Generative Models

Learning From Noisy Web Data With Category-Level Supervision CVPR 2018 Learning From Synthetic Data: Addressing Domain Shift for Semantic Segmentation CVPR 2018 Learning Generative ConvNets via Multi-Grid Modeling and Sampling CVPR 2018 Learning Generative Models with Sinkhorn Divergences AISTATS 2018 Learning Hierarchical Semantic Image Manipulation through Structured Representations NeurIPS 2018 Learning Implicit Generative Models with the Method of Learned Moments ICML 2018 Learning Latent Subspaces in Variational Autoencoders NeurIPS 2018 Learning Plannable Representations with Causal InfoGAN NeurIPS 2018 Learning Representations and Generative Models for 3D Point Clouds ICML 2018 Learning Signed Determinantal Point Processes through the Principal Minor Assignment Problem NeurIPS 2018 Learning to Automatically Generate Fill-In-The-Blank Quizzes ACL 2018 Learning to Encode Text as Human-Readable Summaries using Generative Adversarial Networks EMNLP 2018 Learning to Extract a Video Sequence From a Single Motion-Blurred Image CVPR 2018 Learning to Generate Time-Lapse Videos Using Multi-Stage Dynamic Generative Adversarial Networks CVPR 2018 Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata NAACL 2018 Learning to Write with Cooperative Discriminators ACL 2018 Leveraging the Exact Likelihood of Deep Latent Variable Models NeurIPS 2018 Ling@CASS Solution to the NLP-TEA CGED Shared Task 2018 ACL 2018 Logo Synthesis and Manipulation With Clustered Generative Adversarial Networks CVPR 2018 Look, Imagine and Match: Improving Textual-Visual Cross-Modal Retrieval With Generative Models CVPR 2018 Low-Shot Learning From Imaginary Data CVPR 2018 LRMM: Learning to Recommend with Missing Modalities EMNLP 2018 LSTBM: A Novel Sequence Representation of Speech Spectra Using Restricted Boltzmann Machine with Long Short-Term Memory Interspeech 2018 Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step ICLR 2018 MapNet: An Allocentric Spatial Memory for Mapping Environments CVPR 2018