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6381 directly classified papers

Papers per year

Papers

End-to-End Learning for the Deep Multivariate Probit Model ICML 2018
Hierarchical Deep Generative Models for Multi-Rate Multivariate Time Series ICML 2018
Contextual Graph Markov Model: A Deep and Generative Approach to Graph Processing ICML 2018
Investigating Generative Adversarial Networks Based Speech Dereverberation for Robust Speech Recognition INTERSPEECH 2018
oi-VAE: Output Interpretable VAEs for Nonlinear Group Factor Analysis ICML 2018
Learning Representations and Generative Models for 3D Point Clouds ICML 2018
A Unified Framework for the Generation of Glottal Signals in Deep Learning-based Parametric Speech Synthesis Systems INTERSPEECH 2018
Using Shifted Real Spectrum Mask as Training Target for Supervised Speech Separation INTERSPEECH 2018
Neural Syntactic Generative Models with Exact Marginalization NAACL 2018
Towards Open-Set Identity Preserving Face Synthesis CVPR 2018
Exemplar-Based Spectral Detail Compensation for Voice Conversion INTERSPEECH 2018
DA-GAN: Instance-Level Image Translation by Deep Attention Generative Adversarial Networks CVPR 2018
Deep Factorization Machines for Knowledge Tracing NAACL 2018
Toward Data-Driven Tutorial Question Answering with Deep Learning Conversational Models NAACL 2018
Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata NAACL 2018
Automatic Spelling Correction for Resource-Scarce Languages using Deep Learning ACL 2018
Sentence Simplification with Memory-Augmented Neural Networks NAACL 2018
Tensor Product Generation Networks for Deep NLP Modeling NAACL 2018
An OpenNMT Model to Arabic Broken Plurals COLING 2018
Do Character-Level Neural Network Language Models Capture Knowledge of Multiword Expression Compositionality? COLING 2018
An Operation Network for Abstractive Sentence Compression COLING 2018
Generative Modeling Using the Sliced Wasserstein Distance CVPR 2018
How Deep Are Deep Gaussian Processes? JMLR 2018
Global Guarantees for Enforcing Deep Generative Priors by Empirical Risk COLT 2018
Pervasive Attention: 2D Convolutional Neural Networks for Sequence-to-Sequence Prediction CONLL 2018