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:
- Domain Adaptation☆23Updated 3 years ago
- Cyclemoid implementation for PyTorch☆90Updated 3 years ago
- ☆37Updated 3 years ago
- (ICML 2021) Mandoline: Model Evaluation under Distribution Shift☆30Updated 4 years ago
- This repository contains a Jax implementation of conformal training corresponding to the ICLR'22 paper "learning optimal conformal classi…☆129Updated 3 years ago
- TensorFlow implementation of Barlow Twins (https://arxiv.org/abs/2103.03230).☆41Updated 4 years ago
- Official code for the Stochastic Polyak step-size optimizer☆139Updated last year
- Quantification of Uncertainty with Adversarial Models☆29Updated 2 years ago
- SPEAR: Programmatically label and build training data quickly.☆109Updated last year
- Library that contains implementations of machine learning components in the hyperbolic space☆142Updated last year
- Data Twinning☆25Updated 2 years ago
- ☆30Updated 3 years ago
- Implements sharpness-aware minimization (https://arxiv.org/abs/2010.01412) in TensorFlow 2.☆61Updated 3 years ago
- Code for the anonymous submission "Cockpit: A Practical Debugging Tool for Training Deep Neural Networks"☆31Updated 4 years ago
- This is the demo code associated with the paper: W. Gong , S. Tschiatschek, S. Nowozin, R.E. Turner, J.M. Hernández-Lobato, C.Zhang Icebr…☆43Updated 6 years ago
- Official repository for our ICLR 2021 paper Evaluating the Disentanglement of Deep Generative Models with Manifold Topology☆36Updated 4 years ago
- Large dataset storage format for Pytorch☆45Updated 4 years ago
- A neural network hyper parameter tuner☆30Updated last year
- This repository accompanies the paper "Learning Concept Embeddings from Temporal Data" (Meyer, Van Der Merwe, and Coetsee, 2018)☆59Updated 7 years ago
- Fast Differentiable Forest lib with the advantages of both decision trees and neural networks☆78Updated 3 years ago
- Papers and code related to 'Less Than One'-Shot (LO-Shot) Learning☆88Updated last year
- A Gentle Principled Introduction to Deep Reinforcement Learning☆19Updated 6 months ago
- Active and Sample-Efficient Model Evaluation☆25Updated 5 months ago
- This repository provides the code for replicating the experiments in the paper "Building One-Shot Semi-supervised (BOSS) Learning up to F…☆36Updated 5 years ago
- PyTorch reimplementation of the paper "HyperMixer: An MLP-based Green AI Alternative to Transformers" [arXiv 2022].☆17Updated 3 years ago
- A few baselines with a standard tabular model☆38Updated 5 years ago
- Implements EvoNorms B0 and S0 as proposed in Evolving Normalization-Activation Layers.☆11Updated 5 years ago
- Bayesianize: A Bayesian neural network wrapper in pytorch☆89Updated last year
- Official implementation of the paper "Interventions, Where and How? Experimental Design for Causal Models at Scale", NeurIPS 2022.☆20Updated 2 years ago
- Label shift experiments☆17Updated 4 years ago