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Generative Models

6381 directly classified papers

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Papers

Finding Mixed Nash Equilibria of Generative Adversarial Networks ICML 2019
HyperGAN: A Generative Model for Diverse, Performant Neural Networks ICML 2019
Revisiting precision recall definition for generative modeling ICML 2019
Denoising based Sequence-to-Sequence Pre-training for Text Generation IJCNLP 2019
Bridging the Defined and the Defining: Exploiting Implicit Lexical Semantic Relations in Definition Modeling IJCNLP 2019
SoftRegex: Generating Regex from Natural Language Descriptions using Softened Regex Equivalence IJCNLP 2019
Restoring ancient text using deep learning: a case study on Greek epigraphy IJCNLP 2019
Neural Naturalist: Generating Fine-Grained Image Comparisons EMNLP 2019
Learning to Copy for Automatic Post-Editing IJCNLP 2019
Linguistic Versus Latent Relations for Modeling Coherent Flow in Paragraphs IJCNLP 2019
Document Hashing with Mixture-Prior Generative Models IJCNLP 2019
FlowSeq: Non-Autoregressive Conditional Sequence Generation with Generative Flow IJCNLP 2019
Enhancing Variational Autoencoders with Mutual Information Neural Estimation for Text Generation IJCNLP 2019
Harnessing Pre-Trained Neural Networks with Rules for Formality Style Transfer IJCNLP 2019
Long and Diverse Text Generation with Planning-based Hierarchical Variational Model IJCNLP 2019
Towards Controllable and Personalized Review Generation IJCNLP 2019
An End-to-End Generative Architecture for Paraphrase Generation IJCNLP 2019
Non-Parametric Priors For Generative Adversarial Networks ICML 2019
Deep Factors for Forecasting ICML 2019
ME-Net: Towards Effective Adversarial Robustness with Matrix Estimation ICML 2019
Learning Neurosymbolic Generative Models via Program Synthesis ICML 2019
Generative Modeling of Infinite Occluded Objects for Compositional Scene Representation ICML 2019
Latent Normalizing Flows for Discrete Sequences ICML 2019
Neural Generative Rhetorical Structure Parsing IJCNLP 2019
A Deep Factorization of Style and Structure in Fonts IJCNLP 2019