LipSDP - Lipschitz Estimation for Neural Networks
☆74Mar 7, 2022Updated 4 years ago
Alternatives and similar repositories for LipSDP
Users that are interested in LipSDP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Mixed integer programming for computing lipschitz constants of ReLU Networks☆17Feb 10, 2023Updated 3 years ago
- ☆59Mar 29, 2023Updated 3 years ago
- ☆28Sep 27, 2024Updated 2 years ago
- Direct parameterization of Lipschitz-bounded deep networks☆15May 28, 2023Updated 3 years ago
- Reference implementations for RecurJac, CROWN, FastLin and FastLip (Neural Network verification and robustness certification algorithms)…☆27Nov 23, 2019Updated 6 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- Code for paper Almost-Orthogonal Layers for Efficient General-Purpose Lipschitz Networks☆13Aug 9, 2022Updated 4 years ago
- The latest source code of the tool Flow*☆30Jan 15, 2023Updated 3 years ago
- [NeurIPS 2023] and [ICLR 2024] for robustness certification.☆10Nov 30, 2024Updated last year
- Code for Spectral Norm of Convolutional Layers with Circular and Zero Paddings and Efficient Bound of Lipschitz Constant for Convolutiona…☆16Feb 2, 2024Updated 2 years ago
- ☆13Jul 2, 2024Updated 2 years ago
- Repository for reproducing `Model-Based Robust Deep Learning`☆17Jan 22, 2021Updated 5 years ago
- The code for the article ''Alternating Direction Method of Multipliers Based on ℓ2,0-Norm for Multiple Measurement Vector Problem''☆13Jul 18, 2025Updated last year
- A Closer Look at Accuracy vs. Robustness☆89May 17, 2021Updated 5 years ago
- Bilinear Adaptive Vector Approximate Message Passing☆14Jun 16, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- "SuperstarGAN: Generative adversarial networks for image-to-image translation in large-scale domains" in Neural Networks (Volume 162, May…☆13Mar 30, 2023Updated 3 years ago
- Benchmark for LP-relaxed robustness verification of ReLU-networks☆42Apr 24, 2019Updated 7 years ago
- Neural network verification in JAX☆143Aug 18, 2023Updated 3 years ago
- A modified version of the cart-pole OpenAI Gym environment for testing different control policies☆13May 4, 2026Updated 4 months ago
- POLAR official tool☆21Feb 13, 2026Updated 7 months ago
- Exact Verification of ReLU Neural Control Barrier Functions☆12Oct 13, 2023Updated 2 years ago
- Reachability Analysis Tool of Neural Network Controlled Systems (NNCSs)☆17Mar 25, 2023Updated 3 years ago
- Code for 'Periodic Activation Functions Induce Stationarity' (NeurIPS 2021)☆21Oct 27, 2021Updated 4 years ago
- Magnetic resonance imaging (MRI) images are known to be sparse. This is an implementation using non-convex penalty function that encourag…☆19Aug 10, 2019Updated 7 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- CROWN: A Neural Network Verification Framework for Networks with General Activation Functions☆39Dec 13, 2018Updated 7 years ago
- GDVB| Systematic Generation of Diverse Benchmarks for DNN Verification☆10May 27, 2024Updated 2 years ago
- Formal Verification of Neural Feedback Loops (NFLs)☆86Sep 12, 2024Updated 2 years ago
- Adaptive Array Thinning for Enhanced DOA Estimation☆10Nov 19, 2015Updated 10 years ago
- Chainer implementation of CIFAR-10 dataset training☆12Dec 7, 2022Updated 3 years ago
- Codes for reproducing the robustness evaluation scores in “Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approac…☆51Sep 18, 2018Updated 8 years ago
- [NeurIPS 2022] Code for paper "Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation"☆28Dec 10, 2023Updated 2 years ago
- This repo contains variations of Orthogonal Matching Pursuit (OMP) Algorithm family. The family includes: Piecewise Orthogonal Matching P…☆22Jun 9, 2021Updated 5 years ago
- [PLDI 19'] An Inductive Synthesis Framework for Verifiable Reinforcement Learning☆14Jan 14, 2020Updated 6 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- NF-Layers for constructing neural functionals.☆95Jan 1, 2024Updated 2 years ago
- An implementation of ‘’Learned Conjugate Gradient Descent Network for Massive MIMO Detection‘’☆17Jan 15, 2020Updated 6 years ago
- Matlab Implenmentation of 5G NR MIMO Sphere Decoder☆17Jan 12, 2022Updated 4 years ago
- ☆11Apr 22, 2022Updated 4 years ago
- Generalized approximate message passing (GAMP) and generalized vector AMP (GVAMP) are Bayes-optimal algorithms widely used for unknown si…☆27Oct 14, 2021Updated 4 years ago
- Offical Repo for Firefly Neural Architecture Descent: a General Approach for Growing Neural Networks. Accepted by Neurips 2020.☆36Oct 26, 2020Updated 5 years ago
- ☆10Jun 3, 2019Updated 7 years ago