WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification

28 July 2021

Papers citing "WaveCNet: Wavelet Integrated CNNs to Suppress Aliasing Effect for Noise-Robust Image Classification"

22 / 22 papers shown

Title
WT-BCP: Wavelet Transform based Bidirectional Copy-Paste for Semi-Supervised Medical Image Segmentation Mingya Zhang Liang Wang Limei Gu Tingsheng Ling Xianping Tao 19 0 0 20 Apr 2025
EasyRobust: A Comprehensive and Easy-to-use Toolkit for Robust and Generalized Vision Xiaofeng Mao YueFeng Chen Rong Zhang Hui Xue Zhao Li Hang Su AAML VLM 43 0 0 21 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
Wavelet Integrated Convolutional Neural Network for ECG Signal Denoising Takamasa Terada M. Toyoura 34 0 0 12 Jan 2025
Dynamic Sparse Training versus Dense Training: The Unexpected Winner in Image Corruption Robustness Boqian Wu Q. Xiao Shunxin Wang N. Strisciuglio Mykola Pechenizkiy M. V. Keulen D. Mocanu Elena Mocanu OOD 3DH 52 0 0 03 Oct 2024
Spectral U-Net: Enhancing Medical Image Segmentation via Spectral Decomposition Yaopeng Peng Milan Sonka D. Z. Chen 36 0 0 13 Sep 2024
Activation Space Selectable Kolmogorov-Arnold Networks Zhuoqin Yang Jiansong Zhang Xiaoling Luo Zheng Lu Linlin Shen 34 5 0 15 Aug 2024
Beware of Aliases -- Signal Preservation is Crucial for Robust Image Restoration Shashank Agnihotri Julia Grabinski Janis Keuper M. Keuper 29 5 0 11 Jun 2024
When Semantic Segmentation Meets Frequency Aliasing Linwei Chen Lin Gu Ying Fu 51 5 0 14 Mar 2024
Frequency-Adaptive Dilated Convolution for Semantic Segmentation Linwei Chen Lin Gu Ying Fu 23 22 0 08 Mar 2024
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 69 1 0 30 Oct 2023
The Importance of Anti-Aliasing in Tiny Object Detection Jinlai Ning Michael W. Spratling 29 3 0 22 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
WCCNet: Wavelet-integrated CNN with Crossmodal Rearranging Fusion for Fast Multispectral Pedestrian Detection Xingjian Wang Li Chai Jiming Chen Zhiguo Shi 28 1 0 02 Aug 2023
Fix your downsampling ASAP! Be natively more robust via Aliasing and Spectral Artifact free Pooling Julia Grabinski J. Keuper M. Keuper AAML 35 7 0 19 Jul 2023
Adversarial Attacks and Defenses in Machine Learning-Powered Networks: A Contemporary Survey Yulong Wang Tong Sun Shenghong Li Xinnan Yuan W. Ni E. Hossain H. Vincent Poor AAML 24 18 0 11 Mar 2023
TAOTF: A Two-stage Approximately Orthogonal Training Framework in Deep Neural Networks Taoyong Cui Jianze Li Yuhan Dong Li Liu 17 1 0 25 Nov 2022
WaveNets: Wavelet Channel Attention Networks Hadi Salman Caleb Parks Shizhan Hong J. Zhan 29 1 0 04 Nov 2022
Data-free Defense of Black Box Models Against Adversarial Attacks Gaurav Kumar Nayak Inder Khatri Ruchit Rawal Anirban Chakraborty AAML 25 1 0 03 Nov 2022
FrequencyLowCut Pooling -- Plug & Play against Catastrophic Overfitting Julia Grabinski Steffen Jung J. Keuper M. Keuper AAML 11 22 0 01 Apr 2022
Adversarial examples in the physical world Alexey Kurakin Ian Goodfellow Samy Bengio SILM AAML 254 5,833 0 08 Jul 2016
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation Vijay Badrinarayanan Alex Kendall R. Cipolla SSeg 437 15,631 0 02 Nov 2015