The Matrix Calculus You Need For Deep Learning. Global-Locally Self-Attentive Dialogue State Tracker. SAFE: A Neural Survival Analysis Model for Fraud Early Detection. MesoNet: a Compact Facial Video Forgery Detection Network. Few-shot 3D Multi-modal Medical Image Segmentation using Generative Adversarial Learning. Learning Compressed Transforms wi …

GAN-based Synthetic Medical Image Augmentation for increased CNN Performance in Liver Lesion Classification. Efficiently Learning Nonstationary Gaussian Processes for Real World Impact. The Effect of Explicit Structure Encoding of Deep Neural Networks for Symbolic Music Generation. Modeling Meaning Associated with Documental Entities: Introducing t …

Deep Supervision with Intermediate Concepts. Deep Learning for Automated Classification of Tuberculosis-Related Chest X-Ray: Dataset Specificity Limits Diagnostic Performance Generalizability. Online Evaluations for Everyone: Mr. DLib’s Living Lab for Scholarly Recommendations. Mining Rank Data. Efficient architecture for deep neural networks with …

A study on the use of Boundary Equilibrium GAN for Approximate Frontalization of Unconstrained Faces to aid in Surveillance. The Taboo Trap: Behavioural Detection of Adversarial Samples. Constrained Counting and Sampling: Bridging the Gap between Theory and Practice. A Survey on Nonconvex Regularization Based Sparse and Low-Rank Recovery in Signal …

Senti-Attend: Image Captioning using Sentiment and Attention. Towards effective AI-powered agile project management. An Adversarial Approach for Explainable AI in Intrusion Detection Systems. Transfer Learning for Action Unit Recognition. IEST: WASSA-2018 Implicit Emotions Shared Task. Strongly polynomial efficient approximation scheme for segmenta …

Semantic Video Segmentation: A Review on Recent Approaches. Non-local RoI for Cross-Object Perception. Lung Structures Enhancement in Chest Radiographs via CT based FCNN Training. CRED: A Deep Residual Network of Convolutional and Recurrent Units for Earthquake Signal Detection. Steering Social Activity: A Stochastic Optimal Control Point Of View. …

Natural Language Interface for Databases Using a Dual-Encoder Model. Depth and Transient Imaging With Compressive SPAD Array Cameras. Deblurring Natural Image Using Super-Gaussian Fields. Do Speakers Produce Discourse Connectives Rationally?. Multi-Input Attention for Unsupervised OCR Correction. Learning 3D Keypoint Descriptors for Non-Rigid Shape …