Adversarial Learning

Controllable Animation of Fluid Elements in Still Images CVPR 2022 CoPur: Certifiably Robust Collaborative Inference via Feature Purification NeurIPS 2022 Co-Regularized Adversarial Learning for Multi-Domain Text Classification AISTATS 2022 Corralling a Larger Band of Bandits: A Case Study on Switching Regret for Linear Bandits COLT 2022 Corruption-robust Offline Reinforcement Learning AISTATS 2022 CounteRGAN: Generating counterfactuals for real-time recourse and interpretability using residual GANs UAI 2022 Cross-Age Speaker Verification: Learning Age-Invariant Speaker Embeddings Interspeech 2022 Cross-Lingual Adversarial Domain Adaptation for Novice Programming AAAI 2022 Cross-Lingual Event Detection via Optimized Adversarial Training NAACL 2022 Cross-Modal Adversarial Reprogramming WACV 2022 Cross-Modal Transferable Adversarial Attacks From Images to Videos CVPR 2022 DAD: Data-Free Adversarial Defense at Test Time WACV 2022 DASCO: Dual-Generator Adversarial Support Constrained Offline Reinforcement Learning NeurIPS 2022 Data-Efficient Backdoor Attacks IJCAI 2022 Data-Free Adversarial Knowledge Distillation for Graph Neural Networks IJCAI 2022 Data Poisoning Won’t Save You From Facial Recognition ICLR 2022 DDDM: A Brain-Inspired Framework for Robust Classification IJCAI 2022 DebiasGAN: Eliminating Position Bias in News Recommendation with Adversarial Learning EMNLP 2022 Debiasing Masks: A New Framework for Shortcut Mitigation in NLU EMNLP 2022 Decision-based Black-box Attack Against Vision Transformers via Patch-wise Adversarial Removal NeurIPS 2022 Deconfounding Legal Judgment Prediction for European Court of Human Rights Cases Towards Better Alignment with Experts EMNLP 2022 Deep Reinforcement Learning Policies Learn Shared Adversarial Features across MDPs AAAI 2022 DEFEAT: Deep Hidden Feature Backdoor Attacks by Imperceptible Perturbation and Latent Representation Constraints CVPR 2022 Defending Against Adversarial Attacks via Neural Dynamic System NeurIPS 2022 Defending Against Image Corruptions Through Adversarial Augmentations ICLR 2022