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Generative Models

6381 directly classified papers

Papers per year

Papers

Stock Movement Prediction from Tweets and Historical Prices ACL 2018
Variational Inference and Deep Generative Models ACL 2018
Ling@CASS Solution to the NLP-TEA CGED Shared Task 2018 ACL 2018
Reducing Interference with Phase Recovery in DNN-based Monaural Singing Voice Separation INTERSPEECH 2018
Acoustic Modeling Using Adversarially Trained Variational Recurrent Neural Network for Speech Synthesis INTERSPEECH 2018
End-to-End Speech Separation with Unfolded Iterative Phase Reconstruction INTERSPEECH 2018
Unpaired Learning of Dense Visual Depth Estimators for Urban Environments CORL 2018
A Deep Generative Model of Vowel Formant Typology NAACL 2018
Natural Answer Generation with Heterogeneous Memory NAACL 2018
Adversarially Regularized Graph Autoencoder for Graph Embedding IJCAI 2018
Modular Vehicle Control for Transferring Semantic Information Between Weather Conditions Using GANs CORL 2018
Unpaired Multi-Domain Image Generation via Regularized Conditional GANs IJCAI 2018
Don’t Give Me the Details, Just the Summary! Topic-Aware Convolutional Neural Networks for Extreme Summarization EMNLP 2018
EmojiGAN: learning emojis distributions with a generative model EMNLP 2018
CUNI System for the WMT18 Multimodal Translation Task EMNLP 2018
3D-Aided Deep Pose-Invariant Face Recognition IJCAI 2018
CR-GAN: Learning Complete Representations for Multi-view Generation IJCAI 2018
Deep Generative Model for Joint Alignment and Word Representation NAACL 2018
Improving Neural Machine Translation with Conditional Sequence Generative Adversarial Nets NAACL 2018
KBGAN: Adversarial Learning for Knowledge Graph Embeddings NAACL 2018
Discriminative Training of Sum-Product Networks by Extended Baum-Welch PGM 2018
Generative Bridging Network for Neural Sequence Prediction NAACL 2018
Visual Data Synthesis via GAN for Zero-Shot Video Classification IJCAI 2018
Robust Face Sketch Synthesis via Generative Adversarial Fusion of Priors and Parametric Sigmoid IJCAI 2018
Learning Generative Models with Sinkhorn Divergences AISTATS 2018