adversarial training

MaxUp: Lightweight Adversarial Training With Data Augmentation Improves Neural Network Training CVPR 2021 MeGA-CDA: Memory Guided Attention for Category-Aware Unsupervised Domain Adaptive Object Detection CVPR 2021 MixACM: Mixup-Based Robustness Transfer via Distillation of Activated Channel Maps NeurIPS 2021 Mosaicking to Distill: Knowledge Distillation from Out-of-Domain Data NeurIPS 2021 Multidimensional Uncertainty-Aware Evidential Neural Networks AAAI 2021 Multi-Layer Random Perturbation Training for improving Model Generalization Efficiently EMNLP 2021 Neural Architecture Dilation for Adversarial Robustness NeurIPS 2021 Neural Video Portrait Relighting in Real-Time via Consistency Modeling ICCV 2021 N-Singer: A Non-Autoregressive Korean Singing Voice Synthesis System for Pronunciation Enhancement Interspeech 2021 OCHADAI-KYOTO at SemEval-2021 Task 1: Enhancing Model Generalization and Robustness for Lexical Complexity Prediction SemEval 2021 On the Algorithmic Stability of Adversarial Training NeurIPS 2021 On the Generalization Properties of Adversarial Training AISTATS 2021 OoMMix: Out-of-manifold Regularization in Contextual Embedding Space for Text Classification ACL 2021 OpenAttack: An Open-source Textual Adversarial Attack Toolkit ACL 2021 Open Intent Extraction from Natural Language Interactions (Extended Abstract) IJCAI 2021 PALI at SemEval-2021 Task 2: Fine-Tune XLM-RoBERTa for Word in Context Disambiguation SemEval 2021 PAW at SemEval-2021 Task 2: Multilingual and Cross-lingual Word-in-Context Disambiguation : Exploring Cross Lingual Transfer, Augmentations and Adversarial Training SemEval 2021 Pragmatic Image Compression for Human-in-the-Loop Decision-Making NeurIPS 2021 Privacy-Preserving Feature Extraction for Cloud-Based Wake Word Verification Interspeech 2021 Probabilistic Margins for Instance Reweighting in Adversarial Training NeurIPS 2021 Provable Robustness of Adversarial Training for Learning Halfspaces with Noise ICML 2021 Provably robust classification of adversarial examples with detection ICLR 2021 RADDLE: An Evaluation Benchmark and Analysis Platform for Robust Task-oriented Dialog Systems ACL 2021 Reality Transform Adversarial Generators for Image Splicing Forgery Detection and Localization ICCV 2021 Recent Advances in Adversarial Training for Adversarial Robustness IJCAI 2021