Exploring Language Similarities with Dimensionality Reduction Technique. Practical Deep Learning with Bayesian Principles. MLQA: Evaluating Cross-lingual Extractive Question Answering. Attentive Modality Hopping Mechanism for Speech Emotion Recognition. Temporal Localization of Moments in Video Collections with Natural Language. An Unsupervised Aut …

CommonGen: A Constrained Text Generation Dataset Towards Generative Commonsense Reasoning. Correction of Electron Back-scattered Diffraction datasets using an evolutionary algorithm. Are We Consistently Biased? Multidimensional Analysis of Biases in Distributional Word Vectors. GA-Net: Guided Aggregation Net for End-to-end Stereo Matching. Image Re …

Preconditioned P-ULA for Joint Deconvolution-Segmentation of Ultrasound Images – Extended Version. Learning to Localize Temporal Events in Large-scale Video Data. Estudo comparativo de meta-heurísticas para problemas de colorações de grafos. Deep Learning for Multi-Scale Changepoint Detection in Multivariate Time Series. High-dimensional structure …

Online Forecasting of Total-Variation-bounded Sequences. BERT-CNN: a Hierarchical Patent Classifier Based on a Pre-Trained Language Model. Rating for Parents: Predicting Children Suitability Rating for Movies Based on Language of the Movies. Automated Multiclass Cardiac Volume Segmentation and Model Generation. Causal Simulations for Uplift Modelin …

Knowledge-guided Text Structuring in Clinical Trials. Machine Learning-enhanced Realistic Framework for Real-time Seismic Monitoring – The Winning Solution of the 2017 International Aftershock Detection Contest. Machine Truth Serum. Bayesian Modelling in Practice: Using Uncertainty to Improve Trustworthiness in Medical Applications. High-Resolutio …

Early recurrence enables figure border ownership. Post-Earthquake Assessment of Buildings Using Deep Learning. Learning from Multiple Complementary Labels. Private Learning Implies Online Learning: An Efficient Reduction. Dual Adversarial Co-Learning for Multi-Domain Text Classification. Void region segmentation in ball grid array using u-net appro …

Reservoir Computing Models for Patient-Adaptable ECG Monitoring in Wearable Devices. Joint Detection and Location of English Puns. MIMIC-CXR-JPG, a large publicly available database of labeled chest radiographs. On the Transferability of Spectral Graph Filters. Towards Understanding Chinese Checkers with Heuristics, Monte Carlo Tree Search, and Dee …

Generative Models For Deep Learning with Very Scarce Data. Towards Design Methodology of Efficient Fast Algorithms for Accelerating Generative Adversarial Networks on FPGAs. AdapNet: Adaptability Decomposing Encoder-Decoder Network for Weakly Supervised Action Recognition and Localization. Straggler-Agnostic and Communication-Efficient Distributed …