Adversarial Learning

Composite Adversarial Attacks AAAI 2021 Conditional Variational Autoencoder with Adversarial Learning for End-to-End Text-to-Speech ICML 2021 Contrastive Adversarial Learning for Person Independent Facial Emotion Recognition AAAI 2021 Contrastive Learning with Adversarial Perturbations for Conditional Text Generation ICLR 2021 Counterfactual Adversarial Learning with Representation Interpolation EMNLP 2021 Crafting Adversarial Examples for Neural Machine Translation ACL 2021 Cross-Domain Gradient Discrepancy Minimization for Unsupervised Domain Adaptation CVPR 2021 Data Augmentation with Adversarial Training for Cross-Lingual NLI ACL 2021 Data-Free Universal Adversarial Perturbation and Black-Box Attack ICCV 2021 DAT: Training Deep Networks Robust To Label-Noise by Matching the Feature Distributions CVPR 2021 Deceive D: Adaptive Pseudo Augmentation for GAN Training with Limited Data NeurIPS 2021 DeepRobust: a Platform for Adversarial Attacks and Defenses AAAI 2021 Defending Multimodal Fusion Models Against Single-Source Adversaries CVPR 2021 Defense against Synonym Substitution-based Adversarial Attacks via Dirichlet Neighborhood Ensemble ACL 2021 DeHiB: Deep Hidden Backdoor Attack on Semi-supervised Learning via Adversarial Perturbation AAAI 2021 Demiguise Attack: Crafting Invisible Semantic Adversarial Perturbations with Perceptual Similarity IJCAI 2021 Demoting the Lead Bias in News Summarization via Alternating Adversarial Learning ACL 2021 Detect and Perturb: Neutral Rewriting of Biased and Sensitive Text via Gradient-based Decoding EMNLP 2021 Detecting Adversarial Examples from Sensitivity Inconsistency of Spatial-Transform Domain AAAI 2021 Dethroning Aristocracy in Graphs via Adversarial Perturbations (Student Abstract) AAAI 2021 DIBS: Diversity Inducing Information Bottleneck in Model Ensembles AAAI 2021 Distilling Robust and Non-Robust Features in Adversarial Examples by Information Bottleneck NeurIPS 2021 DivCo: Diverse Conditional Image Synthesis via Contrastive Generative Adversarial Network CVPR 2021 Drawing Robust Scratch Tickets: Subnetworks with Inborn Robustness Are Found within Randomly Initialized Networks NeurIPS 2021 DSRNA: Differentiable Search of Robust Neural Architectures CVPR 2021