Representation Tradeoffs for Hyperbolic Embeddings. GANs beyond divergence minimization. Differentiable Particle Filters: End-to-End Learning with Algorithmic Priors. Geometry-Contrastive GAN for Facial Expression Transfer. InstaNAS: Instance-aware Neural Architecture Search. Adversarial Uncertainty Quantification in Physics-Informed Neural Network …

Calibrated Prediction Intervals for Neural Network Regressors. CompNet: Complementary Segmentation Network for Brain MRI Extraction. Geo-Supervised Visual Depth Prediction. Parameter Transfer Extreme Learning Machine based on Projective Model. Bio-inspired digit recognition using reward-modulated spike-timing-dependent plasticity in deep convolutio …

Low-Latency Neural Speech Translation. Long-time predictive modeling of nonlinear dynamical systems using neural networks. Accurate brain extraction using Active Shape Model and Convolutional Neural Networks. Multiple Models for Recommending Temporal Aspects of Entities. A pooling based scene text proposal technique for scene text reading in the wi …

Adversarial Risk and Robustness: General Definitions and Implications for the Uniform Distribution. Geometry-Aware Network for Non-Rigid Shape Prediction from a Single View. Self-Improving Visual Odometry. Learning to Detect. Semi-supervised Hashing for Semi-Paired Cross-View Retrieval. Non-attracting Regions of Local Minima in Deep and Wide Neural …