Automatic Classification of Bright Retinal Lesions via Deep Network Features. A Hybrid Convolutional Variational Autoencoder for Text Generation. A Bayesian Data Augmentation Approach for Learning Deep Models. Rank Pruning for Dominance Queries in CP-Nets. REBAR: Low-variance, unbiased gradient estimates for discrete latent variable models. Fisher- …

Ray: A Distributed Framework for Emerging AI Applications. Bayesian Recurrent Neural Networks. Machine learning modeling for time series problem: Predicting flight ticket prices. MonoPerfCap: Human Performance Capture from Monocular Video. Mimicking Word Embeddings using Subword RNNs. Overcoming Catastrophic Forgetting by Incremental Moment Matchin …

From visual words to a visual grammar: using language modelling for image classification. Crowdsourcing with Sparsely Interacting Workers. An Effective Feature Selection Method Based on Pair-Wise Feature Proximity for High Dimensional Low Sample Size Data. Unsupervised Adaptive Re-identification in Open World Dynamic Camera Networks. Direct Pose Es …

Automatic semantic role labeling on non-revised syntactic trees of journalistic texts. MSR-net:Low-light Image Enhancement Using Deep Convolutional Network. Nonlinear Embedding Transform for Unsupervised Domain Adaptation. A Bio-Inspired Multi-Exposure Fusion Framework for Low-light Image Enhancement. Nestrov’s Acceleration For Second Order Method. …

Answering Visual-Relational Queries in Web-Extracted Knowledge Graphs. Intraoperative margin assessment of human breast tissue in optical coherence tomography images using deep neural networks. Synthesizing Normalized Faces from Facial Identity Features. ComboGAN: Unrestrained Scalability for Image Domain Translation. Efficient Sparse Subspace Clus …

Stability of Topic Modeling via Matrix Factorization. AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks. RLlib: Abstractions for Distributed Reinforcement Learning. Adversarial Occlusion-aware Face Detection. Geometry-Aware Learning of Maps for Camera Localization. Cross-lingual Word Segmentation and Mo …

The low-rank hurdle model. Efficient Natural Language Response Suggestion for Smart Reply. Semantic Preserving Embeddings for Generalized Graphs. Deep Complex Networks. Towards 3D Human Pose Estimation in the Wild: a Weakly-supervised Approach. Efficient Parallel Translating Embedding For Knowledge Graphs. Benchmarking Single Image Dehazing and Bey …

Iterative Bayesian Learning for Crowdsourced Regression. A Bayesian computer model analysis of Robust Bayesian analyses. A study on text-score disagreement in online reviews. Intelligent Device Discovery in the Internet of Things - Enabling the Robot Society. To Normalize, or Not to Normalize: The Impact of Normalization on Part-of-Speech Tagging. …

RDF2Vec: RDF Graph Embeddings and Their Applications. Neural Networks for Efficient Bayesian Decoding of Natural Images from Retinal Neurons. Context Selection for Embedding Models. Image Super-Resolution via Deep Recursive Residual Network. Instance Weighting for Neural Machine Translation Domain Adaptation. Leveraging Linguistic Structures for Na …