ilia10000 / LO-ShotLinks
Papers and code related to 'Less Than One'-Shot (LO-Shot) Learning
☆88Updated last year
Alternatives and similar repositories for LO-Shot
Users that are interested in LO-Shot are comparing it to the libraries listed below
Sorting:
- ☆79Updated 5 years ago
- Python implementation of GLN in different frameworks☆97Updated 5 years ago
- ☆42Updated 5 years ago
- Tools for training explainable models using attribution priors.☆124Updated 4 years ago
- ☆26Updated 6 years ago
- A lightweight implementation of removal-based explanations for ML models.☆59Updated 4 years ago
- Official Tensorflow implementation of the paper "Y-Autoencoders: disentangling latent representations via sequential-encoding", Pattern R…☆52Updated 5 years ago
- Official code for the Stochastic Polyak step-size optimizer☆139Updated last year
- Implements sharpness-aware minimization (https://arxiv.org/abs/2010.01412) in TensorFlow 2.☆61Updated 4 years ago
- A Python package for unwrapping ReLU DNNs☆68Updated last year
- Repository for code release of paper "Robust Variational Autoencoders for Outlier Detection and Repair of Mixed-Type Data" (AISTATS 2020)☆50Updated 5 years ago
- Deep Critical Learning. Implementation of ProSelfLC, IMAE, DM, etc.☆31Updated 2 years ago
- Repo for open sourcing the NAMs.☆25Updated 5 years ago
- Notebook for comprehensive analysis of authors, organizations, and countries of ICML 2020 papers.☆56Updated 5 years ago
- ☆71Updated 4 years ago
- Pretrained TorchVision models on CIFAR10 dataset (with weights)☆24Updated 5 years ago
- Quick modules to turn regular Neural Networks to Bayesian Neural Networks with Dropout.☆35Updated 4 years ago
- Repo to accompany paper "Implicit Self-Regularization in Deep Neural Networks..."☆46Updated 6 years ago
- TF2.0 port for Augmix paper☆79Updated 5 years ago
- A few baselines with a standard tabular model☆38Updated 5 years ago
- ☆61Updated 2 years ago
- Data Twinning☆25Updated 2 years ago
- Implements stochastic line search☆118Updated 2 years ago
- PyTorch model training and layer saturation monitor☆82Updated 2 years ago
- (ICML 2021) Mandoline: Model Evaluation under Distribution Shift☆30Updated 4 years ago
- [NeurIPS'19] [PyTorch] Adaptive Regularization in NN☆68Updated 6 years ago
- Using / reproducing DAC from the paper "Disentangled Attribution Curves for Interpreting Random Forests and Boosted Trees"☆28Updated 4 years ago
- The most parameter efficient machine learning models on a few popular benchmarks☆42Updated 3 years ago
- Code for using CDEP from the paper "Interpretations are useful: penalizing explanations to align neural networks with prior knowledge" ht…☆128Updated 4 years ago
- Code for paper: "Support Vector Machines, Wasserstein's distance and gradient-penalty GANs maximize a margin"☆179Updated 5 years ago