DeepSaucer: Unified Environment for Verifying Deep Neural Networks. Defense-GAN: Protecting Classifiers Against Adversarial Attacks Using Generative Models. Stochastic seismic waveform inversion using generative adversarial networks as a geological prior. Audio-Visual Event Localization in Unconstrained Videos. Why do deep convolutional networks ge …

Human activity recognition based on time series analysis using U-Net. Detecting Intentions of Vulnerable Road Users Based on Collective Intelligence. Adaptation to Easy Data in Prediction with Limited Advice. Random Feature Stein Discrepancies. On the Role of Event Boundaries in Egocentric Activity Recognition from Photostreams. Activity Recognitio …

Stochastic Video Generation with a Learned Prior. Using link and content over time for embedding generation in Dynamic Attributed Networks. A Large-Scale Study on Regularization and Normalization in GANs. Pre-training on high-resource speech recognition improves low-resource speech-to-text translation. SPLATNet: Sparse Lattice Networks for Point Cl …

Bilingual Character Representation for Efficiently Addressing Out-of-Vocabulary Words in Code-Switching Named Entity Recognition. Excessive Invariance Causes Adversarial Vulnerability. Joint Image Captioning and Question Answering. Facial Landmark Detection: a Literature Survey. Image Transformer. Compressed Dictionary Learning. A Distributed Secon …

Computer Analysis of Architecture Using Automatic Image Understanding. Sign-Full Random Projections. Fairly Allocating Many Goods with Few Queries. Deep Person Detection in 2D Range Data. Bioinformatics and Medicine in the Era of Deep Learning. Embedding-reparameterization procedure for manifold-valued latent variables in generative models. Cluster …

DeepSOFA: A Continuous Acuity Score for Critically Ill Patients using Clinically Interpretable Deep Learning. Efficient Purely Convolutional Text Encoding. A deep learning approach for understanding natural language commands for mobile service robots. Linked Recurrent Neural Networks. Benchmarking Evolutionary Algorithms For Single Objective Real-v …

First-order Newton-type Estimator for Distributed Estimation and Inference. An Online Algorithm for Learning Buyer Behavior under Realistic Pricing Restrictions. Plan-And-Write: Towards Better Automatic Storytelling. Approximate Bayesian Computation via Population Monte Carlo and Classification. Automated segmentaiton and classification of arteriol …

Attentional ShapeContextNet for Point Cloud Recognition. Learning a Warping Distance from Unlabeled Time Series Using Sequence Autoencoders. Proceedings of the First Workshop on Trolling, Aggression and Cyberbullying (TRAC-2018). CNN for Text-Based Multiple Choice Question Answering. Free Supervision From Video Games. A closer look at the word anal …