On the Separability of Classes with the Cross-Entropy Loss Function. Deep Workpiece Region Segmentation for Bin Picking. Anchor Loss: Modulating Loss Scale based on Prediction Difficulty. Research Directions in Democratizing Innovation through Design Automation, One-Click Manufacturing Services and Intelligent Machines. How Old Are You? Face Age Tr …

Knowledge Authoring and Question Answering with KALM. Stochastic Channel-Based Federated Learning for Medical Data Privacy Preserving. SCE: A manifold regularized set-covering method for data partitioning. BUT System Description to VoxCeleb Speaker Recognition Challenge 2019. Small Target Detection for Search and Rescue Operations using Distributed …

Improving the Scalability of a Prosumer Cooperative Game with K-Means Clustering. Corticospinal Tract (CST) reconstruction based on fiber orientation distributions(FODs) tractography. Low-Shot Classification: A Comparison of Classical and Deep Transfer Machine Learning Approaches. A Deep Neural Network for Short-Segment Speaker Recognition. From Sp …

CN-CELEB: a challenging Chinese speaker recognition dataset. Deep Learning in Video Multi-Object Tracking: A Survey. Neural Language Model for Automated Classification of Electronic Medical Records at the Emergency Room. The Significant Benefit of Unsupervised Generative Pre-training. On Distance and Kernel Measures of Conditional Independence. Fac …

SVAG: Unified Convergence Results for SAG-SAGA Interpolation with Stochastic Variance Adjusted Gradient Descent. Sparse multiresolution representations with adaptive kernels. Simultaneous regression and feature learning for facial landmarking. FoxNet: A Multi-face Alignment Method. Joint Face Detection and Facial Motion Retargeting for Multiple Fac …

Analysis and Visualization of Deep Neural Networks in Device-Free Wi-Fi Indoor Localization. Learning Monocular Visual Odometry through Geometry-Aware Curriculum Learning. Modeling and Analysis of Tagging Networks in Stack Exchange Communities. Exploiting Epistemic Uncertainty of Anatomy Segmentation for Anomaly Detection in Retinal OCT. Sparse2Den …

From Community to Role-based Graph Embeddings. Comparison of brain connectomes using geodesic distance on manifold:a twin study. Global Capacity Measures for Deep ReLU Networks via Path Sampling. Guided Attention Network for Object Detection and Counting on Drones. Tensor-Train Parameterization for Ultra Dimensionality Reduction. Automatic trajecto …

Fair Predictors under Distribution Shift. End-to-end Hand Mesh Recovery from a Monocular RGB Image. A New Class of Time Dependent Latent Factor Models with Applications. Evaluating Sequence-to-Sequence Models for Handwritten Text Recognition. Albanian Language Identification in Text Documents. Light Field Synthesis by Training Deep Network in the R …