Adversarial Learning

Glow-WaveGAN: Learning Speech Representations from GAN-Based Variational Auto-Encoder for High Fidelity Flow-Based Speech Synthesis Interspeech 2021 Gradient-based Adversarial Attacks against Text Transformers EMNLP 2021 Gradient-Based Adversarial Factual Consistency Evaluation for Abstractive Summarization EMNLP 2021 Gradient-Free Adversarial Training Against Image Corruption for Learning-based Steering NeurIPS 2021 Graph Adversarial Self-Supervised Learning NeurIPS 2021 HiGAN: Handwriting Imitation Conditioned on Arbitrary-Length Texts and Disentangled Styles AAAI 2021 High-Fidelity Parallel WaveGAN with Multi-Band Harmonic-Plus-Noise Model Interspeech 2021 How Robust Are Randomized Smoothing Based Defenses to Data Poisoning? CVPR 2021 How Well Generative Adversarial Networks Learn Distributions JMLR 2021 Improving Adversarial Robustness via Probabilistically Compact Loss with Logit Constraints AAAI 2021 Improving Calibration through the Relationship with Adversarial Robustness NeurIPS 2021 Improving Commonsense Causal Reasoning by Adversarial Training and Data Augmentation AAAI 2021 Improving Ensemble Robustness by Collaboratively Promoting and Demoting Adversarial Robustness AAAI 2021 Improving Gradient Regularization using Complex-Valued Neural Networks ICML 2021 Improving the Efficiency and Robustness of Deepfakes Detection Through Precise Geometric Features CVPR 2021 Improving the Transferability of Adversarial Samples With Adversarial Transformations CVPR 2021 Improving Transferability of Adversarial Patches on Face Recognition With Generative Models CVPR 2021 Improving Zero-Shot Cross-Lingual Transfer Learning via Robust Training EMNLP 2021 Influence Tuning: Demoting Spurious Correlations via Instance Attribution and Instance-Driven Updates EMNLP 2021 Information-Theoretic Regularization for Multi-Source Domain Adaptation ICCV 2021 Initiative Defense against Facial Manipulation AAAI 2021 Instance-Wise Hard Negative Example Generation for Contrastive Learning in Unpaired Image-to-Image Translation ICCV 2021 Investigating Contributions of Speech and Facial Landmarks for Talking Head Generation Interspeech 2021 Investigating Deep Neural Structures and their Interpretability in the Domain of Voice Conversion Interspeech 2021 Invisible Perturbations: Physical Adversarial Examples Exploiting the Rolling Shutter Effect CVPR 2021