Multi-level Wavelet Convolutional Neural Networks

6 July 2019

Papers citing "Multi-level Wavelet Convolutional Neural Networks"

50 / 54 papers shown

Title
Computationally Efficient Diffusion Models in Medical Imaging: A Comprehensive Review Abdullah Tao Huang Ickjai Lee E. Ahn MedIm 16 0 0 09 May 2025
Provable wavelet-based neural approximation Youngmi Hur Hyojae Lim Mikyoung Lim 22 0 0 23 Apr 2025
SigWavNet: Learning Multiresolution Signal Wavelet Network for Speech Emotion Recognition Alaa Nfissi W. Bouachir Nizar Bouguila Brian Mishara 62 0 0 01 Feb 2025
RW-Net: Enhancing Few-Shot Point Cloud Classification with a Wavelet Transform Projection-based Network Haosheng Zhang Hao Huang 31 0 0 06 Jan 2025
A Low-Resolution Image is Worth 1x1 Words: Enabling Fine Image Super-Resolution with Transformers and TaylorShift Sanath Budakegowdanadoddi Nagaraju Brian B. Moser Tobias Christian Nauen Stanislav Frolov Federico Raue Andreas Dengel SupR 32 0 0 15 Nov 2024
Spectral Wavelet Dropout: Regularization in the Wavelet Domain Rinor Cakaj Jens Mehnert Bin Yang 20 0 0 27 Sep 2024
Window-based Channel Attention for Wavelet-enhanced Learned Image Compression Heng Xu Bowen Hai Yushun Tang Zhihai He 16 0 0 21 Sep 2024
Subspace Clustering in Wavelet Packets Domain Ivica Kopriva D. Seršić 26 0 0 06 Jun 2024
Enhancing Global Sensitivity and Uncertainty Quantification in Medical Image Reconstruction with Monte Carlo Arbitrary-Masked Mamba Jiahao Huang Liutao Yang Fanwen Wang Yang Nan Weiwen Wu ... Kuangyu Shi Angelica I. Aviles-Rivero Carola-Bibiane Schönlieb Daoqiang Zhang Guang Yang Mamba 28 0 0 27 May 2024
YNetr: Dual-Encoder architecture on Plain Scan Liver Tumors (PSLT) Wen Sheng Zhong Zheng Jiajun Liu Han Lu Hanyuan Zhang Zhengyong Jiang Zhihong Zhang Daoping Zhu ViT 55 0 0 30 Mar 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 38 43 0 23 Feb 2024
ASCNet: Asymmetric Sampling Correction Network for Infrared Image Destriping Shuai Yuan Hanlin Qin Xiang Yan Shiqi Yang Shuowen Yang Naveed Akhtar Huixin Zhou 80 4 0 28 Jan 2024
Efficient Multi-scale Network with Learnable Discrete Wavelet Transform for Blind Motion Deblurring Xin Gao Tianheng Qiu Xinyu Zhang Hanlin Bai Kang Liu Xuan Huang Hu Wei Guoying Zhang Huaping Liu 19 9 0 29 Dec 2023
L-WaveBlock: A Novel Feature Extractor Leveraging Wavelets for Generative Adversarial Networks Mirat Shah Vansh Jain Anmol Chokshi Guruprasad Parasnis Pramod J. Bide 14 0 0 09 Nov 2023
Skip-WaveNet: A Wavelet based Multi-scale Architecture to Trace Snow Layers in Radar Echograms D. Varshney M. Yari O. Ibikunle Jilu Li John Paden Maryam Rahnemoonfar Maryam Rahnemoonfar 61 1 0 30 Oct 2023
Finger-UNet: A U-Net based Multi-Task Architecture for Deep Fingerprint Enhancement Ekta Gavas A. Namboodiri CVBM 19 2 0 01 Oct 2023
Improving Robustness of Deep Convolutional Neural Networks via Multiresolution Learning Hongyan Zhou Yao Liang OOD 8 0 0 24 Sep 2023
Unleashing the Power of Self-Supervised Image Denoising: A Comprehensive Review Dan Zhang Fangfang Zhou Felix Albu Yuan-Gu Wei X. Yang Yuan Gu Qiang Li 17 19 0 01 Aug 2023
WaveMixSR: A Resource-efficient Neural Network for Image Super-resolution Pranav Jeevan Akella Srinidhi Pasunuri Prathiba A. Sethi SupR 21 9 0 01 Jul 2023
Wavelet-based Unsupervised Label-to-Image Translation George Eskandar Mohamed Abdelsamad Karim Armanious Shuai Zhang B. Yang 30 6 0 16 May 2023
Invariant Scattering Transform for Medical Imaging M. Ahsan S. Raman Zahed Siddique OOD 11 2 0 20 Apr 2023
MC-MLP:Multiple Coordinate Frames in all-MLP Architecture for Vision Zhimin Zhu Jianguo Zhao Tong Mu Yuliang Yang Mengyu Zhu 16 0 0 08 Apr 2023
Self-Supervised Image Denoising for Real-World Images with Context-aware Transformer Dan Zhang Fangfang Zhou ViT 22 54 0 04 Apr 2023
