Deep Learning

Adversarial Unsupervised Representation Learning for Activity Time-Series AAAI 2019 Adversarial Variational Optimization of Non-Differentiable Simulators AISTATS 2019 Adverse Drug Effect and Personalized Health Mentions, CLaC at SMM4H 2019, Tasks 1 and 4 ACL 2019 Advocacy Learning: Learning through Competition and Class-Conditional Representations IJCAI 2019 AE2-Nets: Autoencoder in Autoencoder Networks CVPR 2019 AET vs. AED: Unsupervised Representation Learning by Auto-Encoding Transformations Rather Than Data CVPR 2019 A Fast Sampling Algorithm for Maximum Inner Product Search AISTATS 2019 A Feasibility Test on Preventing PRMDs Based on Deep Learning AAAI 2019 Affect-Driven Dialog Generation NAACL 2019 Affine Equivariant Autoencoder IJCAI 2019 AffinityNet: Semi-Supervised Few-Shot Learning for Disease Type Prediction AAAI 2019 A First-Order Algorithmic Framework for Distributionally Robust Logistic Regression NeurIPS 2019 A Flexible Convolutional Solver for Fast Style Transfers CVPR 2019 A Flexible Generative Framework for Graph-based Semi-supervised Learning NeurIPS 2019 A Framework to Coordinate Segmentation and Recognition AAAI 2019 AFS: An Attention-Based Mechanism for Supervised Feature Selection AAAI 2019 A fully differentiable beam search decoder ICML 2019 A Gated Self-attention Memory Network for Answer Selection EMNLP 2019 A General and Adaptive Robust Loss Function CVPR 2019 A Generalized Idiom Usage Recognition Model Based on Semantic Compatibility AAAI 2019 A General Theory of Equivariant CNNs on Homogeneous Spaces NeurIPS 2019 A Generative Adversarial Density Estimator CVPR 2019 A Generative Appearance Model for End-To-End Video Object Segmentation CVPR 2019 A Generative Model for Dynamic Networks with Applications AAAI 2019 A Generative Model For Electron Paths ICLR 2019