sascha-kirch / ML_NotebooksLinks
Collection of machine learning related notebooks to share.
☆19Updated 2 years ago
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- Implementation of "Learning Multiscale Convolutional Dictionaries for Image Reconstruction", IEEE Transaction On Computational Imaging, 2…☆32Updated 2 years ago
- Official Implementation of Convolutional Normalization: Improving Robustness and Training for Deep Neural Networks☆30Updated 3 years ago
- Fourier Image Transformer (FIT) can solve relevant image analysis tasks in Fourier space.☆101Updated 3 years ago
- Official PyTorch implementation of LilNetX: Lightweight Networks with EXtreme Model Compression and Structured Sparsification☆47Updated 3 years ago
- The codes for "On Measuring and Controlling the Spectral Bias of the Deep Image Prior", accepted by IJCV☆14Updated 4 years ago
- Loss-Balanced Task Weighting to Reduce Negative Transfer in Multi-Task Learning, AAAI-SA'19☆30Updated 6 years ago
- ☆41Updated 4 years ago
- ☆24Updated 4 years ago
- source code of GLISTA☆23Updated 5 years ago
- An implementation of approximate convolutional sparse coding (CSC) based on paper: https://arxiv.org/abs/1711.00328☆42Updated last month
- High-Quality Self-Supervised Deep Image Denoising - Unofficial PyTorch implementation of the NeurIPS 2019 paper☆70Updated 5 years ago
- A pytorch implementation of Deep Graph Laplacian Regularization for image denoising☆29Updated 2 years ago
- [ICCV'19] DUAL-GLOW: Conditional Flow-Based Generative Model for Modality Transfer☆19Updated 3 years ago
- Official Implementation of Early Stopping for Deep Image Prior (TMLR)☆28Updated last year
- Image Enhancement Zoo for collecting deraining, dehazing and brightening methods, datasets, and codes.☆45Updated 3 years ago
- Generating similiar results of convolution layers from Fast Fourier Transform☆50Updated 5 years ago
- The Official code of GAN2GAN (ICLR 2021)☆33Updated 4 years ago
- ☆29Updated 4 years ago
- [ICLR 2022] "Anti-Oversmoothing in Deep Vision Transformers via the Fourier Domain Analysis: From Theory to Practice" by Peihao Wang, Wen…☆83Updated 2 years ago
- Tuning-free Plug-and-Play Proximal Algorithm for Inverse Imaging Problems (ICML 2020 Award Paper & JMLR 2022)☆91Updated last year
- Reference based Image Super-Resolution via Variational AutoEncoder☆29Updated 4 years ago
- A Pytorch-based library to evaluate learning methods on small image classification datasets☆16Updated 3 years ago
- Implementation of Uformer, Attention-based Unet, in Pytorch☆96Updated 4 years ago
- DeepRED: Deep Image Prior Powered by RED☆67Updated 6 years ago
- Frequency Domain Perceptual Loss for Super Resolution☆26Updated 4 years ago
- Deep Decomposition Network (DDN) for Inverse Imaging Problems, ECCV'2020☆30Updated 4 years ago
- ☆63Updated 4 years ago
- Image Deblurring by Exploring In-depth Properties of Transformer (IEEE TNNLS)☆22Updated 9 months ago
- On Uncertainty Estimation in Medical ImageDenoising with Bayesian Deep Image Prior☆21Updated 5 years ago
- The code for Differentiable Linearized ADMM (ICML 2019)☆36Updated 6 years ago