Hamiltonian Neural Networks. Passage Re-ranking with BERT. FSS-1000: A 1000-Class Dataset for Few-Shot Segmentation. A Real-Time Wideband Neural Vocoder at 1.6 kb/s Using LPCNet. Planning with Goal-Conditioned Policies. Accurate and Robust Alignment of Variable-stained Histologic Images Using a General-purpose Greedy Diffeomorphic Registration Tool …

Understand customer reviews with less data and in short time: pretrained language representation and active learning. Crowd Counting Using Scale-Aware Attention Networks. MarioNETte: Few-shot Face Reenactment Preserving Identity of Unseen Targets. STAR-Net: Action Recognition using Spatio-Temporal Activation Reprojection. Cycle-SUM: Cycle-consisten …

A new method for quantifying network cyclic structure to improve community detection. Direct training based spiking convolutional neural networks for object recognition. Federated Forest. Automated Segmentation of Lesions in Ultrasound Using Semi-pixel-wise Cycle Generative Adversarial Nets. Disentangled Relational Representations for Explaining an …

Temporal Registration in Application to In-utero MRI Time Series. Learning One-hidden-layer neural networks via Provable Gradient Descent with Random Initialization. Distributed Machine Learning on Mobile Devices: A Survey. Mid-price Prediction Based on Machine Learning Methods with Technical and Quantitative Indicators. Spherical U-Net on Cortical …

MIDV-2019: Challenges of the modern mobile-based document OCR. Concept and Experimental Demonstration of Optical IM/DD End-to-End System Optimization using a Generative Model. Fair Algorithms for Clustering. Evaluating Conformance Measures in Process Mining using Conformance Propositions (Extended version). Multi-Modal Deep Clustering: Unsupervised …

Sparse Sequence-to-Sequence Models. Privacy-Preserving Causal Inference via Inverse Probability Weighting. Learning Regional Attraction for Line Segment Detection. A GMM based algorithm to generate point-cloud and its application to neuroimaging. Domain Differential Adaptation for Neural Machine Translation. Machine and Deep Learning for Crowd Anal …

Secretary Ranking with Minimal Inversions. Evaluating and Enhancing the Robustness of Dialogue Systems: A Case Study on a Negotiation Agent. Macrocosm: Social Media Persona Linking for Open Source Intelligence Applications. Fast Convergence of Natural Gradient Descent for Over-Parameterized Neural Networks. FASPell: A Fast, Adaptable, Simple, Power …

``A Buster Keaton of Linguistics’': First Automated Approaches for the Extraction of Vossian Antonomasia. Proceedings of TyP-NLP: The First Workshop on Typology for Polyglot NLP. sthruggle at SemEval-2019 Task 5: An Ensemble Approach to Hate Speech Detection. On the Relation between Position Information and Sentence Length in Neural Machine Transla …