Architectures

Unbabel’s Participation in the WMT19 Translation Quality Estimation Shared Task ACL 2019 Unbabel’s Submission to the WMT2019 APE Shared Task: BERT-Based Encoder-Decoder for Automatic Post-Editing ACL 2019 Unbiased Implicit Variational Inference AISTATS 2019 Uncertainty Autoencoders: Learning Compressed Representations via Variational Information Maximization AISTATS 2019 Uncertainty Guided Multi-Scale Residual Learning-Using a Cycle Spinning CNN for Single Image De-Raining CVPR 2019 Unconstrained Monotonic Neural Networks NeurIPS 2019 Understanding and Controlling Memory in Recurrent Neural Networks ICML 2019 Understanding and Improving Interpolation in Autoencoders via an Adversarial Regularizer ICLR 2019 Understanding and Utilizing Deep Neural Networks Trained with Noisy Labels ICML 2019 Understanding and Visualizing Raw Waveform-Based CNNs Interspeech 2019 Understanding Attention and Generalization in Graph Neural Networks NeurIPS 2019 Understanding Geometry of Encoder-Decoder CNNs ICML 2019 Understanding Human Gaze Communication by Spatio-Temporal Graph Reasoning ICCV 2019 Understanding Priors in Bayesian Neural Networks at the Unit Level ICML 2019 Understanding Straight-Through Estimator in Training Activation Quantized Neural Nets ICLR 2019 Understanding the Disharmony Between Dropout and Batch Normalization by Variance Shift CVPR 2019 Understanding the Representation Power of Graph Neural Networks in Learning Graph Topology NeurIPS 2019 Understanding VAEs in Fisher-Shannon Plane AAAI 2019 UNetGAN: A Robust Speech Enhancement Approach in Time Domain for Extremely Low Signal-to-Noise Ratio Condition Interspeech 2019 UNH at SemEval-2019 Task 12: Toponym Resolution in Scientific Papers SemEval 2019 Unidirectional Neural Network Architectures for End-to-End Automatic Speech Recognition Interspeech 2019 Unified Language-Independent DNN-Based G2P Converter Interspeech 2019 Universal Approximation of Input-Output Maps by Temporal Convolutional Nets NeurIPS 2019 Universal Approximation Property and Equivalence of Stochastic Computing-Based Neural Networks and Binary Neural Networks AAAI 2019 Universal Invariant and Equivariant Graph Neural Networks NeurIPS 2019