Popular GitHub Repositories for Crown Ibp

auto_LiRPA: An Automatic Linear Relaxation based Perturbation Analysis Library for Neural Networks and General Computational Graphs

alpha-beta-CROWN: An Efficient, Scalable and GPU Accelerated Neural Network Verifier (winner of VNN-COMP 2021, 2022, 2023, and 2024)

Certified defense to adversarial examples using CROWN and IBP. Also includes GPU implementation of CROWN verification algorithm (in PyTorch).

β-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Neural Network Verification

Fastened CROWN: Tightened Neural Network Robustness Certificates

Detect crown-of-thorns starfish (COTS) in underwater image data based on YOLOv5 and Weighted Box Fusion (WBF). Kaggle: TensorFlow - Help Protect the Great Barrier Reef

Set up a seamless process where historical sales data in SAP Integrated Business Planning for Supply Chain is used to calculate the statistical forecast via a forecasting algorithm based on Prophet implemented in SAP Data Intelligence.

A repository about Robust Deep Neural Networks with Uncertainty, Local Competition and Error-Correcting-Output-Codes in TensorFlow.

Paper: An Intelligent Bi-Directional Parallel B* Routing Algorithm Implementation (A* B* Pathfinding)