[NeurIPS 2022] Code for paper "Efficiently Computing Local Lipschitz Constants of Neural Networks via Bound Propagation"
☆27Dec 10, 2023Updated 2 years ago
Alternatives and similar repositories for Local-Lipschitz-Constants
Users that are interested in Local-Lipschitz-Constants are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Reference implementations for RecurJac, CROWN, FastLin and FastLip (Neural Network verification and robustness certification algorithms)…☆27Nov 23, 2019Updated 6 years ago
- ☆15Dec 7, 2021Updated 4 years ago
- Official implementation for Training Certifiably Robust Neural Networks with Efficient Local Lipschitz Bounds (NeurIPS, 2021).☆25Sep 4, 2022Updated 3 years ago
- β-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Verification☆31Nov 9, 2021Updated 4 years ago
- Code for paper "Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers"☆17Jan 27, 2023Updated 3 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.
- Code of On L-p Robustness of Decision Stumps and Trees, ICML 2020☆10Aug 3, 2020Updated 5 years ago
- Linear and interval bound propagation in Pytorch with easy-to-use API and GPU support.☆11Apr 28, 2026Updated last week
- Interval Analysis and Mixed Monotone Reachability in JAX☆20Feb 22, 2026Updated 2 months ago
- Fourth edition of VNN COMP (2023)☆16Apr 12, 2023Updated 3 years ago
- ☆10Apr 21, 2023Updated 3 years ago
- CAV'22 paper to speed up Neural Network Verification.☆13Dec 19, 2022Updated 3 years ago
- auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs☆344Feb 3, 2026Updated 3 months ago
- alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, 2023, 2024, 2025)☆365Jan 17, 2026Updated 3 months ago
- ☆17Aug 2, 2022Updated 3 years 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.
- Benchmark of robust self-supervised learning (RobustSSL) methods & Code for AutoLoRa (ICLR 2024).☆19Dec 10, 2025Updated 4 months ago
- OVAL framework for BaB-based Neural Network Verification☆17Dec 18, 2025Updated 4 months ago
- ☆59Mar 29, 2023Updated 3 years ago
- Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTor…☆97Jun 7, 2021Updated 4 years ago
- Mixed integer programming for computing lipschitz constants of ReLU Networks☆17Feb 10, 2023Updated 3 years ago
- Attack AlphaZero Go agents (NeurIPS 2022)☆22Dec 3, 2022Updated 3 years ago
- ☆21May 13, 2022Updated 3 years ago
- [ICLR 2022] "Sparsity Winning Twice: Better Robust Generalization from More Efficient Training" by Tianlong Chen*, Zhenyu Zhang*, Pengjun…☆40Mar 20, 2022Updated 4 years ago
- PLANET: a Piece-wise LineAr feed-forward NEural network verification Tool☆43Feb 5, 2019Updated 7 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- [NeurIPS 2021] Fast Certified Robust Training with Short Warmup☆25Jun 7, 2025Updated 10 months ago
- Fork of Microsoft/LightGBM to include support for the CEGB (Cost Efficient Gradient Boosting) algorithm. Original repository at https://g…☆13Jun 30, 2017Updated 8 years ago
- [ICML 2022] "Linearity Grafting: Relaxed Neuron Pruning Helps Certifiable Robustness" by Tianlong Chen*, Huan Zhang*, Zhenyu Zhang, Shiyu…☆16Jun 22, 2022Updated 3 years ago
- Keeps track of popular provable training and verification approaches towards robust neural networks, including leaderboards on popular da…☆19Jun 12, 2024Updated last year
- VNN Neural Network Verification Competition 2021☆36Jul 17, 2021Updated 4 years ago
- [NeurIPS 2019] H. Chen*, H. Zhang*, S. Si, Y. Li, D. Boning and C.-J. Hsieh, Robustness Verification of Tree-based Models (*equal contrib…☆27Jun 15, 2019Updated 6 years ago
- Adversarial examples for Seq2Seq model in NLP☆40Nov 3, 2018Updated 7 years ago
- In this project I implemented the Unscented Kalman Filter to estimate the state of multiple cars on a highway using noisy lidar and radar…☆12Feb 21, 2020Updated 6 years ago
- Code for Stability Training with Noise (STN)☆22Dec 27, 2020Updated 5 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- For TAMP experiments using Drake☆13Jun 4, 2024Updated last year
- Self Reproduction Code of Paper "Reducing Transformer Key-Value Cache Size with Cross-Layer Attention (MIT CSAIL)☆17May 24, 2024Updated last year
- Implementation of the paper "Improving the Accuracy-Robustness Trade-off of Classifiers via Adaptive Smoothing".☆10Feb 6, 2024Updated 2 years ago
- Argumentative microtexts annotated with RST, SDRT and argumentation structure☆12Jun 19, 2016Updated 9 years ago
- Extension of MultivariatePolynomials to moments of multivariate measures☆15Apr 22, 2026Updated last week
- Demonstration Agents for AIOS☆16Dec 25, 2024Updated last year
- Repository containing the PhD Thesis "Formal Verification of Deep Reinforcement Learning Agents"☆11Aug 29, 2022Updated 3 years ago