[NeurIPS 2022] A novel 1-Lipschitz network that can be efficiently trained to achieve certified L-infinity robustness for free!
☆32Oct 25, 2022Updated 3 years ago
Alternatives and similar repositories for SortNet
Users that are interested in SortNet are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [ICLR 2022] Training L_inf-dist-net with faster acceleration and better training strategies☆22Mar 16, 2022Updated 4 years ago
- [ICML 2021] This is the official github repo for training L_inf dist nets with high certified accuracy.☆41Mar 16, 2022Updated 4 years ago
- ☆15Jul 24, 2022Updated 4 years ago
- Official Code for Efficient and Effective Augmentation Strategy for Adversarial Training (NeurIPS-2022)☆16Mar 29, 2023Updated 3 years ago
- Detect wildfires using ML on images from cameras on vantage points☆11Aug 1, 2026Updated 2 weeks ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Official Code for Scaling Adversarial Training to Large Perturbation Bounds (ECCV-2022)☆11Nov 25, 2022Updated 3 years ago
- Code for paper Almost-Orthogonal Layers for Efficient General-Purpose Lipschitz Networks☆13Aug 9, 2022Updated 4 years ago
- Code and results accompanying our paper titled Leveraging Unlabeled Data to Predict Out-of-Distribution Performance at ICLR 2022☆11Dec 8, 2022Updated 3 years ago
- Lipschitz Neural Networks described in "Sorting Out Lipschitz Function Approximation" (ICML 2019).☆59Jun 1, 2020Updated 6 years ago
- Single-Life Reinforcement Learning☆14Dec 17, 2022Updated 3 years ago
- Deriving steepest descent convergence bounds and hyperparameter scaling laws in machine learning optimization from first principles, form…☆16Apr 11, 2026Updated 4 months ago
- [NeurIPS 2023] and [ICLR 2024] for robustness certification.