Fast Dynamic Routing Based on Weighted Kernel Density Estimation. JigsawNet: Shredded Image Reassembly using Convolutional Neural Network and Loop-based Composition. Bayesian Optimization with Expensive Integrands. Analyzing Neuroimaging Data Through Recurrent Deep Learning Models. Efficient Loss-Based Decoding on Graphs For Extreme Classification. …

Predicting user intent from search queries using both CNNs and RNNs. A Unified Framework for Domain Adaptation using Metric Learning on Manifolds. TVAE: Triplet-Based Variational Autoencoder using Metric Learning. Safe Triplet Screening for Distance Metric Learning. Estimating Cellular Goals from High-Dimensional Biological Data. Feature selection …

Joint Bootstrapping Machines for High Confidence Relation Extraction. Merging datasets through deep learning. Geometry-Based Data Generation. Point Cloud GAN. Improving Annotation for 3D Pose Dataset of Fine-Grained Object Categories. Improving DNN Robustness to Adversarial Attacks using Jacobian Regularization. RankGAN: A Maximum Margin Ranking GA …

Predicting Brain Activation with WordNet Embeddings. Multi-scale Residual Network for Image Super-Resolution. A Structured Syntax-Semantics Interface for English-AMR Alignment. Sequence-to-sequence Models for Cache Transition Systems. Extending Layered Models to 3D Motion. From Neural Re-Ranking to Neural Ranking: Learning a Sparse Representation f …

BiLSTM-CRF for Persian Named-Entity Recognition ArmanPersoNERCorpus: the First Entity-Annotated Persian Dataset. CarFusion: Combining Point Tracking and Part Detection for Dynamic 3D Reconstruction of Vehicles. The Neural Hype and Comparisons Against Weak Baselines. Evaluating bilingual word embeddings on the long tail. Towards Experienced Anomaly …