Adversarial Learning

Bi-Classifier Determinacy Maximization for Unsupervised Domain Adaptation AAAI 2021 Bigram and Unigram Based Text Attack via Adaptive Monotonic Heuristic Search AAAI 2021 Black-Box Detection of Backdoor Attacks With Limited Information and Data ICCV 2021 Boundary Knowledge Translation based Reference Semantic Segmentation IJCAI 2021 BulletTrain: Accelerating Robust Neural Network Training via Boundary Example Mining NeurIPS 2021 Calibrated Adversarial Refinement for Stochastic Semantic Segmentation ICCV 2021 calibrated adversarial training ACML 2021 Calibration and Consistency of Adversarial Surrogate Losses NeurIPS 2021 CAM-GAN: Continual Adaptation Modules for Generative Adversarial Networks NeurIPS 2021 Can Question Generation Debias Question Answering Models? A Case Study on Question–Context Lexical Overlap EMNLP 2021 Can we have it all? On the Trade-off between Spatial and Adversarial Robustness of Neural Networks NeurIPS 2021 CARTL: Cooperative Adversarially-Robust Transfer Learning ICML 2021 Channel-Wise Gated Res2Net: Towards Robust Detection of Synthetic Speech Attacks Interspeech 2021 Characterizing the Evasion Attackability of Multi-label Classifiers AAAI 2021 ChicHealth @ MEDIQA 2021: Exploring the limits of pre-trained seq2seq models for medical summarization NAACL 2021 CIFS: Improving Adversarial Robustness of CNNs via Channel-wise Importance-based Feature Selection ICML 2021 CIT-GAN: Cyclic Image Translation Generative Adversarial Network With Application in Iris Presentation Attack Detection WACV 2021 Class-Agnostic Object Detection WACV 2021 Class-Aware Robust Adversarial Training for Object Detection CVPR 2021 Class balancing GAN with a classifier in the loop UAI 2021 Class-Disentanglement and Applications in Adversarial Detection and Defense NeurIPS 2021 Classification with Strategically Withheld Data AAAI 2021 Closing the BIG-LID: An Effective Local Intrinsic Dimensionality Defense for Nonlinear Regression Poisoning IJCAI 2021 Clustering Effect of Adversarial Robust Models NeurIPS 2021 Code-Mixing on Sesame Street: Dawn of the Adversarial Polyglots NAACL 2021