Models

Towards Sentence-Level Brain Decoding with Distributed Representations AAAI 2019 Towards the first adversarially robust neural network model on MNIST ICLR 2019 Towards Understanding of Medical Randomized Controlled Trials by Conclusion Generation EMNLP 2019 Training Data Augmentation for Detecting Adverse Drug Reactions in User-Generated Content EMNLP 2019 Training Deep Learning Based Image Denoisers From Undersampled Measurements Without Ground Truth and Without Image Prior CVPR 2019 Training Language GANs from Scratch NeurIPS 2019 Training Variational Autoencoders with Buffered Stochastic Variational Inference AISTATS 2019 TransNFCM: Translation-Based Neural Fashion Compatibility Modeling AAAI 2019 TraVeLGAN: Image-To-Image Translation by Transformation Vector Learning CVPR 2019 Trust Region Sequential Variational Inference ACML 2019 Twin Auxilary Classifiers GAN NeurIPS 2019 Two Generator Game: Learning to Sample via Linear Goodness-of-Fit Test NeurIPS 2019 Two-Stage Generative Models of Simulating Training Data at The Voxel Level for Large-Scale Microscopy Bioimage Segmentation IJCAI 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-Aware Audiovisual Activity Recognition Using Deep Bayesian Variational Inference ICCV 2019 Unconstrained Monotonic Neural Networks NeurIPS 2019 Understanding and Accelerating Particle-Based Variational Inference ICML 2019 Understanding the Polarity of Events in the Biomedical Literature: Deep Learning vs. Linguistically-informed Methods NAACL 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 uniblock: Scoring and Filtering Corpus with Unicode Block Information EMNLP 2019 Unified Language Model Pre-training for Natural Language Understanding and Generation NeurIPS 2019 Universal Adversarial Perturbation via Prior Driven Uncertainty Approximation ICCV 2019