| BML: A High-performance, Low-cost Gradient Synchronization Algorithm for DML Training | Dec 1, 2018 | GPUVocal Bursts Intensity Prediction | —Unverified | 0 |
| Designing by Training: Acceleration Neural Network for Fast High-Dimensional Convolution | Dec 1, 2018 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Efficient High Dimensional Bayesian Optimization with Additivity and Quadrature Fourier Features | Dec 1, 2018 | Bayesian OptimizationHyperparameter Optimization | —Unverified | 0 |
| Stochastic Composite Mirror Descent: Optimal Bounds with High Probabilities | Dec 1, 2018 | Generalization BoundsVocal Bursts Intensity Prediction | —Unverified | 0 |
| Low Cost Edge Sensing for High Quality Demosaicking | Nov 28, 2018 | DemosaickingVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Systematic Exploration of the High Likelihood Set of Phylogenetic Tree Topologies | Nov 27, 2018 | BlockingVocal Bursts Intensity Prediction | —Unverified | 0 |
| High-dimensional Index Volatility Models via Stein's Identity | Nov 27, 2018 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High-Dimensional Robust Mean Estimation in Nearly-Linear Time | Nov 23, 2018 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High Dimensional Classification through _0-Penalized Empirical Risk Minimization | Nov 23, 2018 | Binary ClassificationClassification | CodeCode Available | 0 |
| Solving Nonlinear and High-Dimensional Partial Differential Equations via Deep Learning | Nov 21, 2018 | Vocal Bursts Intensity Prediction | CodeCode Available | 1 |
| High-Level Strategy Selection under Partial Observability in StarCraft: Brood War | Nov 21, 2018 | Real-Time Strategy Gamesreinforcement-learning | —Unverified | 0 |
| Event-based High Dynamic Range Image and Very High Frame Rate Video Generation using Conditional Generative Adversarial Networks | Nov 20, 2018 | Video GenerationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Alexandria: Unsupervised High-Precision Knowledge Base Construction using a Probabilistic Program | Nov 17, 2018 | Knowledge Base ConstructionVocal Bursts Intensity Prediction | —Unverified | 0 |
| High SNR Consistent Compressive Sensing Without Signal and Noise Statistics | Nov 17, 2018 | Compressive Sensingregression | —Unverified | 0 |
| Optogenetic vision restoration with high resolution | Nov 16, 2018 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High Granular Operator Spaces, and Less-Contaminated General Rough Mereologies | Nov 15, 2018 | Decision MakingVocal Bursts Intensity Prediction | —Unverified | 0 |
| Unsupervised organization of cervical cells using high resolution digital holographic microscopy | Nov 13, 2018 | Image ClusteringVocal Bursts Intensity Prediction | —Unverified | 0 |
| Quantifying the performance of high-throughput directed evolution protocols | Nov 13, 2018 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Estimation of High-Dimensional Seemingly Unrelated Regression Models | Nov 13, 2018 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Anomaly Detection using Autoencoders in High Performance Computing Systems | Nov 13, 2018 | Anomaly DetectionVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Swift Two-sample Test on High-dimensional Neural Spiking Data | Nov 11, 2018 | Vocal Bursts Intensity PredictionVocal Bursts Valence Prediction | —Unverified | 0 |
| Intrinsic Geometric Vulnerability of High-Dimensional Artificial Intelligence | Nov 8, 2018 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High Speed Tracking With A Fourier Domain Kernelized Correlation Filter | Nov 8, 2018 | AttributeVocal Bursts Intensity Prediction | —Unverified | 0 |
| Scale calibration for high-dimensional robust regression | Nov 6, 2018 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| A Bit Too Much? High Speed Imaging from Sparse Photon Counts | Nov 6, 2018 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Fast High-Dimensional Bilateral and Nonlocal Means Filtering | Nov 6, 2018 | ClusteringQuantization | CodeCode Available | 0 |
| A Fast Algorithm for Clustering High Dimensional Feature Vectors | Nov 2, 2018 | ClusteringVocal Bursts Intensity Prediction | —Unverified | 0 |
| PizzaPal: Conversational Pizza Ordering using a High-Density Conversational AI Platform | Nov 1, 2018 | dialog state trackingSpeech Recognition | —Unverified | 0 |
| HMLasso: Lasso with High Missing Rate | Nov 1, 2018 | Missing Valuesregression | —Unverified | 0 |
| Towards Highly Accurate and Stable Face Alignment for High-Resolution Videos | Nov 1, 2018 | Face AlignmentPose Estimation | CodeCode Available | 0 |
| Contextual Hourglass Network for Semantic Segmentation of High Resolution Aerial Imagery | Oct 30, 2018 | DecoderSegmentation | —Unverified | 0 |
| Modified Multidimensional Scaling and High Dimensional Clustering | Oct 24, 2018 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Understanding the Acceleration Phenomenon via High-Resolution Differential Equations | Oct 21, 2018 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Robust Sparse Reduced Rank Regression in High Dimensions | Oct 18, 2018 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| High-dimensional Varying Index Coefficient Models via Stein's Identity | Oct 16, 2018 | parameter estimationVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Feature Learning for Fault Detection in High-Dimensional Condition-Monitoring Signals | Oct 12, 2018 | Dimensionality ReductionFault Detection | CodeCode Available | 0 |
| Unpaired High-Resolution and Scalable Style Transfer Using Generative Adversarial Networks | Oct 10, 2018 | Style TransferVocal Bursts Intensity Prediction | —Unverified | 0 |
| High-Dimensional Poisson DAG Model Learning Using _1-Regularized Regression | Oct 5, 2018 | regressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Approximate Leave-One-Out for High-Dimensional Non-Differentiable Learning Problems | Oct 4, 2018 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Projective Inference in High-dimensional Problems: Prediction and Feature Selection | Oct 4, 2018 | feature selectionVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| A Nonparametric Approach to High-dimensional k-sample Comparison Problems | Oct 3, 2018 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Operation-guided Neural Networks for High Fidelity Data-To-Text Generation | Oct 1, 2018 | Data-to-Text GenerationDecoder | —Unverified | 0 |
| Large Scale GAN Training for High Fidelity Natural Image Synthesis | Sep 28, 2018 | Conditional Image GenerationImage Generation | CodeCode Available | 1 |
| EDDI: Efficient Dynamic Discovery of High-Value Information with Partial VAE | Sep 28, 2018 | Decision MakingDiagnostic | CodeCode Available | 0 |
| A Learning Framework for High Precision Industrial Assembly | Sep 23, 2018 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| High-Temperature Structure Detection in Ferromagnets | Sep 21, 2018 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High Performance Zero-Memory Overhead Direct Convolutions | Sep 20, 2018 | CPUVocal Bursts Intensity Prediction | —Unverified | 0 |
| The unreasonable effectiveness of small neural ensembles in high-dimensional brain | Sep 20, 2018 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| LaSOT: A High-quality Benchmark for Large-scale Single Object Tracking | Sep 20, 2018 | Object TrackingVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Ranking Distillation: Learning Compact Ranking Models With High Performance for Recommender System | Sep 19, 2018 | Knowledge DistillationLearning-To-Rank | CodeCode Available | 0 |