Generative Models

One-To-Many Network for Visually Pleasing Compression Artifacts Reduction CVPR 2017 On the Ability of Neural Nets to Express Distributions COLT 2017 Parallel Multiscale Autoregressive Density Estimation ICML 2017 Paraphrasing Revisited with Neural Machine Translation EACL 2017 Perceptual Generative Adversarial Networks for Small Object Detection CVPR 2017 Perturbative Black Box Variational Inference NeurIPS 2017 PHD: A Probabilistic Model of Hybrid Deep Collaborative Filtering for Recommender Systems ACML 2017 Photorealistic Facial Texture Inference Using Deep Neural Networks CVPR 2017 Photo-Realistic Single Image Super-Resolution Using a Generative Adversarial Network CVPR 2017 Plug & Play Generative Networks: Conditional Iterative Generation of Images in Latent Space CVPR 2017 Pose Guided Person Image Generation NeurIPS 2017 Prediction and Control with Temporal Segment Models ICML 2017 Probabilistic Typology: Deep Generative Models of Vowel Inventories ACL 2017 Procedural Generation of Videos to Train Deep Action Recognition Networks CVPR 2017 REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models NeurIPS 2017 Reconstructing perceived faces from brain activations with deep adversarial neural decoding NeurIPS 2017 Robust Imitation of Diverse Behaviors NeurIPS 2017 Scalable Generative Models for Multi-label Learning with Missing Labels ICML 2017 SEGAN: Speech Enhancement Generative Adversarial Network Interspeech 2017 Selective Encoding for Abstractive Sentence Summarization ACL 2017 Self-paced Compensatory Deep Boltzmann Machine for Semi-Structured Document Embedding IJCAI 2017 Self-Supervised Intrinsic Image Decomposition NeurIPS 2017 Semantic Image Inpainting With Deep Generative Models CVPR 2017 Semi-Supervised Haptic Material Recognition for Robots using Generative Adversarial Networks CoRL 2017 Semi-supervised Learning with GANs: Manifold Invariance with Improved Inference NeurIPS 2017