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Papers
ARAML: A Stable Adversarial Training Framework for Text Generation
EMNLP 2019
Beyond BLEU: Training Neural Machine Translation with Semantic Similarity
ACL 2019
Comparison of Lattice-Free and Lattice-Based Sequence Discriminative Training Criteria for LVCSR
Interspeech 2019
Countdown Regression: Sharp and Calibrated Survival Predictions
UAI 2019
Discovering Context Effects from Raw Choice Data
ICML 2019
Distributionally Robust Language Modeling
EMNLP 2019
Entropic GANs meet VAEs: A Statistical Approach to Compute Sample Likelihoods in GANs
ICML 2019
Estimating Network Structure from Incomplete Event Data
AISTATS 2019
FloWaveNet : A Generative Flow for Raw Audio
ICML 2019
FRAME Revisited: An Interpretation View Based on Particle Evolution
AAAI 2019
Invertible Residual Networks
ICML 2019
Learning Feature-to-Feature Translator by Alternating Back-Propagation for Generative Zero-Shot Learning
ICCV 2019
Learning rates for Gaussian mixtures under group action
COLT 2019
Maximum Likelihood for Gaussian Process Classification and Generalized Linear Mixed Models under Case-Control Sampling
JMLR 2019
Residual Flows for Invertible Generative Modeling
NeurIPS 2019
Simultaneous Denoising and Dereverberation for Low-Latency Applications Using Frame-by-Frame Online Unified Convolutional Beamformer
Interspeech 2019
The Impact of Regularization on High-dimensional Logistic Regression
NeurIPS 2019
The Relative Complexity of Maximum Likelihood Estimation, MAP Estimation, and Sampling
COLT 2019
Training Language GANs from Scratch
NeurIPS 2019
Understanding Persuasion Cascades in Online Product Rating Systems
AAAI 2019
Error Modeling via Asymmetric Laplace Distribution for Deep Neural Network Based Single-Channel Speech Enhancement
Interspeech 2018
Estimation with Incomplete Data: The Linear Case
IJCAI 2018
Generative Bridging Network for Neural Sequence Prediction
NAACL 2018
Gradient Descent Learns Linear Dynamical Systems
JMLR 2018
Learning a Mixture of Two Multinomial Logits
ICML 2018