Generative Models

PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models CVPR 2020 PuppeteerGAN: Arbitrary Portrait Animation With Semantic-Aware Appearance Transformation CVPR 2020 Quasi-Periodic Parallel WaveGAN Vocoder: A Non-Autoregressive Pitch-Dependent Dilated Convolution Model for Parametric Speech Generation Interspeech 2020 Random Matrix Theory Proves that Deep Learning Representations of GAN-data Behave as Gaussian Mixtures ICML 2020 Real or Not Real, that is the Question ICLR 2020 Real-World Automatic Makeup via Identity Preservation Makeup Net IJCAI 2020 Reciprocal Adversarial Learning via Characteristic Functions NeurIPS 2020 Reconstructing continuous distributions of 3D protein structure from cryo-EM images ICLR 2020 Recovering and Simulating Pedestrians in the Wild CoRL 2020 Recurrent babbling: evaluating the acquisition of grammar from limited input data CoNLL 2020 Red-GAN: Attacking class imbalance via conditioned generation. Yet another medical imaging perspective. MIDL 2020 Region Normalization for Image Inpainting AAAI 2020 Regularized Autoencoders via Relaxed Injective Probability Flow AISTATS 2020 Regularizing Discriminative Capability of CGANs for Semi-Supervised Generative Learning CVPR 2020 Reinforcement Learning Based Graph-to-Sequence Model for Natural Question Generation ICLR 2020 RELATE: Physically Plausible Multi-Object Scene Synthesis Using Structured Latent Spaces NeurIPS 2020 Relative gradient optimization of the Jacobian term in unsupervised deep learning NeurIPS 2020 Relativistic Discriminator: A One-Class Classifier for Generalized Iris Presentation Attack Detection WACV 2020 Relaxed Multivariate Bernoulli Distribution and Its Applications to Deep Generative Models UAI 2020 Reliable Fidelity and Diversity Metrics for Generative Models ICML 2020 Residual Sum-Product Networks PGM 2020 Resisting Large Data Variations via Introspective Transformation Network WACV 2020 ReStGAN: A step towards visually guided shopper experience via text-to-image synthesis WACV 2020 Reusing Discriminators for Encoding: Towards Unsupervised Image-to-Image Translation CVPR 2020 Reverse Engineering Configurations of Neural Text Generation Models ACL 2020