MM-BSN: Self-Supervised Image Denoising for Real-World with Multi-Mask based on Blind-Spot Network Dan Zhang Fangfang Zhou Yuwen Jiang Zhengming Fu 22 45 0 04 Apr 2023
Multichannel Orthogonal Transform-Based Perceptron Layers for Efficient ResNets Hongyi Pan Emadeldeen Hamdan Xin Zhu S. Atici Ahmet Enis Cetin OOD 16 5 0 13 Mar 2023
Neural Artistic Style Transfer with Conditional Adversaria P. N. Deelaka GAN 11 2 0 08 Feb 2023
The Power of Linear Combinations: Learning with Random Convolutions Paul Gavrikov J. Keuper 27 2 0 26 Jan 2023
TMS-Net: A Segmentation Network Coupled With A Run-time Quality Control Method For Robust Cardiac Image Segmentation F. Uslu Anil A. Bharath 16 14 0 21 Dec 2022
Neural Fourier Filter Bank Zhijie Wu Yuhe Jin K. M. Yi 11 26 0 04 Dec 2022
Wavelet Diffusion Models are fast and scalable Image Generators Hao Phung Quan Dao Anh Tran DiffM 23 80 0 29 Nov 2022
LiSnowNet: Real-time Snow Removal for LiDAR Point Cloud Ming-Yuan Yu Ram Vasudevan Matthew Johnson-Roberson 3DPC 14 17 0 18 Nov 2022
DCT Perceptron Layer: A Transform Domain Approach for Convolution Layer Hongyi Pan Xin Zhu S. Atici Ahmet Enis Cetin 11 6 0 15 Nov 2022
On the Shift Invariance of Max Pooling Feature Maps in Convolutional Neural Networks Hubert Leterme K. Polisano V. Perrier Alahari Karteek FAtt 25 2 0 19 Sep 2022
Wavelet-based Loss for High-frequency Interface Dynamics L. Prantl Jan Bender Tassilo Kugelstadt Nils Thuerey GAN 8 0 0 06 Sep 2022
Multilayer deep feature extraction for visual texture recognition Lucas O. Lyra A. Fabris J. Florindo 15 2 0 22 Aug 2022
HST: Hierarchical Swin Transformer for Compressed Image Super-resolution B. Li Xin Li Yiting Lu Sen Liu Ruoyu Feng Zhibo Chen 10 33 0 21 Aug 2022
Unsupervised Discovery of Semantic Concepts in Satellite Imagery with Style-based Wavelet-driven Generative Models Nikos Kostagiolas M. Nicolaou Yannis Panagakis GAN 13 2 0 03 Aug 2022
Multiple Degradation and Reconstruction Network for Single Image Denoising via Knowledge Distillation Juncheng Li Hanhui Yang Qiaosi Yi Faming Fang Guangwei Gao T. Zeng Guixu Zhang 11 7 0 29 Apr 2022
GHM Wavelet Transform for Deep Image Super Resolution Benjamin Lowe Hadi Salman J. Zhan 17 0 0 16 Apr 2022
Transform your Smartphone into a DSLR Camera: Learning the ISP in the Wild A. S. Tripathi Martin Danelljan Samarth Shukla Radu Timofte Luc Van Gool 17 9 0 20 Mar 2022
TRNR: Task-Driven Image Rain and Noise Removal with a Few Images Based on Patch Analysis Wu Ran Bohong Yang Peirong Ma Hong-wei Lu 13 9 0 03 Dec 2021
Haar Wavelet Feature Compression for Quantized Graph Convolutional Networks Moshe Eliasof Ben Bodner Eran Treister GNN 22 6 0 10 Oct 2021
USIS: Unsupervised Semantic Image Synthesis George Eskandar Mohamed Abdelsamad Karim Armanious B. Yang 34 16 0 29 Sep 2021
Learning RAW-to-sRGB Mappings with Inaccurately Aligned Supervision Zhilu Zhang Haolin Wang Ming-Yu Liu Ruohao Wang Jiawei Zhang W. Zuo 8 41 0 18 Aug 2021
Fully Learnable Deep Wavelet Transform for Unsupervised Monitoring of High-Frequency Time Series Gabriel Michau Gaetan Frusque Olga Fink AI4TS 20 75 0 03 May 2021
SWAGAN: A Style-based Wavelet-driven Generative Model Rinon Gal Dana Cohen Amit H. Bermano Daniel Cohen-Or GAN 55 36 0 11 Feb 2021
WaDeNet: Wavelet Decomposition based CNN for Speech Processing P. Suresh Abhijith Ragav 14 0 0 11 Nov 2020
Cloud Detection through Wavelet Transforms in Machine Learning and Deep Learning Philippe Reiter 11 0 0 10 Jul 2020
WaveSNet: Wavelet Integrated Deep Networks for Image Segmentation Qiufu Li Linlin Shen 11 22 0 29 May 2020
Deep Learning Improves Contrast in Low-Fluence Photoacoustic Imaging A. Hariri Kamran Alipour Yash Mantri J. Schulze J. Jokerst 11 64 0 19 Apr 2020