Models

The spiked matrix model with generative priors NeurIPS 2019 The Thermodynamic Variational Objective NeurIPS 2019 The Unreasonable Effectiveness of Transformer Language Models in Grammatical Error Correction ACL 2019 The Unusual Effectiveness of Averaging in GAN Training ICLR 2019 The Variational Predictive Natural Gradient ICML 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 TopicEq: A Joint Topic and Mathematical Equation Model for Scientific Texts AAAI 2019 Topic Modeling with Wasserstein Autoencoders ACL 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 Governing Agent’s Efficacy: Action-Conditional $β$-VAE for Deep Transparent Reinforcement Learning ACML 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