XinshaoAmosWang / DeepCriticalLearningLinks
Deep Critical Learning. Implementation of ProSelfLC, IMAE, DM, etc.
☆31Updated 2 years ago
Alternatives and similar repositories for DeepCriticalLearning
Users that are interested in DeepCriticalLearning are comparing it to the libraries listed below
Sorting:
- Cyclemoid implementation for PyTorch☆90Updated 3 years ago
- Domain Adaptation☆23Updated 3 years ago
- ☆37Updated 3 years ago
- Implements sharpness-aware minimization (https://arxiv.org/abs/2010.01412) in TensorFlow 2.☆61Updated 3 years ago
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆130Updated 3 years ago
- SPEAR: Programmatically label and build training data quickly.☆108Updated last year
- (ICML 2021) Mandoline: Model Evaluation under Distribution Shift☆30Updated 4 years ago
- This repository accompanies the paper "Learning Concept Embeddings from Temporal Data" (Meyer, Van Der Merwe, and Coetsee, 2018)☆59Updated 7 years ago
- Code for the anonymous submission "Cockpit: A Practical Debugging Tool for Training Deep Neural Networks"☆31Updated 4 years ago
- A neural network hyper parameter tuner☆30Updated last year
- Explores the ideas presented in Deep Ensembles: A Loss Landscape Perspective (https://arxiv.org/abs/1912.02757) by Stanislav Fort, Huiyi …☆65Updated 5 years ago
- Papers and code related to 'Less Than One'-Shot (LO-Shot) Learning☆88Updated last year
- TensorFlow implementation of Barlow Twins (https://arxiv.org/abs/2103.03230).☆41Updated 4 years ago
- ☆42Updated 5 years ago
- Library that contains implementations of machine learning components in the hyperbolic space☆143Updated last year
- Official implementation of the paper "Topographic VAEs learn Equivariant Capsules"☆80Updated 3 years ago
- DeViSE model (zero-shot learning) trained on ImageNet and deployed on AWS using Docker☆47Updated 6 years ago
- ☆10Updated last year
- Data Twinning☆25Updated 2 years ago
- ☆78Updated 5 years ago
- Official repository for our ICLR 2021 paper Evaluating the Disentanglement of Deep Generative Models with Manifold Topology☆36Updated 4 years ago
- notebooks of cool EBM visualizations☆15Updated 4 years ago
- Hyperparameter tuning via uncertainty modeling☆48Updated last year
- Re-implementation of 'Grokking: Generalization beyond overfitting on small algorithmic datasets'☆38Updated 3 years ago
- A project to improve out-of-distribution detection (open set recognition) and uncertainty estimation by changing a few lines of code in y…☆44Updated 3 years ago
- Large dataset storage format for Pytorch☆45Updated 4 years ago
- Quantification of Uncertainty with Adversarial Models☆29Updated 2 years ago
- (partial) replication of results from https://arxiv.org/abs/1912.07768☆26Updated 5 years ago
- ☆34Updated 2 years ago
- A multi-label text classifier to predict the subject areas of arXiv papers from their abstract bodies.☆17Updated 4 years ago