The StreetLearn Environment and Dataset. Variational Inference with Numerical Derivatives: variance reduction through coupling. 3D Face Modeling From Diverse Raw Scan Data. Reprogrammable Electro-Optic Nonlinear Activation Functions for Optical Neural Networks. Adaptive Gradient Methods with Dynamic Bound of Learning Rate. Unsupervised learning of …

Scene Graph Prediction with Limited Labels. Neural Consciousness Flow. Path Ranking with Attention to Type Hierarchies. Contextual Encoder-Decoder Network for Visual Saliency Prediction. DELTA: A DEep learning based Language Technology plAtform. Forecasting Pedestrian Trajectory with Machine-Annotated Training Data. Simple vs complex temporal recur …

Intention Recognition of Pedestrians and Cyclists by 2D Pose Estimation. The iMaterialist Fashion Attribute Dataset. DELTA: DEep Learning Transfer using Feature Map with Attention for Convolutional Networks. Context Model for Pedestrian Intention Prediction using Factored Latent-Dynamic Conditional Random Fields. Correlation Clustering with Same-Cl …

PaccMann$^{RL}$: Designing anticancer drugs from transcriptomic data via reinforcement learning. Finding Archetypal Spaces Using Neural Networks. GAN-based Virtual Re-Staining: A Promising Solution for Whole Slide Image Analysis. Audio Denoising with Deep Network Priors. Systematic quantitative analyses reveal the folk-zoological knowledge embedded …

Learning Compact Neural Networks Using Ordinary Differential Equations as Activation Functions. EmoBed: Strengthening Monomodal Emotion Recognition via Training with Crossmodal Emotion Embeddings. Learning high-dimensional probability distributions using tree tensor networks. Making AI meaningful again. Learning Part Generation and Assembly for Str …

Automatic Differentiation for Complex Valued SVD. Big Data Analytics and AI in Mental Healthcare. An Upper Bound for Minimum True Matches in Graph Isomorphism with Simulated Annealing. Visual Query Answering by Entity-Attribute Graph Matching and Reasoning. Drug-drug interaction prediction based on co-medication patterns and graph matching. Computi …

Kannada-MNIST: A new handwritten digits dataset for the Kannada language. Adversarial Robustness Against the Union of Multiple Perturbation Models. Two Decades of Network Science as seen through the co-authorship network of network scientists. Matching Images and Text with Multi-modal Tensor Fusion and Re-ranking. Asymmetric Shapley values: incorpo …

Early warning in egg production curves from commercial hens: A SVM approach. A Cooperative Autoencoder for Population-Based Regularization of CNN Image Registration. Understanding Geometry of Encoder-Decoder CNNs. Towards an automatic recognition of mixed languages: The Ukrainian-Russian hybrid language Surzhyk. The Neural State Pushdown Automata. …

A system for generating complex physically accurate sensor images for automotive applications. Recognition of Multiple Food Items in a Single Photo for Use in a Buffet-Style Restaurant. Robust Model Predictive Shielding for Safe Reinforcement Learning with Stochastic Dynamics. BioNLP-OST 2019 RDoC Tasks: Multi-grain Neural Relevance Ranking Using T …

Gated-Dilated Networks for Lung Nodule Classification in CT scans. SGAS: Sequential Greedy Architecture Search. TensorNetwork for Machine Learning. Fast End-to-End Wikification. Extending Deep Knowledge Tracing: Inferring Interpretable Knowledge and Predicting Post-System Performance. NNVA: Neural Network Assisted Visual Analysis of Yeast Cell Pola …

Attention-based Deep Reinforcement Learning for Multi-view Environments. Machine Learning on EPEX Order Books: Insights and Forecasts. Rethinking the Artificial Neural Networks: A Mesh of Subnets with a Central Mechanism for Storing and Predicting the Data. Analyzing Privacy Loss in Updates of Natural Language Models. Interactive Differentiable Sim …

hULMonA: The Universal Language Model in Arabic. Shallow RNN: Accurate Time-series Classification on Resource Constrained Devices. Planning in entropy-regularized Markov decision processes and games. Arbicon-Net: Arbitrary Continuous Geometric Transformation Networks for Image Registration. Efficient Pure Exploration in Adaptive Round model. Visual …

In Your Pace: Learning the Right Example at the Right Time. Twitter Bot Detection using Diversity Measures. Analysing Representations of Memory Impairment in a Clinical Notes Classification Model. Rumor Detection by Exploiting User Credibility Information, Attention and Multi-task Learning. Occlusion-Aware Networks for 3D Human Pose Estimation in V …

Complaint Analysis and Classification for Economic and Food Safety. Efficient Parameter-Free Clustering Using First Neighbor Relations. Enhancing BERT for Lexical Normalization. Natural Language Generation: Recently Learned Lessons, Directions for Semantic Representation-based Approaches, and the Case of Brazilian Portuguese Language. SpiderBoost a …