Enhancing high-content imaging for studying microtubule networks at large-scale. Spatiotemporal Attention Networks for Wind Power Forecasting. Learning to Remember More with Less Memorization. A Tail-Index Analysis of Stochastic Gradient Noise in Deep Neural Networks. Clustering with Fairness Constraints: A Flexible and Scalable Approach. Modeling …

Galaxy Zoo: Probabilistic Morphology through Bayesian CNNs and Active Learning. Fence GAN: Towards Better Anomaly Detection. The Mathematics of Text Structure. Deep Active Learning for Axon-Myelin Segmentation on Histology Data. On the effect of age perception biases for real age regression. Efficient Saliency Maps for Explainable AI. Fooling Neura …

Big Data Approaches to Knot Theory: Understanding the Structure of the Jones Polynomial. Rumour Detection via News Propagation Dynamics and User Representation Learning. Causal Regularization. Jacobian Policy Optimizations. Reading Comprehension Ability Test-A Turing Test for Reading Comprehension. Identity Connections in Residual Nets Improve Nois …

Learning Fair Classifiers in Online Stochastic Settings. DWnet: Deep-Wide Network for 3D Action Recognition. Exploring Multi-Banking Customer-to-Customer Relations in AML Context with Poincaré Embeddings. A Deep Learning Approach for Real-Time 3D Human Action Recognition from Skeletal Data. Device Scheduling with Fast Convergence for Wireless Feder …

Advanced Deep Convolutional Neural Network Approaches for Digital Pathology Image Analysis: a comprehensive evaluation with different use cases. Multi-Agent Actor-Critic with Hierarchical Graph Attention Network. Findings of the 2016 WMT Shared Task on Cross-lingual Pronoun Prediction. An Auto-ML Framework Based on GBDT for Lifelong Learning. Are w …

Spectrum Data Poisoning with Adversarial Deep Learning. Self-Attention Aligner: A Latency-Control End-to-End Model for ASR Using Self-Attention Network and Chunk-Hopping. Understanding MCMC Dynamics as Flows on the Wasserstein Space. DeepAAA: clinically applicable and generalizable detection of abdominal aortic aneurysm using deep learning. Person …

Deep Cross-Lingual Coreference Resolution for Less-Resourced Languages: The Case of Basque. Automatic rubric-based content grading for clinical notes. Transferable AutoML by Model Sharing Over Grouped Datasets. Discriminative Feature Transformation for Occluded Pedestrian Detection. Proceedings of the 5th Workshop on Noisy User-generated Text (W-NU …

Embedding Lexical Features via Tensor Decomposition for Small Sample Humor Recognition. Nonparametric Regressive Point Processes Based on Conditional Gaussian Processes. Multivariate Sparse Coding of Nonstationary Covariances with Gaussian Processes. Using LSTMs to Assess the Obligatoriness of Phonological Distinctive Features for Phonotactic Learn …

Large-Scale Hierarchical Alignment for Data-driven Text Rewriting. Simplification-induced transformations: typology and some characteristics. Multi-Class Part Parsing With Joint Boundary-Semantic Awareness. Barrage of Random Transforms for Adversarially Robust Defense. Sentence Length. VerbAtlas: a Novel Large-Scale Verbal Semantic Resource and Its …

Combining adaptive algorithms and hypergradient method: a performance and robustness study. Better Modeling of Incomplete Annotations for Named Entity Recognition. Hierarchical Self-Attention Network for Action Localization in Videos. Data-Driven Morphological Analysis for Uralic Languages. Critical Learning Periods in Deep Networks. SSF-DAN: Separ …