Adversarial Learning

Countering Adversarial Images using Input Transformations ICLR 2018 Cross-Modality Person Re-Identification with Generative Adversarial Training IJCAI 2018 Crowd Counting via Adversarial Cross-Scale Consistency Pursuit CVPR 2018 Cycle-Consistent Speech Enhancement Interspeech 2018 DA-GAN: Instance-Level Image Translation by Deep Attention Generative Adversarial Networks CVPR 2018 DeblurGAN: Blind Motion Deblurring Using Conditional Adversarial Networks CVPR 2018 Deep Adversarial Subspace Clustering CVPR 2018 Deep Defense: Training DNNs with Improved Adversarial Robustness NeurIPS 2018 DeepExposure: Learning to Expose Photos with Asynchronously Reinforced Adversarial Learning NeurIPS 2018 Deep Photo Enhancer: Unpaired Learning for Image Enhancement From Photographs With GANs CVPR 2018 Defense Against Adversarial Attacks Using High-Level Representation Guided Denoiser CVPR 2018 Defense Against Universal Adversarial Perturbations CVPR 2018 Deflecting Adversarial Attacks With Pixel Deflection CVPR 2018 Disentangled Person Image Generation CVPR 2018 Diversity-Promoting GAN: A Cross-Entropy Based Generative Adversarial Network for Diversified Text Generation EMNLP 2018 Domain Adaptation for Disease Phrase Matching with Adversarial Networks ACL 2018 Domain Adaptation with Adversarial Training and Graph Embeddings ACL 2018 DSGAN: Generative Adversarial Training for Distant Supervision Relation Extraction ACL 2018 EmojiGAN: learning emojis distributions with a generative model EMNLP 2018 Exploring Disentangled Feature Representation Beyond Face Identification CVPR 2018 Eye In-Painting With Exemplar Generative Adversarial Networks CVPR 2018 Finding Tiny Faces in the Wild With Generative Adversarial Network CVPR 2018 Fooling Vision and Language Models Despite Localization and Attention Mechanism CVPR 2018 FRAGE: Frequency-Agnostic Word Representation NeurIPS 2018 GANerated Hands for Real-Time 3D Hand Tracking From Monocular RGB CVPR 2018