SentencePiece: A simple and language independent subword tokenizer and detokenizer for Neural Text Processing. Mixed-Precision Training for NLP and Speech Recognition with OpenSeq2Seq. SFace: An Efficient Network for Face Detection in Large Scale Variations. Stacked Dense U-Nets with Dual Transformers for Robust Face Alignment. Learning Representat …

Few-Shot Learning via Embedding Adaptation with Set-to-Set Functions. Learning to Detect Fake Face Images in the Wild. Deep Reinforcement Learning for Swarm Systems. Multimodal Sentiment Analysis using Hierarchical Fusion with Context Modeling. Graph Neural Networks for IceCube Signal Classification. Multimodal Speech Emotion Recognition Using Audi …

Deep Clustering for Unsupervised Learning of Visual Features. The Emotional Voices Database: Towards Controlling the Emotion Dimension in Voice Generation Systems. Learning in Variational Autoencoders with Kullback-Leibler and Renyi Integral Bounds. Improving Entity Linking by Modeling Latent Relations between Mentions. Neural Network Quine. MIZAN: …

Dirichlet belief networks for topic structure learning. Confidence from Invariance to Image Transformations. PyText: A Seamless Path from NLP research to production. Solving Jigsaw Puzzles By the Graph Connection Laplacian. Revisiting Video Saliency: A Large-scale Benchmark and a New Model. Attention Based Fully Convolutional Network for Speech Emo …

Best Arm Identification for Contaminated Bandits. Synthetic Perfusion Maps: Imaging Perfusion Deficits in DSC-MRI with Deep Learning. Assessing the Utility of Weather Data for Photovoltaic Power Prediction. Efficient Two-Step Adversarial Defense for Deep Neural Networks. The Voice Conversion Challenge 2018: Promoting Development of Parallel and Non …

Generalizing semi-supervised generative adversarial networks to regression using feature contrasting. Adaptive Cost-sensitive Online Classification. A Stochastic Decoder for Neural Machine Translation. Negative Momentum for Improved Game Dynamics. Knowledge Compilation in Multi-Agent Epistemic Logics. Person re-identification with fusion of hand-cr …

Machine Learning Analysis of Heterogeneity in the Effect of Student Mindset Interventions. A survey of advances in epistemic logic program solvers. Ontology-Based Query Expansion with Latently Related Named Entities for Semantic Text Search. On Learning Markov Chains. Event-triggered Natural Hazard Monitoring with Convolutional Neural Networks on t …

Fast Approach to Build an Automatic Sentiment Annotator for Legal Domain using Transfer Learning. Quantum Machine Learning Tensor Network States. Adaptive Semantic Segmentation with a Strategic Curriculum of Proxy Labels. An Unsupervised Multivariate Time Series Kernel Approach for Identifying Patients with Surgical Site Infection from Blood Sample …

Low-Resource Contextual Topic Identification on Speech. Bit-Tactical: Exploiting Ineffectual Computations in Convolutional Neural Networks: Which, Why, and How. Binary Classification with Karmic, Threshold-Quasi-Concave Metrics. Adaptive Quantile Sparse Image (AQuaSI) Prior for Inverse Imaging Problems. Deep Video-Based Performance Cloning. ROI-10D …

Deep Diabetologist: Learning to Prescribe Hyperglycemia Medications with Hierarchical Recurrent Neural Networks. Error Detection in a Large-Scale Lexical Taxonomy. Cleaning up the neighborhood: A full classification for adversarial partial monitoring. The Dynamics of Learning: A Random Matrix Approach. User-Guided Deep Anime Line Art Colorization w …

Person Re-Identification by Semantic Region Representation and Topology Constraint. Rigid Point Registration with Expectation Conditional Maximization. Transfer Learning for Improving Speech Emotion Classification Accuracy. Characterizing Diseases and disorders in Gay Users’ tweets. A General Framework for Counterfactual Learning-to-Rank. Enhancing …

Interlinked Convolutional Neural Networks for Face Parsing. Generalized Spectral Mixture Kernels for Multi-Task Gaussian Processes. Combining Textual Content and Structure to Improve Dialog Similarity. Solving Large Sequential Games with the Excessive Gap Technique. An FPGA-based Massively Parallel Neuromorphic Cortex Simulator. Multifunctionality …

Normalization Before Shaking Toward Learning Symmetrically Distributed Representation Without Margin in Speech Emotion Recognition. Real-time clustering and multi-target tracking using event-based sensors. Humans can decipher adversarial images. Study of Semi-supervised Approaches to Improving English-Mandarin Code-Switching Speech Recognition. Arc …