Beyond 5G: Leveraging Cell Free TDD Massive MIMO using Cascaded Deep learning. Model Agnostic Contrastive Explanations for Structured Data. Support Vector Machine Classifier via $L_{0/1}$ Soft-Margin Loss. Customizable Architecture Search for Semantic Segmentation. Cross-Modal Self-Attention Network for Referring Image Segmentation. Facial Pose Est …

Effective problem solving using SAT solvers. An Autonomous Performance Testing Framework using Self-Adaptive Fuzzy Reinforcement Learning. Conflict as an Inverse of Attention in Sequence Relationship. Restoring Chaos Using Deep Reinforcement Learning. Efficient Profile Maximum Likelihood for Universal Symmetric Property Estimation. Generative Learn …

Aesthetics of Neural Network Art. Road-network-based Rapid Geolocalization. Convolutional Neural Networks for Speech Controlled Prosthetic Hands. Generalisation in fully-connected neural networks for time series forecasting. General Method for Prime-point Cyclic Convolution over the Real Field. Automated Model Selection with Bayesian Quadrature. Ca …

Forecasting Wireless Demand with Extreme Values using Feature Embedding in Gaussian Processes. Intra-day Equity Price Prediction using Deep Learning as a Measure of Market Efficiency. Validation of a deep learning mammography model in a population with low screening rates. Two-phase flow regime prediction using LSTM based deep recurrent neural netw …

Creating Auxiliary Representations from Charge Definitions for Criminal Charge Prediction. Knowledge-rich Image Gist Understanding Beyond Literal Meaning. Web Stereo Video Supervision for Depth Prediction from Dynamic Scenes. Maximum entropy methods for texture synthesis: theory and practice. Semi-supervised Complex-valued GAN for Polarimetric SAR …

Multimodal Dataset of Human-Robot Hugging Interaction. Heartbeat Anomaly Detection using Adversarial Oversampling. Multi-Modal Generative Adversarial Network for Short Product Title Generation in Mobile E-Commerce. Meta-Q-Learning. Neural Logic Reinforcement Learning. Learning Disentangled Representations with Reference-Based Variational Autoencode …

Pedestrian Tracking by Probabilistic Data Association and Correspondence Embeddings. Thompson Sampling with Approximate Inference. Deep Adaptive Input Normalization for Time Series Forecasting. Selection via Proxy: Efficient Data Selection for Deep Learning. StRE: Self Attentive Edit Quality Prediction in Wikipedia. Techniques for Inferring Context …

Triplet-Aware Scene Graph Embeddings. Machine Learning at Microsoft with ML .NET. Efficient Data Analytics on Augmented Similarity Triplets. Learning Sparse Mixture of Experts for Visual Question Answering. Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering. A Multi …

Active learning for enumerating local minima based on Gaussian process derivatives. Modeling Electromagnetic Navigation Systems for Medical Applications using Random Forests and Artificial Neural Networks. Algorithmic Guarantees for Inverse Imaging with Untrained Network Priors. Report on the SIGIR 2019 Workshop on eCommerce (ECOM19). BasisConv: A …

A Vietnamese information retrieval system for product-price. In-memory hyperdimensional computing. Are skip connections necessary for biologically plausible learning rules?. Adaptive Curriculum Generation from Demonstrations for Sim-to-Real Visuomotor Control. Automatic Video Object Segmentation via Motion-Appearance-Stream Fusion and Instance-awar …

Word-order biases in deep-agent emergent communication. Motion Planning Networks: Bridging the Gap Between Learning-based and Classical Motion Planners. A Speech Act Classifier for Persian Texts and its Application in Identify Speech Act of Rumors. MGP-AttTCN: An Interpretable Machine Learning Model for the Prediction of Sepsis. Time series model s …

Learning a Generic Adaptive Wavelet Shrinkage Function for Denoising. CycleGAN-VC2: Improved CycleGAN-based Non-parallel Voice Conversion. Hybrid Kronecker Product Decomposition and Approximation. A superpixel-driven deep learning approach for the analysis of dermatological wounds. A note on the quasiconvex Jensen divergences and the quasiconvex Br …

Deep Cross-Modal Hashing with Hashing Functions and Unified Hash Codes Jointly Learning. Skill Transfer in Deep Reinforcement Learning under Morphological Heterogeneity. Learning Priors for Adversarial Autoencoders. Mixed pooling of seasonality in time series pallet forecasting. A Survey on GANs for Anomaly Detection. Ensemble Quantile Classifier. …

DSANet: Dual Self-Attention Network for Multivariate Time Series Forecasting. Scalable Convolutional Neural Network for Image Compressed Sensing. Curriculum-guided Hindsight Experience Replay. Semi-supervised Entity Alignment via Joint Knowledge Embedding Model and Cross-graph Model. FaceGenderID: Exploiting Gender Information in DCNNs Face Recogni …

SemEval-2019 Task 10: Math Question Answering. ST-LSTM: A Deep Learning Approach Combined Spatio-Temporal Features for Short-Term. Memory-oriented Decoder for Light Field Salient Object Detection. MarginGAN: Adversarial Training in Semi-Supervised Learning. Spatiotemporal Multi-Graph Convolution Networkfor Ride-hailing Demand Forecasting. Effective …

TARGER: Neural Argument Mining at Your Fingertips. Regret Minimization for Reinforcement Learning with Vectorial Feedback and Complex Objectives. Evaluating shallow and deep learning strategies for the 2018 n2c2 shared task on clinical text classification. Projected Stein Variational Newton: A Fast and Scalable Bayesian Inference Method in High Dim …