai Xiaohong Liu DiffM 49 0 0 25 Mar 2025
Exploiting Diffusion Prior for Real-World Image Dehazing with Unpaired Training Yunwei Lan Zhigao Cui Chang-Shu Liu Jialun Peng Nian Wang Xin Luo Dong Liu DiffM 40 2 0 19 Mar 2025
DehazeMamba: SAR-guided Optical Remote Sensing Image Dehazing with Adaptive State Space Model Zhicheng Zhao Jinquan Yan Chenglong Li X. Wang Jin Tang 54 0 0 17 Mar 2025
MP-HSIR: A Multi-Prompt Framework for Universal Hyperspectral Image Restoration Zhehui Wu Yong Chen Naoto Yokoya Wei He 47 0 0 12 Mar 2025
WaveDH: Wavelet Sub-bands Guided ConvNet for Efficient Image Dehazing Seongmin Hwang Daeyoung Han Cheolkon Jung Moongu Jeon 70 5 0 20 Jan 2025
LMHaze: Intensity-aware Image Dehazing with a Large-scale Multi-intensity Real Haze Dataset Ruikun Zhang Hao-Liang Yang Yan Yang Ying Fu Liyuan Pan 17 3 0 21 Oct 2024
Interaction-Guided Two-Branch Image Dehazing Network Huichun Liu Xiaosong Li Tianshu Tan 18 0 0 14 Oct 2024
TANet: Triplet Attention Network for All-In-One Adverse Weather Image Restoration Hsing-Hua Wang Fu-Jen Tsai Yen-Yu Lin Chia-Wen Lin ViT 26 1 0 10 Oct 2024
Optimization Proxies using Limited Labeled Data and Training Time -- A Semi-Supervised Bayesian Neural Network Approach Parikshit Pareek K. Sundar Deepjyoti Deka Sidhant Misra Sidhant Misra 27 0 0 04 Oct 2024
CasDyF-Net: Image Dehazing via Cascaded Dynamic Filters Wang Yinglong He Bin 33 2 0 13 Sep 2024
Single Image Dehazing Using Scene Depth Ordering Pengyang Ling H. Chen Xiao Tan Yimeng Shan Yi Jin DiffM 36 0 0 11 Aug 2024
OneRestore: A Universal Restoration Framework for Composite Degradation Yu Guo Yuan Gao Yuxu Lu Huilin Zhu R. W. Liu Shengfeng He DiffM 37 24 0 05 Jul 2024
Vision Transformer with Key-select Routing Attention for Single Image Dehazing L. Tong Weijia Li Qingxia Yang Liyuan Chen Peng Chen 26 0 0 28 Jun 2024
DiffLoss: unleashing diffusion model as constraint for training image restoration network Jiangtong Tan Feng Zhao 29 0 0 27 Jun 2024
Stability and Generalizability in SDE Diffusion Models with Measure-Preserving Dynamics Weitong Zhang Chengqi Zang Liu Li Sarah Cechnicka Cheng Ouyang Bernhard Kainz DiffM 18 2 0 19 Jun 2024
Real-world Image Dehazing with Coherence-based Label Generator and Cooperative Unfolding Network Chengyu Fang Chunming He Fengyang Xiao Yulun Zhang Longxiang Tang Yuelin Zhang Kai Li Xiu Li 36 2 0 12 Jun 2024
MUSE: Flexible Voiceprint Receptive Fields and Multi-Path Fusion Enhanced Taylor Transformer for U-Net-based Speech Enhancement Zizhen Lin Xiaoting Chen Junyu Wang 19 2 0 07 Jun 2024
DehazeDCT: Towards Effective Non-Homogeneous Dehazing via Deformable Convolutional Transformer Wei Dong Han Zhou Ruiyi Wang Xiaohong Liu Guangtao Zhai Jun Chen ViT 40 9 0 24 May 2024
Driving-Video Dehazing with Non-Aligned Regularization for Safety Assistance Junkai Fan Jiangwei Weng Kun Wang Yijun Yang J. Qian Jun Li Jian Yang 58 5 0 16 May 2024
Parallel Cross Strip Attention Network for Single Image Dehazing L. Tong Yun-Peng Liu Tian-Chun Ye Weijia Li Liyuan Chen Erkang Chen 27 0 0 09 May 2024
PriorNet: A Novel Lightweight Network with Multidimensional Interactive Attention for Efficient Image Dehazing Yutong Chen Zhang Wen Chao Wang Lei Gong Zhongchao Yi 27 0 0 24 Apr 2024
Look-Around Before You Leap: High-Frequency Injected Transformer for Image Restoration Shihao Zhou Duosheng Chen Jinshan Pan Jufeng Yang 32 2 0 30 Mar 2024
Self-Supervised Video Desmoking for Laparoscopic Surgery Ren-Rong Wu Zhilu Zhang Shuohao Zhang Longfei Gou Haobin Chen Lei Zhang Hao Chen Wangmeng Zuo 21 3 0 17 Mar 2024
Segmentation Guided Sparse Transformer for Under-Display Camera Image Restoration Jingyun Xue Tao Wang Jun Wang Kaihao Zhang ViT 41 2 0 09 Mar 2024
TaylorShift: Shifting the Complexity of Self-Attention from Squared to Linear (and Back) using Taylor-Softmax Tobias Christian Nauen Sebastián M. Palacio Andreas Dengel 51 3 0 05 Mar 2024
Depth Information Assisted Collaborative Mutual Promotion Network for Single Image Dehazing Yafei Zhang Shen Zhou Huafeng Li 24 20 0 02 Mar 2024
LEMON: Learning 3D Human-Object Interaction Relation from 2D Images Yuhang Yang Wei Zhai Hongcheng Luo Yang Cao Zheng-Jun Zha 18 22 0 14 Dec 2023
Deep Image Deblurring: A Survey Kaihao Zhang Wenqi Ren Wenhan Luo Wei-Sheng Lai B. Stenger Ming-Hsuan Yang Hongdong Li 80 237 0 26 Jan 2022
UFO-ViT: High Performance Linear Vision Transformer without Softmax Jeonggeun Song ViT 106 20 0 29 Sep 2021
Contrastive Learning for Compact Single Image Dehazing Haiyan Wu Yanyun Qu Shaohui Lin J. Zhou Ruizhi Qiao Zhizhong Zhang Yuan Xie Lizhuang Ma 119 541 0 19 Apr 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 263 3,538 0 24 Feb 2021
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,214 0 17 Apr 2017
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 201 14,190 0 07 Oct 2016
Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network Wenzhe Shi Jose Caballero Ferenc Huszár J. Totz Andrew P. Aitken Rob Bishop Daniel Rueckert Zehan Wang SupR 183 5,138 0 16 Sep 2016
DehazeNet: An End-to-End System for Single Image Haze Removal Bolun Cai Xiangmin Xu K. Jia Chunmei Qing Dacheng Tao 117 2,388 0 28 Jan 2016