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6381 directly classified papers

Papers per year

Papers

Random Sum-Product Networks: A Simple and Effective Approach to Probabilistic Deep Learning UAI 2019
Revisiting Reweighted Wake-Sleep for Models with Stochastic Control Flow UAI 2019
Probability Distillation: A Caveat and Alternatives UAI 2019
Embarrassingly Parallel MCMC using Deep Invertible Transformations UAI 2019
Block Neural Autoregressive Flow UAI 2019
PaperRobot: Incremental Draft Generation of Scientific Ideas ACL 2019
A System for Diacritizing Four Varieties of Arabic EMNLP 2019
Object-centric Forward Modeling for Model Predictive Control CORL 2019
Interpretable Deep Learning Model for the Detection and Reconstruction of Dysarthric Speech INTERSPEECH 2019
Leveraging exploration in off-policy algorithms via normalizing flows CORL 2019
Learning Navigation Subroutines from Egocentric Videos CORL 2019
A Statistically Principled and Computationally Efficient Approach to Speech Enhancement Using Variational Autoencoders INTERSPEECH 2019
Kernel Machines Beat Deep Neural Networks on Mask-Based Single-Channel Speech Enhancement INTERSPEECH 2019
Singing Voice Synthesis Using Deep Autoregressive Neural Networks for Acoustic Modeling INTERSPEECH 2019
Boosting Character-Based Chinese Speech Synthesis via Multi-Task Learning and Dictionary Tutoring INTERSPEECH 2019
M2H-GAN: A GAN-Based Mapping from Machine to Human Transcripts for Speech Understanding INTERSPEECH 2019
Analysis by Adversarial Synthesis — A Novel Approach for Speech Vocoding INTERSPEECH 2019
Statistical Approach to Speech Synthesis: Past, Present and Future INTERSPEECH 2019
Multi-Frame GAN: Image Enhancement for Stereo Visual Odometry in Low Light CORL 2019
Reparameterizing Distributions on Lie Groups AISTATS 2019
Visualization and Interpretation of Latent Spaces for Controlling Expressive Speech Synthesis Through Audio Analysis INTERSPEECH 2019
Two-Stage Generative Models of Simulating Training Data at The Voxel Level for Large-Scale Microscopy Bioimage Segmentation IJCAI 2019
Deep Learning Approach to Semantic Segmentation in 3D Point Cloud Intra-oral Scans of Teeth MIDL 2019
Bilingual-GAN: A Step Towards Parallel Text Generation NAACL 2019
Extract and Edit: An Alternative to Back-Translation for Unsupervised Neural Machine Translation NAACL 2019