Generative Models

The Implicit Metropolis-Hastings Algorithm NeurIPS 2019 The Level Weighted Structural Similarity Loss: A Step Away from MSE AAAI 2019 The LORACs Prior for VAEs: Letting the Trees Speak for the Data AISTATS 2019 The spiked matrix model with generative priors NeurIPS 2019 The Thermodynamic Variational Objective NeurIPS 2019 The Unusual Effectiveness of Averaging in GAN Training ICLR 2019 The World in My Mind: Visual Dialog with Adversarial Multi-modal Feature Encoding NAACL 2019 Thinking Outside the Pool: Active Training Image Creation for Relative Attributes CVPR 2019 Three-Player Wasserstein GAN via Amortised Duality IJCAI 2019 TIGS: An Inference Algorithm for Text Infilling with Gradient Search ACL 2019 TimbreTron: A WaveNet(CycleGAN(CQT(Audio))) Pipeline for Musical Timbre Transfer ICLR 2019 Time-series Generative Adversarial Networks NeurIPS 2019 Toward a deep dialectological representation of Indo-Aryan NAACL 2019 Toward Realistic Image Compositing With Adversarial Learning CVPR 2019 Towards a Better Understanding and Regularization of GAN Training Dynamics UAI 2019 Towards Automatic Generation of Shareable Synthetic Clinical Notes Using Neural Language Models NAACL 2019 Towards Controllable and Personalized Review Generation EMNLP 2019 Towards Fine-grained Text Sentiment Transfer ACL 2019 Towards GAN Benchmarks Which Require Generalization ICLR 2019 Towards Generating Long and Coherent Text with Multi-Level Latent Variable Models ACL 2019 Towards Instance-Level Image-To-Image Translation CVPR 2019 Towards Metamerism via Foveated Style Transfer ICLR 2019 Towards Photorealistic Reconstruction of Highly Multiplexed Lensless Images ICCV 2019 Towards the first adversarially robust neural network model on MNIST ICLR 2019 Training Deep Learning Based Image Denoisers From Undersampled Measurements Without Ground Truth and Without Image Prior CVPR 2019