Adversarial Learning

Cycle-Consistent Adversarial Autoencoders for Unsupervised Text Style Transfer COLING 2020 CycleGAN-VC3: Examining and Improving CycleGAN-VCs for Mel-Spectrogram Conversion Interspeech 2020 DaST: Data-Free Substitute Training for Adversarial Attacks CVPR 2020 Data Efficient Voice Cloning from Noisy Samples with Domain Adversarial Training Interspeech 2020 Debiasing knowledge graph embeddings EMNLP 2020 Deep Domain-Adversarial Image Generation for Domain Generalisation AAAI 2020 DeepI2I: Enabling Deep Hierarchical Image-to-Image Translation by Transferring from GANs NeurIPS 2020 DeepMatch: Balancing Deep Covariate Representations for Causal Inference Using Adversarial Training ICML 2020 Defending Against Physically Realizable Attacks on Image Classification ICLR 2020 Defending Against Universal Attacks Through Selective Feature Regeneration CVPR 2020 Defending and Harnessing the Bit-Flip Based Adversarial Weight Attack CVPR 2020 Defense for Black-Box Attacks on Anti-Spoofing Models by Self-Supervised Learning Interspeech 2020 Demoting Racial Bias in Hate Speech Detection ACL 2020 Denoised Smoothing: A Provable Defense for Pretrained Classifiers NeurIPS 2020 (De)Randomized Smoothing for Certifiable Defense against Patch Attacks NeurIPS 2020 Detecting Adversarial Examples for Speech Recognition via Uncertainty Quantification Interspeech 2020 Detecting Adversarial Samples Using Influence Functions and Nearest Neighbors CVPR 2020 Detecting and Diagnosing Adversarial Images with Class-Conditional Capsule Reconstructions ICLR 2020 Detecting Audio Attacks on ASR Systems with Dropout Uncertainty Interspeech 2020 Detecting Word Sense Disambiguation Biases in Machine Translation for Model-Agnostic Adversarial Attacks EMNLP 2020 Detection as Regression: Certified Object Detection with Median Smoothing NeurIPS 2020 Discriminative Adversarial Domain Adaptation AAAI 2020 Discriminative Adversarial Search for Abstractive Summarization ICML 2020 Distortion Agnostic Deep Watermarking CVPR 2020 Distribution-Induced Bidirectional Generative Adversarial Network for Graph Representation Learning CVPR 2020