Adversarial Learning

Attention Based Data Hiding with Generative Adversarial Networks AAAI 2020 Attentive User-Engaged Adversarial Neural Network for Community Question Answering AAAI 2020 Augmenting Generative Adversarial Networks for Speech Emotion Recognition Interspeech 2020 A U-Net Based Discriminator for Generative Adversarial Networks CVPR 2020 Author Name Disambiguation on Heterogeneous Information Network with Adversarial Representation Learning AAAI 2020 Avoiding the Hypothesis-Only Bias in Natural Language Inference via Ensemble Adversarial Training EMNLP 2020 Backpropagating Linearly Improves Transferability of Adversarial Examples NeurIPS 2020 Bayesian Adversarial Attack on Graph Neural Networks (Student Abstract) AAAI 2020 Benign Examples: Imperceptible Changes Can Enhance Image Translation Performance AAAI 2020 Bidirectional Adversarial Training for Semi-Supervised Domain Adaptation IJCAI 2020 Boosting the Transferability of Adversarial Samples via Attention CVPR 2020 Bridging Maximum Likelihood and Adversarial Learning via α-Divergence AAAI 2020 Bridging the Gap Between f-GANs and Wasserstein GANs ICML 2020 Bursting the Filter Bubble: Fairness-Aware Network Link Prediction AAAI 2020 CAG: A Real-Time Low-Cost Enhanced-Robustness High-Transferability Content-Aware Adversarial Attack Generator AAAI 2020 CANZSL: Cycle-Consistent Adversarial Networks for Zero-Shot Learning from Natural Language WACV 2020 CatGAN: Category-Aware Generative Adversarial Networks with Hierarchical Evolutionary Learning for Category Text Generation AAAI 2020 CAT-Gen: Improving Robustness in NLP Models via Controlled Adversarial Text Generation EMNLP 2020 CD-UAP: Class Discriminative Universal Adversarial Perturbation AAAI 2020 Celeb-DF: A Large-Scale Challenging Dataset for DeepFake Forensics CVPR 2020 Certified Defense to Image Transformations via Randomized Smoothing NeurIPS 2020 Certified Robustness of Graph Convolution Networks for Graph Classification under Topological Attacks NeurIPS 2020 Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation IJCAI 2020 Clean-Label Backdoor Attacks on Video Recognition Models CVPR 2020 C-MI-GAN : Estimation of Conditional Mutual Information using MinMax formulation UAI 2020