Adversarial Learning

SurfGen: Adversarial 3D Shape Synthesis With Explicit Surface Discriminators ICCV 2021 SurFree: A Fast Surrogate-Free Black-Box Attack CVPR 2021 Symbolic Music Generation with Transformer-GANs AAAI 2021 Syntactically Diverse Adversarial Network for Knowledge-Grounded Conversation Generation EMNLP 2021 Targeted Adversarial Training for Natural Language Understanding NAACL 2021 Task-Aware Variational Adversarial Active Learning CVPR 2021 TextFlint: Unified Multilingual Robustness Evaluation Toolkit for Natural Language Processing ACL 2021 TextGAIL: Generative Adversarial Imitation Learning for Text Generation AAAI 2021 The best of both worlds: stochastic and adversarial episodic MDPs with unknown transition NeurIPS 2021 The curious case of adversarially robust models: More data can help, double descend, or hurt generalization UAI 2021 The impact of domain-specific representations on BERT-based multi-domain spoken language understanding EACL 2021 The Many Faces of Adversarial Risk NeurIPS 2021 Themis: A Fair Evaluation Platform for Computer Vision Competitions IJCAI 2021 The Translucent Patch: A Physical and Universal Attack on Object Detectors CVPR 2021 TIME: Text and Image Mutual-Translation Adversarial Networks AAAI 2021 TkML-AP: Adversarial Attacks to Top-k Multi-Label Learning ICCV 2021 To Beam Or Not To Beam: That is a Question of Cooperation for Language GANs NeurIPS 2021 To be Robust or to be Fair: Towards Fairness in Adversarial Training ICML 2021 Token-Aware Virtual Adversarial Training in Natural Language Understanding AAAI 2021 Topology Distance: A Topology-Based Approach for Evaluating Generative Adversarial Networks AAAI 2021 Towards a Unified Game-Theoretic View of Adversarial Perturbations and Robustness NeurIPS 2021 Towards Better Robust Generalization with Shift Consistency Regularization ICML 2021 Towards Better Understanding of Training Certifiably Robust Models against Adversarial Examples NeurIPS 2021 Towards Defending against Adversarial Examples via Attack-Invariant Features ICML 2021 Towards Distraction-Robust Active Visual Tracking ICML 2021