| 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 |
| 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 |
| Ranking Distillation: Learning Compact Ranking Models With High Performance for Recommender System | Sep 19, 2018 | Knowledge DistillationLearning-To-Rank | CodeCode Available | 0 |
| A convex formulation for high-dimensional sparse sliced inverse regression | Sep 17, 2018 | Dimensionality Reductionregression | —Unverified | 0 |
| Zeroth-order Nonconvex Stochastic Optimization: Handling Constraints, High-Dimensionality and Saddle-Points | Sep 17, 2018 | Stochastic OptimizationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Real-Time Nonparametric Anomaly Detection in High-Dimensional Settings | Sep 14, 2018 | Anomaly DetectionVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| High-Accuracy Inference in Neuromorphic Circuits using Hardware-Aware Training | Sep 13, 2018 | QuantizationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Visualization of High-dimensional Scalar Functions Using Principal Parameterizations | Sep 11, 2018 | Dimensionality ReductionSensitivity | CodeCode Available | 0 |
| Efficient Statistics, in High Dimensions, from Truncated Samples | Sep 11, 2018 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Benefits of Positioning-Aided Communication Technology in High-Frequency Industrial IoT | Sep 10, 2018 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Approximation and Estimation for High-Dimensional Deep Learning Networks | Sep 10, 2018 | Deep LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| Operations Guided Neural Networks for High Fidelity Data-To-Text Generation | Sep 8, 2018 | Data-to-Text GenerationDecoder | CodeCode Available | 0 |
| Selective Refinement Network for High Performance Face Detection | Sep 7, 2018 | Face DetectionGeneral Classification | CodeCode Available | 0 |
| Connecting Image Denoising and High-Level Vision Tasks via Deep Learning | Sep 6, 2018 | DenoisingImage Denoising | CodeCode Available | 0 |
| Pore detection in high-resolution fingerprint images using Deep Residual Network | Sep 6, 2018 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Optimal Sparse Singular Value Decomposition for High-dimensional High-order Data | Sep 6, 2018 | Dimensionality ReductionVocal Bursts Intensity Prediction | —Unverified | 0 |
| VLSTM: Very Long Short-Term Memory Networks for High-Frequency Trading | Sep 5, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Faster Balanced Clusterings in High Dimension | Sep 4, 2018 | ClusteringConstrained Clustering | —Unverified | 0 |
| Uniform Inference in High-Dimensional Gaussian Graphical Models | Aug 30, 2018 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Direct Output Connection for a High-Rank Language Model | Aug 30, 2018 | Constituency ParsingHeadline Generation | CodeCode Available | 0 |
| High-confidence error estimates for learned value functions | Aug 28, 2018 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Parameter-wise co-clustering for high-dimensional data | Aug 25, 2018 | ClusteringDimensionality Reduction | —Unverified | 0 |
| High quality ultrasonic multi-line transmission through deep learning | Aug 23, 2018 | Deep LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| High frame-rate cardiac ultrasound imaging with deep learning | Aug 23, 2018 | Deep LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| Local Parametric Estimation in High Frequency Data | Aug 21, 2018 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Deep Multiple Instance Learning for Airplane Detection in High Resolution Imagery | Aug 19, 2018 | Multiple Instance LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| Joint & Progressive Learning from High-Dimensional Data for Multi-Label Classification | Aug 15, 2018 | General ClassificationMulti-Label Classification | —Unverified | 0 |
| DeepDownscale: a Deep Learning Strategy for High-Resolution Weather Forecast | Aug 15, 2018 | Deep LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| Robust high dimensional factor models with applications to statistical machine learning | Aug 12, 2018 | BIG-bench Machine LearningModel Selection | —Unverified | 0 |
| Hybrid Subspace Learning for High-Dimensional Data | Aug 5, 2018 | Dimensionality ReductionVideo Background Subtraction | —Unverified | 0 |
| Feature Grouping as a Stochastic Regularizer for High-Dimensional Structured Data | Jul 31, 2018 | ClusteringDenoising | CodeCode Available | 0 |
| Serverless computing provides on-demand high performance computing for biomedical research | Jul 31, 2018 | AllCloud Computing | —Unverified | 0 |
| High-dimensional estimation via sum-of-squares proofs | Jul 30, 2018 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Improving High Resolution Histology Image Classification with Deep Spatial Fusion Network | Jul 27, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Message-passing neural networks for high-throughput polymer screening | Jul 26, 2018 | 3D geometryBIG-bench Machine Learning | CodeCode Available | 0 |
| A Novel ILP Framework for Summarizing Content with High Lexical Variety | Jul 25, 2018 | Abstractive Text SummarizationArticles | —Unverified | 0 |
| Fast Vessel Segmentation and Tracking in Ultra High-Frequency Ultrasound Images | Jul 23, 2018 | GPUVocal Bursts Intensity Prediction | —Unverified | 0 |
| Optimize Deep Convolutional Neural Network with Ternarized Weights and High Accuracy | Jul 20, 2018 | Model CompressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| QoS and Coverage Aware Dynamic High Density Vehicle Platooning (HDVP) | Jul 19, 2018 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Deep learning the high variability and randomness inside multimode fibres | Jul 18, 2018 | Deep LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| Fast and Robust High-Dimensional Sparse Representation Recovery Using Generalized SL0 | Jul 15, 2018 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Performance of Image Registration Tools on High-Resolution 3D Brain Images | Jul 13, 2018 | Computational EfficiencyImage Registration | —Unverified | 0 |
| Estimating Cellular Goals from High-Dimensional Biological Data | Jul 11, 2018 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |