Adversarial Learning

Understanding Catastrophic Overfitting in Single-step Adversarial Training AAAI 2021 Understanding Over-parameterization in Generative Adversarial Networks ICLR 2021 Understanding Robustness in Teacher-Student Setting: A New Perspective AISTATS 2021 Understanding Structural Vulnerability in Graph Convolutional Networks IJCAI 2021 Understanding the Limits of Unsupervised Domain Adaptation via Data Poisoning NeurIPS 2021 Understanding the Robustness of Skeleton-Based Action Recognition Under Adversarial Attack CVPR 2021 Universal Adversarial Attacks with Natural Triggers for Text Classification NAACL 2021 Universal Adversarial Perturbations Through the Lens of Deep Steganography: Towards a Fourier Perspective AAAI 2021 Universal Spectral Adversarial Attacks for Deformable Shapes CVPR 2021 Unlearnable Examples: Making Personal Data Unexploitable ICLR 2021 Unpaired Image-to-Image Translation via Latent Energy Transport CVPR 2021 Unpaired Learning for High Dynamic Range Image Tone Mapping ICCV 2021 Unsupervised Domain Adaptation for Dysarthric Speech Detection via Domain Adversarial Training and Mutual Information Minimization Interspeech 2021 Unsupervised Multi-Target Domain Adaptation for Acoustic Scene Classification Interspeech 2021 Unsupervised Speech Recognition NeurIPS 2021 UPB at SemEval-2021 Task 5: Virtual Adversarial Training for Toxic Spans Detection SemEval 2021 UPB at SemEval-2021 Task 7: Adversarial Multi-Task Learning for Detecting and Rating Humor and Offense SemEval 2021 Using Adversarial Attacks to Reveal the Statistical Bias in Machine Reading Comprehension Models ACL 2021 VideoMoCo: Contrastive Video Representation Learning With Temporally Adversarial Examples CVPR 2021 Viewmaker Networks: Learning Views for Unsupervised Representation Learning ICLR 2021 Virtual Data Augmentation: A Robust and General Framework for Fine-tuning Pre-trained Models EMNLP 2021 VoiceMixer: Adversarial Voice Style Mixup NeurIPS 2021 Voting for the Right Answer: Adversarial Defense for Speaker Verification Interspeech 2021 WARP: Word-level Adversarial ReProgramming ACL 2021 Wasserstein Selective Transfer Learning for Cross-domain Text Mining EMNLP 2021