Adversarial Learning

Second-Order NLP Adversarial Examples EMNLP 2020 Second-Order Provable Defenses against Adversarial Attacks ICML 2020 Self-adaptive Re-weighted Adversarial Domain Adaptation IJCAI 2020 Selfish Robustness and Equilibria in Multi-Player Bandits COLT 2020 Self-Supervised Adversarial Multi-Task Learning for Vocoder-Based Monaural Speech Enhancement Interspeech 2020 Semantic Consistency and Identity Mapping Multi-Component Generative Adversarial Network for Person Re-Identification WACV 2020 Seq2Sick: Evaluating the Robustness of Sequence-to-Sequence Models with Adversarial Examples AAAI 2020 SGD Learns One-Layer Networks in WGANs ICML 2020 Sharp Statistical Guaratees for Adversarially Robust Gaussian Classification ICML 2020 Sign Bits Are All You Need for Black-Box Attacks ICLR 2020 Sign-OPT: A Query-Efficient Hard-label Adversarial Attack ICLR 2020 SimGANs: Simulator-Based Generative Adversarial Networks for ECG Synthesis to Improve Deep ECG Classification ICML 2020 Single-Side Domain Generalization for Face Anti-Spoofing CVPR 2020 Single-Step Adversarial Training With Dropout Scheduling CVPR 2020 Small-GAN: Speeding up GAN Training using Core-Sets ICML 2020 SmoothFool: An Efficient Framework for Computing Smooth Adversarial Perturbations WACV 2020 Smoothing Adversarial Domain Attack and P-Memory Reconsolidation for Cross-Domain Person Re-Identification CVPR 2020 Smooth markets: A basic mechanism for organizing gradient-based learners ICLR 2020 Smoothness and Stability in GANs ICLR 2020 Solving Jigsaw Puzzles With Eroded Boundaries CVPR 2020 Spatiotemporally Constrained Action Space Attacks on Deep Reinforcement Learning Agents AAAI 2020 Speaker Identification for Household Scenarios with Self-Attention and Adversarial Training Interspeech 2020 Speech-to-Singing Conversion Based on Boundary Equilibrium GAN Interspeech 2020 Spherical Space Domain Adaptation With Robust Pseudo-Label Loss CVPR 2020 SSAH: Semi-Supervised Adversarial Deep Hashing with Self-Paced Hard Sample Generation AAAI 2020