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REGLO: Provable Neural Network Repair for Global Robustness Properties.

, , , , , , , , and . AAAI, page 12061-12071. AAAI Press, (2024)

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Divide and Slide: Layer-Wise Refinement for Output Range Analysis of Deep Neural Networks., , , , and . IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 39 (11): 3323-3335 (2020)POLAR: A Polynomial Arithmetic Framework for Verifying Neural-Network Controlled Systems., , , , and . ATVA, volume 13505 of Lecture Notes in Computer Science, page 414-430. Springer, (2022)REGLO: Provable Neural Network Repair for Global Robustness Properties., , , , , , , , and . AAAI, page 12061-12071. AAAI Press, (2024)Towards Verification-Aware Knowledge Distillation for Neural-Network Controlled Systems: Invited Paper., , , , and . ICCAD, page 1-8. ACM, (2019)Pipelined implementation of serial comparison based iterative sort on FPGA., , and . AIAM, page 26-30. ACM, (2020)Know the Unknowns: Addressing Disturbances and Uncertainties in Autonomous Systems : Invited Paper., , , , , , , , , and 1 other author(s). ICCAD, page 82:1-82:9. IEEE, (2020)POLAR: A Polynomial Arithmetic Framework for Verifying Neural-Network Controlled Systems., , , , and . CoRR, (2021)Towards provably safe and robust learning-enabled systems. Boston University, USA, (2022)ARCH-COMP20 Category Report: Artificial Intelligence and Neural Network Control Systems (AINNCS) for Continuous and Hybrid Systems Plants., , , , , , , , , and . ARCH, volume 74 of EPiC Series in Computing, page 107-139. EasyChair, (2020)Safety-Guided Deep Reinforcement Learning via Online Gaussian Process Estimation., and . CoRR, (2019)