Adversarial Learning

Robust Structured Declarative Classifiers for 3D Point Clouds: Defending Adversarial Attacks With Implicit Gradients CVPR 2022 RoChBert: Towards Robust BERT Fine-tuning for Chinese EMNLP 2022 Self-Supervised Learning of Adversarial Example: Towards Good Generalizations for Deepfake Detection CVPR 2022 Semantically Distributed Robust Optimization for Vision-and-Language Inference ACL 2022 Semi-supervised Adversarial Text Generation based on Seq2Seq models EMNLP 2022 Sleeper Agent: Scalable Hidden Trigger Backdoors for Neural Networks Trained from Scratch NeurIPS 2022 SlotGAN: Detecting Mentions in Text via Adversarial Distant Learning ACL 2022 SNAIL: Semi-Separated Uncertainty Adversarial Learning for Universal Domain Adaptation ACML 2022 SNN-RAT: Robustness-enhanced Spiking Neural Network through Regularized Adversarial Training NeurIPS 2022 So Different Yet So Alike! Constrained Unsupervised Text Style Transfer ACL 2022 Sparse Non-Local CRF CVPR 2022 Sparse-RS: A Versatile Framework for Query-Efficient Sparse Black-Box Adversarial Attacks AAAI 2022 Spatial Frequency Bias in Convolutional Generative Adversarial Networks AAAI 2022 SPECTRE: Spectral Conditioning Helps to Overcome the Expressivity Limits of One-shot Graph Generators ICML 2022 Stability Analysis and Generalization Bounds of Adversarial Training NeurIPS 2022 State-Aware Adversarial Training for Utterance-Level Dialogue Generation EMNLP 2022 Stochastic Variance Reduced Ensemble Adversarial Attack for Boosting the Adversarial Transferability CVPR 2022 Style Agnostic 3D Reconstruction via Adversarial Style Transfer WACV 2022 Style-ERD: Responsive and Coherent Online Motion Style Transfer CVPR 2022 StyleSwin: Transformer-Based GAN for High-Resolution Image Generation CVPR 2022 Subspace Adversarial Training CVPR 2022 Synergy-of-Experts: Collaborate to Improve Adversarial Robustness NeurIPS 2022 TABS: Efficient Textual Adversarial Attack for Pre-trained NL Code Model Using Semantic Beam Search EMNLP 2022 Target-Aware Dual Adversarial Learning and a Multi-Scenario Multi-Modality Benchmark To Fuse Infrared and Visible for Object Detection CVPR 2022 TextFusion: Privacy-Preserving Pre-trained Model Inference via Token Fusion EMNLP 2022