VNN 2020 - Verification of Neural Networks

VNN 2020 - Verification of Neural Networks

Conference on Computer-Aided Verification via YouTube Direct link

"Property Inference in ReLU Nets using Linear Interpolants" | VNN 2020

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"Property Inference in ReLU Nets using Linear Interpolants" | VNN 2020

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VNN 2020 - Verification of Neural Networks

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  1. 1 "Abstractions for Scalable Verification of AI-Controlled Cyber-Physical Systems" | VNN 2020
  2. 2 "End-to-end robustness for Sensing-Reasoning pipeline in adversarial environments" | VNN 2020
  3. 3 "Image Approximation for Feed Forward Neural Nets" | VNN 2020
  4. 4 "Execution-Guided Overapproximation (EGO) for Neural Network Verification" | VNN 2020
  5. 5 "Property Inference in ReLU Nets using Linear Interpolants" | VNN 2020
  6. 6 "L1-Norm Channel Pruning for Convolutional Neural Network Verification" | VNN 2020
  7. 7 VNN 2020 Live Session

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