IdePHICS / FundamentalLearningEPFL
GitHub repository for the course EE411: Fundamental of Inference and Learning
☆10Updated 2 months ago
Alternatives and similar repositories for FundamentalLearningEPFL:
Users that are interested in FundamentalLearningEPFL are comparing it to the libraries listed below
- Materials for Applied Data Analysis CS-401, Fall 2024☆49Updated 2 months ago
- Neural Tangent Kernel Papers☆108Updated 2 months ago
- kmeans using PyTorch☆510Updated last year
- Package for working with hypernetworks in PyTorch.☆122Updated last year
- Implementation of ASAM: Adaptive Sharpness-Aware Minimization for Scale-Invariant Learning of Deep Neural Networks, ICML 2021.☆141Updated 3 years ago
- Code for "On the Spectral Bias of Neural Networks", to appear in ICML 2019 (Long Beach, CA).☆106Updated 5 years ago
- This code implements sparse coding in PyTorch with GPU support.☆30Updated 3 years ago
- A Variational Autoencoder based on the ResNet18-architecture☆119Updated 6 years ago
- Relative representations can be leveraged to enable solving tasks regarding "latent communication": from zero-shot model stitching to lat…☆56Updated last year
- This repository implements time series diffusion in the frequency domain.☆40Updated last month
- ☆175Updated 10 months ago
- Adaptive, interpretable wavelets across domains (NeurIPS 2021)☆77Updated 3 years ago
- Code of DeSpaWN ((https://doi.org/10.1073/pnas.2106598119)☆43Updated 3 years ago
- Unofficial pytorch implementation of the paper "Learnable Fourier Features for Multi-Dimensional Spatial Positional Encoding", NeurIPS 20…☆13Updated 11 months ago
- Code repository of the paper "CKConv: Continuous Kernel Convolution For Sequential Data" published at ICLR 2022. https://arxiv.org/abs/21…☆119Updated 2 years ago
- Unofficial implementation of MLP-Mixer: An all-MLP Architecture for Vision☆217Updated 3 years ago
- A PyTorch framework for Continual Learning research.☆20Updated last year
- ☆39Updated 5 years ago
- An Numpy and PyTorch Implementation of CKA-similarity with CUDA support☆90Updated 3 years ago
- Code Repository for the ICML 2024 paper: "Towards Scalable and Versatile Weight Space Learning".☆18Updated 6 months ago
- PyTorch implementation of Variational Diffusion Models.☆78Updated 11 months ago
- Conditional VAE using CNN on MNIST in PyTorch☆19Updated 4 years ago
- Code to simulate energy-based neuromorphic platforms and learning algorithms for such platforms☆25Updated 4 months ago
- ☆67Updated 2 years ago
- Efficient Conditionally Invariant Representation Learning (ICLR 2023, Oral)☆21Updated 2 years ago
- PyTorch implementation of SimCLR: supports multi-GPU training and closely reproduces results☆203Updated 11 months ago
- A basic PyTorch implementation of 'Denoising Diffusion Probabilistic Models'☆181Updated 2 years ago
- Official implementation of Diffusion Time Estimation☆29Updated 6 months ago
- ☆16Updated 3 years ago
- Collection of tutorials on diffusion models, step-by-step implementation guide, scripts for generating images with AI, prompt engineering…☆107Updated 2 weeks ago