Generative Models

Sequence to Sequence Learning for Event Prediction IJCNLP 2017 Sequence-to-Sequence Voice Conversion with Similarity Metric Learned Using Generative Adversarial Networks Interspeech 2017 Sequence Tutor: Conservative Fine-Tuning of Sequence Generation Models with KL-control ICML 2017 Siri On-Device Deep Learning-Guided Unit Selection Text-to-Speech System Interspeech 2017 Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition CVPR 2017 Soft-to-Hard Vector Quantization for End-to-End Learning Compressible Representations NeurIPS 2017 Speech Enhancement Using Bayesian Wavenet Interspeech 2017 Stabilizing Training of Generative Adversarial Networks through Regularization NeurIPS 2017 Stacked Generative Adversarial Networks CVPR 2017 Stochastic Difference of Convex Algorithm and its Application to Training Deep Boltzmann Machines AISTATS 2017 Structured Generative Adversarial Networks NeurIPS 2017 SurfNet: Generating 3D Shape Surfaces Using Deep Residual Networks CVPR 2017 Synthesizing 3D Shapes via Modeling Multi-View Depth Maps and Silhouettes With Deep Generative Networks CVPR 2017 Synthesizing Dynamic Patterns by Spatial-Temporal Generative ConvNet CVPR 2017 Synthesizing Normalized Faces From Facial Identity Features CVPR 2017 Tag Disentangled Generative Adversarial Network for Object Image Re-rendering IJCAI 2017 Tensor Biclustering NeurIPS 2017 Tensor-Dictionary Learning with Deep Kruskal-Factor Analysis AISTATS 2017 The Numerics of GANs NeurIPS 2017 Tied Variational Autoencoder Backends for i-Vector Speaker Recognition Interspeech 2017 Toward Controlled Generation of Text ICML 2017 Toward Multimodal Image-to-Image Translation NeurIPS 2017 Towards Implicit Content-Introducing for Generative Short-Text Conversation Systems EMNLP 2017 Transformation-Grounded Image Generation Network for Novel 3D View Synthesis CVPR 2017 Triangle Generative Adversarial Networks NeurIPS 2017