Adversarial Learning

Defense against Adversarial Attacks on Hybrid Speech Recognition System using Adversarial Fine-tuning with Denoiser Interspeech 2022 DeformRS: Certifying Input Deformations with Randomized Smoothing AAAI 2022 DelightfulTTS 2: End-to-End Speech Synthesis with Adversarial Vector-Quantized Auto-Encoders Interspeech 2022 Delving Deep Into the Generalization of Vision Transformers Under Distribution Shifts CVPR 2022 Demystifying the Adversarial Robustness of Random Transformation Defenses ICML 2022 Details or Artifacts: A Locally Discriminative Learning Approach to Realistic Image Super-Resolution CVPR 2022 Detecting Adversarial Examples Is (Nearly) As Hard As Classifying Them ICML 2022 Detecting Incongruent News Articles Using Multi-head Attention Dual Summarization AACL 2022 Detecting textual adversarial examples through randomized substitution and vote UAI 2022 Detecting Word-Level Adversarial Text Attacks via SHapley Additive exPlanations ACL 2022 Detection of Adversarial Examples in Text Classification: Benchmark and Baseline via Robust Density Estimation ACL 2022 DetectorDetective: Investigating the Effects of Adversarial Examples on Object Detectors CVPR 2022 Detect Rumors in Microblog Posts for Low-Resource Domains via Adversarial Contrastive Learning NAACL 2022 Diffusion Models for Adversarial Purification ICML 2022 DigGAN: Discriminator gradIent Gap Regularization for GAN Training with Limited Data NeurIPS 2022 DiRA: Discriminative, Restorative, and Adversarial Learning for Self-Supervised Medical Image Analysis CVPR 2022 DISCO: Adversarial Defense with Local Implicit Functions NeurIPS 2022 Discriminative Adversarial Learning for Speaker Independent Emotion Recognition Interspeech 2022 Discriminative Feature Representation Based on Cascaded Attention Network with Adversarial Joint Loss for Speech Emotion Recognition Interspeech 2022 Distinguishing Non-natural from Natural Adversarial Samples for More Robust Pre-trained Language Model ACL 2022 Distributed adversarial training to robustify deep neural networks at scale UAI 2022 Distributionally Robust Q-Learning ICML 2022 Diversified Adversarial Attacks based on Conjugate Gradient Method ICML 2022 DO-GAN: A Double Oracle Framework for Generative Adversarial Networks CVPR 2022 Domain Adversarial Learning for Color Constancy IJCAI 2022