Wavelet Convolutional Neural Networks

20 May 2018

Papers citing "Wavelet Convolutional Neural Networks"

34 / 34 papers shown

Title
Multi-Scale Target-Aware Representation Learning for Fundus Image Enhancement Haofan Wu Yin Huang Yuqing Wu Qiuyu Yang Bingfang Wang ... Abdul Fattah Memon Daizong Ji Wenjie Qu Ghulam Mustafa Yin Fang MedIm 32 0 0 03 May 2025
WT-BCP: Wavelet Transform based Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation Mingya Zhang Liang Wang Limei Gu Tingsheng Ling Xianping Tao 34 0 0 20 Apr 2025
Adaptive Wavelet Filters as Practical Texture Feature Amplifiers for Parkinson's Disease Screening in OCT Xinsong Zhang Hanfeng Shi Xianrui Li Haili Ye Tao Xu Na Li Yan Hu Fan Lv Jianfei Chen Jiang Liu 47 0 0 25 Mar 2025
RW-Net: Enhancing Few-Shot Point Cloud Classification with a Wavelet Transform Projection-based Network Haosheng Zhang Hao Huang 36 0 0 06 Jan 2025
Spectral Wavelet Dropout: Regularization in the Wavelet Domain Rinor Cakaj Jens Mehnert Bin Yang 25 0 0 27 Sep 2024
Spectral U-Net: Enhancing Medical Image Segmentation via Spectral Decomposition Yaopeng Peng Milan Sonka Danny Chen 46 0 0 13 Sep 2024
WaveMamba: Spatial-Spectral Wavelet Mamba for Hyperspectral Image Classification Muhammad Ahmad Muhammad Usama Manual Mazzara Mamba 81 9 0 02 Aug 2024
Wavelet Convolutions for Large Receptive Fields Shahaf E. Finder Roy Amoyal Eran Treister Oren Freifeld ViT MDE 50 53 0 08 Jul 2024
Subspace Clustering in Wavelet Packets Domain Ivica Kopriva D. Seršić 45 0 0 06 Jun 2024
A Comprehensive Survey of Convolutions in Deep Learning: Applications, Challenges, and Future Trends Abolfazl Younesi Mohsen Ansari Mohammadamin Fazli A. Ejlali Muhammad Shafique Joerg Henkel 3DV 54 45 0 23 Feb 2024
ProtoHPE: Prototype-guided High-frequency Patch Enhancement for Visible-Infrared Person Re-identification Gui-Xu Zhang Yongfei Zhang Zichang Tan 30 10 0 11 Oct 2023
WavPool: A New Block for Deep Neural Networks Samuel D. McDermott M. Voetberg Brian D. Nord 14 0 0 14 Jun 2023
DePF: A Novel Fusion Approach based on Decomposition Pooling for Infrared and Visible Images Hui Li Yongbiao Xiao Chunyang Cheng Zhongwei Shen Xiaoning Song 20 5 0 27 May 2023
Human Activity Recognition from Wi-Fi CSI Data Using Principal Component-Based Wavelet CNN I. A. Showmik Tahsina Farah Sanam H. Imtiaz 13 13 0 26 Dec 2022
Reliable Joint Segmentation of Retinal Edema Lesions in OCT Images Meng Wang Kai-An Yu Chun-Mei Feng K. Zou Yanyu Xu Qingquan Meng Rick Siow Mong Goh Yong Liu Huazhu Fu MedIm 30 3 0 01 Dec 2022
VisTaNet: Attention Guided Deep Fusion for Surface Roughness Classification P. K. Routray A. Kanade Jay Bhanushali Manivannan Muniyandi 13 1 0 18 Sep 2022
Wave-ViT: Unifying Wavelet and Transformers for Visual Representation Learning Ting Yao Yingwei Pan Yehao Li Chong-Wah Ngo Tao Mei ViT 154 137 0 11 Jul 2022
Wavelet Regularization Benefits Adversarial Training Jun Yan Huilin Yin Xiaoyang Deng Zi-qin Zhao Wancheng Ge Hao Zhang Gerhard Rigoll AAML 24 2 0 08 Jun 2022
Efficient Hybrid Network: Inducting Scattering Features D. Minskiy M. Bober 23 3 0 29 Mar 2022
AI-based Reconstruction for Fast MRI -- A Systematic Review and Meta-analysis Yutong Chen Carola-Bibiane Schönlieb Pietro Lio T. Leiner Pier Luigi Dragotti Ge Wang Daniel Rueckert D. Firmin Guang Yang 30 87 0 23 Dec 2021
Learnable Discrete Wavelet Pooling (LDW-Pooling) For Convolutional Networks Bo Wang J. Hsieh Ming-Ching Chang Ping-Yang Chen Lipeng Ke Siwei Lyu FAtt 27 8 0 13 Sep 2021
SpectralNET: Exploring Spatial-Spectral WaveletCNN for Hyperspectral Image Classification Tanmay Chakraborty Utkarsh Trehan 20 54 0 01 Apr 2021
A Structurally Regularized Convolutional Neural Network for Image Classification using Wavelet-based SubBand Decomposition P. Sinha I. Psaromiligkos Z. Zilic 21 3 0 02 Mar 2021
Learnable Gabor modulated complex-valued networks for orientation robustness Felix Richards A. Paiement Xianghua Xie Elisabeth Sola Pierre-Alain Duc 19 2 0 23 Nov 2020
WaDeNet: Wavelet Decomposition based CNN for Speech Processing P. Suresh Abhijith Ragav 21 0 0 11 Nov 2020
Robust Learning with Frequency Domain Regularization Weiyu Guo Yidong Ouyang AAML 16 2 0 07 Jul 2020
Self-Supervised Learning of a Biologically-Inspired Visual Texture Model Nikhil Parthasarathy Eero P. Simoncelli 14 7 0 30 Jun 2020
Enhancement of a CNN-Based Denoiser Based on Spatial and Spectral Analysis Rui Zhao K. Lam D. Lun 24 7 0 28 Jun 2020
Translating Diffusion, Wavelets, and Regularisation into Residual Networks Tobias Alt Joachim Weickert Pascal Peter DiffM 21 8 0 07 Feb 2020
Deep Adaptive Wavelet Network M. Bastidas-Rodríguez Adrien Gruson Luisa F. Polanía S. Fujieda F. Ortíz Kohei Takayama T. Hachisuka FAtt OOD 16 56 0 10 Dec 2019
Deep Learning for Multi-Scale Changepoint Detection in Multivariate Time Series Zahra Ebrahimzadeh Min Zheng Selcuk Karakas Samantha Kleinberg AI4TS 27 8 0 16 May 2019
WaveletAE: A Wavelet-enhanced Autoencoder for Wind Turbine Blade Icing Detection Binhang Yuan Chen Wang Chen Luo Fei Jiang Mingsheng Long Philip S. Yu Yuan Liu 19 25 0 14 Feb 2019
Diagnosing Convolutional Neural Networks using their Spectral Response V. Stamatescu Mark D Mcdonnell 24 3 0 08 Oct 2018
Joint Time-Frequency Scattering Joakim Andén Vincent Lostanlen S. Mallat AI4TS 53 54 0 24 Jul 2018