Unofficial Pytorch code for "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence" in NeurIPS'20. This repo contains reproduced checkpoints.
☆203Apr 12, 2021Updated 4 years ago
Alternatives and similar repositories for FixMatch-pytorch
Users that are interested in FixMatch-pytorch are comparing it to the libraries listed below
Sorting:
- Unofficial PyTorch implementation of "FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence"☆796May 11, 2023Updated 2 years ago
- ☆14Jul 2, 2019Updated 6 years ago
- Code for the CVPR 2020 [ORAL] paper "SAM: The Sensitivity of Attribution Methods to Hyperparameters"☆27Dec 8, 2022Updated 3 years ago
- Collection of machine learning research paper references☆26Feb 23, 2025Updated last year
- Run fully connected artificial neural networks with dropout applied (mini)batchwise, rather than samplewise. Given two hidden layers each…☆15May 18, 2015Updated 10 years ago
- A simple method to perform semi-supervised learning with limited data.☆1,204Jul 30, 2024Updated last year
- Estimating Example Difficulty using Variance of Gradients☆64Jan 10, 2023Updated 3 years ago
- Character-Preserving Coherent Story Visualization, ECCV 2020☆42Mar 12, 2021Updated 4 years ago
- Graph Neural Network☆44Oct 21, 2021Updated 4 years ago
- A library for evaluating representations.☆77Nov 21, 2021Updated 4 years ago
- A lightweight experimental logging library☆52Dec 23, 2025Updated 2 months ago
- Code base for the precision, recall, density, and coverage metrics for generative models. ICML 2020.☆271Jan 9, 2023Updated 3 years ago
- A PyTorch implementation of SSCR☆23Aug 12, 2024Updated last year
- Pytorch Implementation of the paper MixMatch: A Holistic Approach to Semi-Supervised Learning (https://arxiv.org/pdf/1905.02249.pdf)☆123May 30, 2019Updated 6 years ago
- Generative Probabilistic Novelty Detection with Adversarial Autoencoders☆131Dec 7, 2020Updated 5 years ago
- ☆112Aug 6, 2024Updated last year
- Materials for the practical sessions at EEML2019☆79Jul 1, 2020Updated 5 years ago
- Course notes and notebooks to teach the fundamentals of how deep learning works; uses PyTorch.☆80Feb 16, 2021Updated 5 years ago
- A pytorch implementation of Progressive-GAN that is actually works, readable and simple to customize☆85Mar 12, 2022Updated 3 years ago
- [ICML 2021] GraphNorm: A Principled Approach to Accelerating Graph Neural Network Training (official implementation)☆107Dec 19, 2022Updated 3 years ago
- AdamP: Slowing Down the Slowdown for Momentum Optimizers on Scale-invariant Weights (ICLR 2021)☆415Jan 13, 2021Updated 5 years ago
- Testing Nerual Tangent Kernel (NTK) on small UCI datasets☆80Oct 7, 2019Updated 6 years ago
- ☆91Nov 15, 2019Updated 6 years ago
- Code for CoMatch: Semi-supervised Learning with Contrastive Graph Regularization☆129May 1, 2025Updated 10 months ago
- Semi-supervised learning via Compact Latent Space Clustering☆50Jun 6, 2019Updated 6 years ago
- [CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".☆137Nov 22, 2022Updated 3 years ago
- Deep learning course CE7454, 2020☆29Oct 21, 2020Updated 5 years ago
- A easy to use API to store outputs from forward/backward hooks in Pytorch☆36Aug 19, 2019Updated 6 years ago
- JAvascript Design Environment☆88Apr 14, 2023Updated 2 years ago
- PyTorch Implementation of OpenAI GPT☆128Jun 28, 2023Updated 2 years ago
- Code for the Proceedings of the National Academy of Sciences 2020 article, "Understanding the Role of Individual Units in a Deep Neural N…☆307Jan 9, 2021Updated 5 years ago
- Density-preserving data visualization tools den-SNE and densMAP☆117Apr 27, 2021Updated 4 years ago
- Code for Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights☆184May 2, 2019Updated 6 years ago
- Code and Data for ACL 2020 paper "Few-Shot NLG with Pre-Trained Language Model"☆190May 23, 2025Updated 9 months ago
- ☆13Jun 18, 2021Updated 4 years ago
- Wrapper for a PyTorch classifier which allows it to output prediction sets. The sets are theoretically guaranteed to contain the true cla…☆255Jan 23, 2023Updated 3 years ago
- A Python library for mathematical optimization☆141Sep 27, 2024Updated last year
- PyTorch implementation of L2L execution algorithm☆108Jan 16, 2023Updated 3 years ago
- Exploring Random Encoders for Sentence Classification☆183Mar 6, 2020Updated 5 years ago