| Variational Model-Based Imitation Learning in High-Dimensional Observation Spaces | Mar 9, 2021 | Imitation LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| Memory-efficient Learning for High-Dimensional MRI Reconstruction | Mar 6, 2021 | compressed sensingGPU | —Unverified | 0 |
| High Perceptual Quality Image Denoising with a Posterior Sampling CGAN | Mar 6, 2021 | DenoisingImage Denoising | CodeCode Available | 1 |
| High-dimensional estimation of quadratic variation based on penalized realized variance | Mar 4, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Perceptual Image Restoration with High-Quality Priori and Degradation Learning | Mar 4, 2021 | Image Quality AssessmentImage Restoration | —Unverified | 0 |
| Pricing high-dimensional Bermudan options with hierarchical tensor formats | Mar 2, 2021 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Sequential Place Learning: Heuristic-Free High-Performance Long-Term Place Recognition | Mar 2, 2021 | Autonomous DrivingAutonomous Navigation | CodeCode Available | 1 |
| High Accuracy Visible Light Positioning Based on Multi-target Tracking Algorithm | Mar 1, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Exploring the high dimensional geometry of HSI features | Mar 1, 2021 | AttributeVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Snowflake: Scaling GNNs to High-Dimensional Continuous Control via Parameter Freezing | Mar 1, 2021 | continuous-controlContinuous Control | CodeCode Available | 0 |
| Challenges and Opportunities in High-dimensional Variational Inference | Mar 1, 2021 | Variational InferenceVocal Bursts Intensity Prediction | —Unverified | 0 |
| High-Dimensional Bayesian Optimization with Sparse Axis-Aligned Subspaces | Feb 27, 2021 | Bayesian OptimizationVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| A High-Throughput Multi-Mode LDPC Decoder for 5G NR | Feb 25, 2021 | DecoderVocal Bursts Intensity Prediction | —Unverified | 0 |
| Modeling Price Clustering in High-Frequency Prices | Feb 24, 2021 | ClusteringVocal Bursts Intensity Prediction | —Unverified | 0 |
| Learning High-Order Interactions via Targeted Pattern Search | Feb 23, 2021 | Binary ClassificationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Solving high-dimensional parabolic PDEs using the tensor train format | Feb 23, 2021 | Computational EfficiencyVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Augmenting High-dimensional Nonlinear Optimization with Conditional GANs | Feb 20, 2021 | DiversityGenerative Adversarial Network | CodeCode Available | 0 |
| High-order Differentiable Autoencoder for Nonlinear Model Reduction | Feb 19, 2021 | GPUmodel | —Unverified | 0 |
| Distributed Bootstrap for Simultaneous Inference Under High Dimensionality | Feb 19, 2021 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Joint Characterization of Multiscale Information in High Dimensional Data | Feb 18, 2021 | Dimensionality ReductionTime Series | —Unverified | 0 |
| HandTailor: Towards High-Precision Monocular 3D Hand Recovery | Feb 18, 2021 | 3D Hand Pose EstimationCPU | CodeCode Available | 1 |
| A Simple Unified Framework for High Dimensional Bandit Problems | Feb 18, 2021 | Drug Discoveryparameter estimation | —Unverified | 0 |
| HVAQ: A High-Resolution Vision-Based Air Quality Dataset | Feb 18, 2021 | Vocal Bursts Intensity Prediction | CodeCode Available | 1 |
| New Methods for Detecting Concentric Objects With High Accuracy | Feb 16, 2021 | Autonomous NavigationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Hough2Map -- Iterative Event-based Hough Transform for High-Speed Railway Mapping | Feb 16, 2021 | Vocal Bursts Intensity Prediction | CodeCode Available | 1 |
| HDMI: High-order Deep Multiplex Infomax | Feb 15, 2021 | Node ClassificationRepresentation Learning | CodeCode Available | 1 |
| High-Dimensional Gaussian Process Inference with Derivatives | Feb 15, 2021 | Gaussian ProcessesVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Fast, Accurate Barcode Detection in Ultra High-Resolution Images | Feb 13, 2021 | object-detectionObject Detection | CodeCode Available | 0 |
| Projected Wasserstein gradient descent for high-dimensional Bayesian inference | Feb 12, 2021 | Bayesian InferenceDensity Estimation | CodeCode Available | 0 |
| High-Performance Large-Scale Image Recognition Without Normalization | Feb 11, 2021 | image-classificationImage Classification | CodeCode Available | 1 |
| On the Suboptimality of Thompson Sampling in High Dimensions | Feb 10, 2021 | Thompson SamplingVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Counting and Locating High-Density Objects Using Convolutional Neural Network | Feb 8, 2021 | Object CountingVocal Bursts Intensity Prediction | —Unverified | 0 |
| Long-time simulations with high fidelity on quantum hardware | Feb 8, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Doubly Residual Neural Decoder: Towards Low-Complexity High-Performance Channel Decoding | Feb 8, 2021 | DecoderVocal Bursts Intensity Prediction | —Unverified | 0 |
| Unsupervised Audio-Visual Subspace Alignment for High-Stakes Deception Detection | Feb 6, 2021 | Deception DetectionTransfer Learning | —Unverified | 0 |
| Network Support for High-performance Distributed Machine Learning | Feb 5, 2021 | BIG-bench Machine LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| Learning High Dimensional Wasserstein Geodesics | Feb 5, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High-level Approaches to Detect Malicious Political Activity on Twitter | Feb 4, 2021 | Vocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Unobserved classes and extra variables in high-dimensional discriminant analysis | Feb 3, 2021 | ClassificationGeneral Classification | —Unverified | 0 |
| Deep High-Resolution Network for Low Dose X-ray CT Denoising | Feb 1, 2021 | DenoisingSSIM | —Unverified | 0 |
| High Fidelity Speech Regeneration with Application to Speech Enhancement | Jan 31, 2021 | DenoisingSpeaker Separation | —Unverified | 0 |
| High-Low Frequency Detectors | Jan 27, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High Resolution, Deep Imaging Using Confocal Time-of-flight Diffuse Optical Tomography | Jan 27, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High‐purity Solid SiO2 Nanodumbbells for Levitated Optomechanics | Jan 25, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High-Confidence Off-Policy (or Counterfactual) Variance Estimation | Jan 25, 2021 | counterfactualDecision Making | —Unverified | 0 |
| ReliefE: Feature Ranking in High-dimensional Spaces via Manifold Embeddings | Jan 23, 2021 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | CodeCode Available | 0 |
| Snapshot Hyperspectral Imaging Based on Weighted High-order Singular Value Regularization | Jan 22, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Sparsistent filtering of comovement networks from high-dimensional data | Jan 22, 2021 | Dimensionality ReductionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Regular spiking in high conductance states: the essential role of inhibition | Jan 21, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Beyond Fine-tuning: Classifying High Resolution Mammograms using Function-Preserving Transformations | Jan 20, 2021 | Cancer-no cancer per image classificationGPU | —Unverified | 0 |