Fraunhofer-SCAI / wavelet_pooling
Adaptive wavelet pooling for CNN in PyTorch, AISTATS 2021.
☆31Updated 3 years ago
Related projects: ⓘ
- Adaptive, interpretable wavelets across domains (NeurIPS 2021)☆69Updated 2 years ago
- Code for the ICML 2021 and ICLR 2022 papers: Skew Orthogonal Convolutions, Improved deterministic l2 robustness on CIFAR-10 and CIFAR-100☆18Updated 2 years ago
- It contains the code for the paper Deep Adaptive Wavelet Network☆64Updated 2 years ago
- Unofficial Implementation of the Global Local Attention Module in PyTorch☆17Updated last year
- PyTorch implementation of the paper: 'Neural Network compression via learnable wavelet transforms', International Conference on Artificia…☆22Updated 3 years ago
- CRsAE (constrained recurrent sparse autoencoder)☆12Updated last year
- ☆41Updated 3 years ago
- 1D Wasserstein Statistical Loss in Pytorch☆24Updated 4 years ago
- code for WaveCNet☆15Updated 3 years ago
- Official Implementation of Convolutional Normalization: Improving Robustness and Training for Deep Neural Networks☆30Updated 2 years ago
- the code for WaveCNet☆123Updated 9 months ago
- This is official Pytorch implementation of "Uncertainty quantification in medical image segmentation with Normalizing Flows", Raghavendra…☆30Updated last year
- TensorFlow implementation of "Selective Kernel Networks"☆13Updated 4 years ago
- Official implementation of paper "ScatSimCLR: self-supervised contrastive learning with pretext task regularization for small-scale datas…☆25Updated 3 years ago
- An implementation of approximate convolutional sparse coding (CSC) based on paper: https://arxiv.org/abs/1711.00328☆42Updated 2 years ago
- pytorch implementation of Hartley spectral pooling based on FFT☆15Updated 5 years ago
- Code for the paper "Training Normalizing Flows with the Information Bottleneck for Competitive Generative Classification" (2020)☆42Updated 4 months ago
- PyTorch implementation of the ECCV 2020 paper "Gabor Layers Enhance Network Robustness".☆30Updated 4 years ago
- Demo for Multi-Layer ISTA and Multi-Layer FISTA algorithms for convolutional neural networks, as described in J. Sulam, A. Aberdam, A. Be…☆28Updated 5 years ago
- ☆102Updated 3 years ago
- [ICLR 2022] "Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice" by Peihao Wang, Wen…☆76Updated 8 months ago
- Pytorch implementation (TPAMI 2023) - Training Compact CNNs for Image Classification using Dynamic-coded Filter Fusion☆17Updated last year
- Trainable Highly-expressive Activation Functions. ECCV 2024☆19Updated last month
- Implementation of "Learning Multiscale Convolutional Dictionaries for Image Reconstruction", IEEE Transaction On Computational Imaging, 2…☆27Updated last year
- Discriminative Feature Alignment for Unsupervised Domain Adaptation☆68Updated 3 years ago
- CVPR workshop (DiffCVML) 2020☆12Updated 4 years ago
- A PyTorch implementation of CMT based on paper CMT: Convolutional Neural Networks Meet Vision Transformers.☆65Updated last year
- Implementation of Depthwise Separable Convolution (pytorch)☆69Updated 4 years ago
- ☆25Updated 2 years ago
- Official Implementation of Poisson2Sparse - MICCAI 2022☆14Updated 2 years ago