Collection of machine learning research paper references
☆26Feb 23, 2025Updated last year
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- Code for the CVPR 2020 [ORAL] paper "SAM: The Sensitivity of Attribution Methods to Hyperparameters"☆27Dec 8, 2022Updated 3 years ago
- ☆14Jul 2, 2019Updated 6 years ago
- 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
- ☆42May 20, 2020Updated 5 years ago
- A lightweight experimental logging library☆52Dec 23, 2025Updated 2 months ago
- A library for evaluating representations.☆77Nov 21, 2021Updated 4 years ago
- There and Back Again: Revisiting Backpropagation Saliency Methods (CVPR 2020)☆53Apr 7, 2020Updated 5 years ago
- ☆91Nov 15, 2019Updated 6 years ago
- A pytorch implementation of Progressive-GAN that is actually works, readable and simple to customize☆85Mar 12, 2022Updated 3 years ago
- A PyTorch implementation of SSCR☆23Aug 12, 2024Updated last year
- PyTorch Implementation of OpenAI GPT☆128Jun 28, 2023Updated 2 years ago
- A Python library for mathematical optimization☆141Sep 27, 2024Updated last year
- Testing Nerual Tangent Kernel (NTK) on small UCI datasets☆80Oct 7, 2019Updated 6 years ago
- Density-preserving data visualization tools den-SNE and densMAP☆116Apr 27, 2021Updated 4 years ago
- Generative Probabilistic Novelty Detection with Adversarial Autoencoders☆131Dec 7, 2020Updated 5 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
- Graph Neural Network☆44Oct 21, 2021Updated 4 years ago
- [CVPR 2020] Official Implementation: "Your Local GAN: Designing Two Dimensional Local Attention Mechanisms for Generative Models".☆137Nov 22, 2022Updated 3 years ago
- Code repository for the paper "Attentive Group Equivariant Convolutional Neural Networks" published at ICML 2020. https://arxiv.org/abs/2…☆53Jul 7, 2020Updated 5 years ago
- Neural Ensemble Search for Uncertainty Estimation and Dataset Shift☆33Jan 10, 2026Updated last month
- 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
- Example codes for the book Applied Stochastic Differential Equations☆206Oct 27, 2025Updated 4 months ago
- Exploring Random Encoders for Sentence Classification☆183Mar 6, 2020Updated 5 years ago
- BiGAN implementation in Keras to detect similarities in Landscapes.☆173Jul 26, 2019Updated 6 years ago
- An implementation of piecewise linear time warping for multi-dimensional time series alignment☆188Aug 15, 2024Updated last year
- 📜 Self-Supervised Learning from Images: Up-to-date reading list.☆202Mar 29, 2022Updated 3 years ago
- Code for Piggyback: Adapting a Single Network to Multiple Tasks by Learning to Mask Weights☆184May 2, 2019Updated 6 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
- Code and Data for ACL 2020 paper "Few-Shot NLG with Pre-Trained Language Model"☆190May 23, 2025Updated 9 months ago
- API for accessing the GraphLog dataset☆90May 3, 2024Updated last year
- self-studying the Sutton & Barto the hard way☆204Nov 27, 2021Updated 4 years ago
- Books, papers and links to latest research in ML/AI☆93Jul 8, 2024Updated last year
- Data Shapley: Equitable Valuation of Data for Machine Learning☆288May 1, 2024Updated last year
- Lectures for INFO8006 Introduction to Artificial Intelligence, ULiège☆411Jan 20, 2026Updated last month
- Pre-trained NFNets with 99% of the accuracy of the official paper "High-Performance Large-Scale Image Recognition Without Normalization".☆158Mar 13, 2021Updated 4 years ago
- TensorFlow 2 library implementing Graph Neural Networks☆374Jul 13, 2023Updated 2 years ago
- ☆13Jun 18, 2021Updated 4 years ago
- My implementation of DeepMind's Perceiver☆63Apr 23, 2021Updated 4 years ago