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Generative Models

7,221 papers

Papers per year

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Papers

Towards Understanding ECG Rhythm Classification Using Convolutional Neural Networks and Attention Mappings MLHC 2018
Deep Survival Analysis: Nonparametrics and Missingness MLHC 2018
Automated Treatment Planning in Radiation Therapy using Generative Adversarial Networks MLHC 2018
A Deep Generative Model of Vowel Formant Typology NAACL 2018
Natural Answer Generation with Heterogeneous Memory NAACL 2018
Classical Structured Prediction Losses for Sequence to Sequence Learning NAACL 2018
Neural Syntactic Generative Models with Exact Marginalization NAACL 2018
Deep Generative Model for Joint Alignment and Word Representation NAACL 2018
Tensor Product Generation Networks for Deep NLP Modeling NAACL 2018
Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets NAACL 2018
KBGAN: Adversarial Learning for Knowledge Graph Embeddings NAACL 2018
Generative Bridging Network for Neural Sequence Prediction NAACL 2018
Sentence Simplification with Memory-Augmented Neural Networks NAACL 2018
Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata NAACL 2018
Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models NAACL 2018
Deep Factorization Machines for Knowledge Tracing NAACL 2018
Morphological Word Embeddings for Arabic Neural Machine Translation in Low-Resource Settings NAACL 2018
Prometheus : Directly Learning Acyclic Directed Graph Structures for Sum-Product Networks PGM 2018
Discriminative Training of Sum-Product Networks by Extended Baum-Welch PGM 2018
Robust Imitation of Diverse Behaviors NIPS 2017
Fisher GAN NIPS 2017
Continual Learning with Deep Generative Replay NIPS 2017
Introspective Classification with Convolutional Nets NIPS 2017
Dualing GANs NIPS 2017
A-NICE-MC: Adversarial Training for MCMC NIPS 2017