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Generative Models

6381 directly classified papers

Papers per year

Papers

Gradient Layer: Enhancing the Convergence of Adversarial Training for Generative Models AISTATS 2018
Few-shot Generative Modelling with Generative Matching Networks AISTATS 2018
Sum-Product-Quotient Networks AISTATS 2018
Online Continuous-Time Tensor Factorization Based on Pairwise Interactive Point Processes IJCAI 2018
Metrics for Deep Generative Models AISTATS 2018
Monoaural Audio Source Separation Using Variational Autoencoders INTERSPEECH 2018
ASe: Acoustic Scene Embedding Using Deep Archetypal Analysis and GMM INTERSPEECH 2018
Deep Learning for Acoustic Echo Cancellation in Noisy and Double-Talk Scenarios INTERSPEECH 2018
Data Requirements, Selection and Augmentation for DNN-based Speech Synthesis from Crowdsourced Data INTERSPEECH 2018
LSTBM: A Novel Sequence Representation of Speech Spectra Using Restricted Boltzmann Machine with Long Short-Term Memory INTERSPEECH 2018
Spanish Statistical Parametric Speech Synthesis Using a Neural Vocoder INTERSPEECH 2018
Scalable Factorized Hierarchical Variational Autoencoder Training INTERSPEECH 2018
Concatenative Resynthesis with Improved Training Signals for Speech Enhancement INTERSPEECH 2018
Cycle-Consistent Speech Enhancement INTERSPEECH 2018
Neural Error Corrective Language Models for Automatic Speech Recognition INTERSPEECH 2018
A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images EMNLP 2018
Audio-visual Voice Conversion Using Deep Canonical Correlation Analysis for Deep Bottleneck Features INTERSPEECH 2018
Permutation Invariant Training of Generative Adversarial Network for Monaural Speech Separation INTERSPEECH 2018
Improved Training of Generative Adversarial Networks Using Representative Features ICML 2018
Optimizing the Latent Space of Generative Networks ICML 2018
StrassenNets: Deep Learning with a Multiplication Budget ICML 2018
A Two-Step Computation of the Exact GAN Wasserstein Distance ICML 2018
Is Generator Conditioning Causally Related to GAN Performance? ICML 2018
Hierarchical Neural Story Generation ACL 2018
A Stochastic Decoder for Neural Machine Translation ACL 2018