ThomasRobertFr / deep-learning-figures
Figures I made during my PhD in Deep Learning, for my models and for context
☆79Updated 3 years ago
Alternatives and similar repositories for deep-learning-figures:
Users that are interested in deep-learning-figures are comparing it to the libraries listed below
- This repo is for our paper: Normalization Techniques in Training DNNs: Methodology, Analysis and Application☆84Updated 3 years ago
- Loss and accuracy go opposite ways...right?☆91Updated 4 years ago
- Official implementation of Auxiliary Learning by Implicit Differentiation [ICLR 2021]☆84Updated 8 months ago
- Visual Representation Learning Benchmark for Self-Supervised Models☆35Updated 11 months ago
- Github code for the paper Maximum Class Separation as Inductive Bias in One Matrix. Arxiv link: https://arxiv.org/abs/2206.08704☆29Updated last year
- [ICLR'21] Counterfactual Generative Networks☆107Updated 3 years ago
- Repository providing a wide range of self-supervised pretrained models for computer vision tasks.☆62Updated 3 years ago
- ☆92Updated 4 years ago
- Evaluating AlexNet features at various depths☆39Updated 4 years ago
- Feature extraction made simple with torchextractor☆101Updated 4 years ago
- A regularized self-labeling approach to improve the generalization and robustness of fine-tuned models☆28Updated 2 years ago
- Functions for computing metrics commonly used in the field of out-of-distribution (OOD) detection☆47Updated 2 months ago
- B-cos Networks: Alignment is All we Need for Interpretability☆107Updated last year
- ☆72Updated 3 years ago
- Implementation of Barlow Twins paper☆100Updated 2 years ago
- A compilation of network architectures for vision and others without usage of self-attention mechanism☆77Updated 2 years ago
- Whitening for Self-Supervised Representation Learning | Official repository☆129Updated 2 years ago
- This is the official GitHub for paper: On the Versatile Uses of Partial Distance Correlation in Deep Learning, in ECCV 2022☆173Updated last year
- This is the official implementation for Image Clustering via the Principle of Rate Reduction in the Age of Pretrained Models.☆26Updated last year
- ☆84Updated 3 years ago
- ☆46Updated 2 years ago
- Official implementation of paper Gradient Matching for Domain Generalization☆119Updated 3 years ago
- A project to add scalable state-of-the-art out-of-distribution detection (open set recognition) support by changing two lines of code! Pe…☆75Updated 2 years ago
- This repository contains the code for our paper "Probabilistic Contrastive Learning Recovers the Correct Aleatoric Uncertainty of Ambiguo…☆40Updated last year
- Official code for "Mean Shift for Self-Supervised Learning"☆57Updated 3 years ago
- An unopinionated replacement for PyTorch's Dataset and ImageFolder, that handles Tar archives☆76Updated 2 years ago
- ☆58Updated 3 years ago
- Robust Contrastive Learning Using Negative Samples with Diminished Semantics (NeurIPS 2021)☆38Updated 3 years ago
- [ICML 2020] code for the flooding regularizer proposed in "Do We Need Zero Training Loss After Achieving Zero Training Error?"☆91Updated 2 years ago
- The official PyTorch implementation - Can Neural Nets Learn the Same Model Twice? Investigating Reproducibility and Double Descent from t…☆78Updated 2 years ago