Robustness Evaluation Of Stacked Generative Adversarial Networks Using Metamorphic Testing

Robustness Evaluation of Stacked Generative Adversarial Networks using Metamorphic Testing

ICSE 2021 Workshops

ASE2020: TestMC: Testing Model Counters using Differential and Metamorphic Testing

Association for Computing Machinery (ACM)

Noise Robust Generative Adversarial Networks

ComputerVisionFoundation Videos

Tutorial on Generative adversarial networks - Evaluating Generative Models

ComputerVisionFoundation Videos

DeepRoad: GAN-based Metamorphic Testing for Self-driving Cars

Robust Estimation and Generative Adversarial Nets

Simons Institute

Robust Assessment of Real-World Adversarial Examples

ComputerVisionFoundation Videos

Benchmarking Adversarial Robustness on Image Classification

ComputerVisionFoundation Videos

Enhancing Intrinsic Adversarial Robustness via Feature Pyramid Decoder

ComputerVisionFoundation Videos

On Evaluating Adversarial Robustness

#52 - Dr. HADI SALMAN - Adversarial Examples Beyond Security [MIT]

Machine Learning Street Talk

Generalization and Equilibrium in Generative Adversarial Nets (GANs)

Simons Institute

Achieving Robustness in the Wild via Adversarial Mixing With Disentangled Representations

ComputerVisionFoundation Videos

Dreaming up Metamorphic Relations: Experiences from Three Fuzzer Tools

ICSE 2021 Workshops

Getting Robust: Securing Neural Networks against Adversarial Attacks

The University of Melbourne

Adversarial Vertex Mixup: Toward Better Adversarially Robust Generalization

ComputerVisionFoundation Videos

MORGAN: Meta-Learning-based Few-Shot Open-Set Recognition via Generative Adversarial Network

ComputerVisionFoundation Videos

Adversarial Robustness

Conditional Generative Adversarial Networks: Iterative Generation and Holistic Evaluation