| High Performance Hyperspectral Image Classification using Graphics Processing Units | May 30, 2021 | ClassificationCPU | —Unverified | 0 |
| Transfer Learning under High-dimensional Generalized Linear Models | May 29, 2021 | Transfer LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| Using Machine Learning to Select High-Quality Measurements | May 28, 2021 | BIG-bench Machine LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| PTNet: A High-Resolution Infant MRI Synthesizer Based on Transformer | May 28, 2021 | Generative Adversarial NetworkVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Quantile Encoder: Tackling High Cardinality Categorical Features in Regression Problems | May 27, 2021 | regressionSpecificity | CodeCode Available | 2 |
| High Tension Lines: Predicting robustness of high-voltage power-grids to cascading failure using network embedding | May 27, 2021 | Graph EmbeddingNetwork Embedding | —Unverified | 0 |
| Deep High-Resolution Representation Learning for Cross-Resolution Person Re-identification | May 25, 2021 | Person Re-IdentificationRepresentation Learning | CodeCode Available | 1 |
| High-Frequency aware Perceptual Image Enhancement | May 25, 2021 | DeblurringDenoising | —Unverified | 0 |
| Distortions Characterization for Dynamic Carrier Allocation in Ultra High-Throughput Satellites | May 25, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Pan-sharpening via High-pass Modification Convolutional Neural Network | May 24, 2021 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| High Dimensional Robust Consensus over Networks with Limited Capacity | May 22, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| ADNet: Attention-guided Deformable Convolutional Network for High Dynamic Range Imaging | May 22, 2021 | Face AlignmentVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Generating High-Quality Explanations for Navigation in Partially-Revealed Environments | May 21, 2021 | counterfactualExplanation Generation | CodeCode Available | 0 |
| Reinforcement learning for instance segmentation with high-level priors | May 21, 2021 | graph partitioningInstance Segmentation | —Unverified | 0 |
| Challenges and Opportunities in High Dimensional Variational Inference | May 21, 2021 | Variational InferenceVocal Bursts Intensity Prediction | —Unverified | 0 |
| ActCooLR – High-Level Learning Rate Schedules using Activation Pattern Temperature | May 21, 2021 | image-classificationImage Classification | —Unverified | 0 |
| High Fidelity Fingerprint Generation: Quality, Uniqueness, and Privacy | May 21, 2021 | Vocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Evaluating Robustness over High Level Driving Instruction for Autonomous Driving | May 20, 2021 | Autonomous DrivingNavigate | CodeCode Available | 0 |
| Semi-Supervised Classification and Segmentation on High Resolution Aerial Images | May 16, 2021 | Classificationimage-classification | CodeCode Available | 1 |
| Theoretical Foundations of t-SNE for Visualizing High-Dimensional Clustered Data | May 16, 2021 | ClusteringData Visualization | —Unverified | 0 |
| Fast-GANFIT: Generative Adversarial Network for High Fidelity 3D Face Reconstruction | May 16, 2021 | 3D Face ReconstructionFace Reconstruction | CodeCode Available | 1 |
| High-Robustness, Low-Transferability Fingerprinting of Neural Networks | May 14, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Dynamic Portfolio Allocation in High Dimensions using Sparse Risk Factors | May 13, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High-Resolution Complex Scene Synthesis with Transformers | May 13, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High-Performance FPGA-based Accelerator for Bayesian Neural Networks | May 12, 2021 | Autonomous VehiclesBayesian Inference | —Unverified | 0 |
| SimNet: Accurate and High-Performance Computer Architecture Simulation using Deep Learning | May 12, 2021 | BIG-bench Machine LearningGPU | CodeCode Available | 1 |
| Multiscale Invertible Generative Networks for High-Dimensional Bayesian Inference | May 12, 2021 | Bayesian InferenceImage Generation | —Unverified | 0 |
| High-Dimensional Experimental Design and Kernel Bandits | May 12, 2021 | Experimental DesignVocal Bursts Intensity Prediction | —Unverified | 0 |
| Scaffolding Simulations with Deep Learning for High-dimensional Deconvolution | May 10, 2021 | Deep Learningparameter estimation | —Unverified | 0 |
| Learning High-Dimensional Distributions with Latent Neural Fokker-Planck Kernels | May 10, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High-performance symbolic-numerics via multiple dispatch | May 9, 2021 | CPUVocal Bursts Intensity Prediction | CodeCode Available | 2 |
| Interpretable machine learning for high-dimensional trajectories of aging health | May 7, 2021 | BIG-bench Machine LearningInterpretable Machine Learning | CodeCode Available | 1 |
| High-dimensional Functional Graphical Model Structure Learning via Neighborhood Selection Approach | May 6, 2021 | Dimensionality ReductionEEG | CodeCode Available | 0 |
| Exploring emotional prototypes in a high dimensional TTS latent space | May 5, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Nonparametric Trace Regression in High Dimensions via Sign Series Representation | May 4, 2021 | compressed sensingMatrix Completion | —Unverified | 0 |
| Surrogate Assisted Semi-supervised Inference for High Dimensional Risk Prediction | May 4, 2021 | Genetic Risk PredictionImputation | —Unverified | 0 |
| High Dimensional Decision Making, Upper and Lower Bounds | May 2, 2021 | Decision MakingVocal Bursts Intensity Prediction | —Unverified | 0 |
| CombAlign: a Tool for Obtaining High-Quality Word Alignments | May 1, 2021 | Vocal Bursts Intensity PredictionWord Alignment | CodeCode Available | 0 |
| DriveGAN: Towards a Controllable High-Quality Neural Simulation | Apr 30, 2021 | Vocal Bursts Intensity Prediction | CodeCode Available | 1 |
| UAV Swarm Position Optimization for High Capacity MIMO Backhaul | Apr 29, 2021 | PositionTranslation | —Unverified | 0 |
| Finding High-Value Training Data Subset through Differentiable Convex Programming | Apr 28, 2021 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| High-Resolution Optical Flow from 1D Attention and Correlation | Apr 28, 2021 | 4kOptical Flow Estimation | CodeCode Available | 1 |
| Large Scale Prediction with Decision Trees | Apr 28, 2021 | Predictionregression | —Unverified | 0 |
| LasHeR: A Large-scale High-diversity Benchmark for RGBT Tracking | Apr 27, 2021 | DiversityRgb-T Tracking | CodeCode Available | 1 |
| Deep Two-Stage High-Resolution Image Inpainting | Apr 27, 2021 | Image InpaintingVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Variational Inference in high-dimensional linear regression | Apr 25, 2021 | regressionVariational Inference | —Unverified | 0 |
| Crystal structure prediction of materials with high symmetry using differential evolution | Apr 20, 2021 | global-optimizationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Autoencoders for unsupervised anomaly detection in high energy physics | Apr 19, 2021 | Anomaly DetectionJet Tagging | —Unverified | 0 |
| A Two-stage Deep Network for High Dynamic Range Image Reconstruction | Apr 19, 2021 | DenoisingExposure Correction | CodeCode Available | 0 |
| RefineMask: Towards High-Quality Instance Segmentation with Fine-Grained Features | Apr 17, 2021 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |