| Deep Reinforcement Learning for Active High Frequency Trading | Jan 18, 2021 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 1 |
| PaddleSeg: A High-Efficient Development Toolkit for Image Segmentation | Jan 15, 2021 | Autonomous DrivingHuman Part Segmentation | —Unverified | 0 |
| FBGEMM: Enabling High-Performance Low-Precision Deep Learning Inference | Jan 13, 2021 | Code GenerationDeep Learning | CodeCode Available | 2 |
| Frequency Response Assessment of U.S. Power Grids in High PV Penetration | Jan 11, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Data Normalization for Bilinear Structures in High-Frequency Financial Time-series | Jan 10, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Active learning for object detection in high-resolution satellite images | Jan 7, 2021 | Active Learningobject-detection | —Unverified | 0 |
| High‐purity Solid SiO2 Nanodumbbells | Jan 6, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Phase Transitions in Transfer Learning for High-Dimensional Perceptrons | Jan 6, 2021 | Transfer LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| Contextual colorization and denoising for low-light ultra high resolution sequences | Jan 5, 2021 | ColorizationDenoising | —Unverified | 0 |
| High-bandwidth nonlinear control for soft actuators with recursive network models | Jan 4, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| NeuSpike-Net: High Speed Video Reconstruction via Bio-Inspired Neuromorphic Cameras | Jan 1, 2021 | Image ReconstructionVideo Reconstruction | —Unverified | 0 |
| Ultra-High-Definition Image HDR Reconstruction via Collaborative Bilateral Learning | Jan 1, 2021 | HDR ReconstructionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Learning High-Fidelity Face Texture Completion Without Complete Face Texture | Jan 1, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High Quality Disparity Remapping With Two-Stage Warping | Jan 1, 2021 | Vocal Bursts Intensity PredictionVocal Bursts Valence Prediction | —Unverified | 0 |
| Objects As Cameras: Estimating High-Frequency Illumination From Shadows | Jan 1, 2021 | HallucinationObject | —Unverified | 0 |
| Multi-Scale Separable Network for Ultra-High-Definition Video Deblurring | Jan 1, 2021 | 4kDeblurring | CodeCode Available | 1 |
| High-Performance Discriminative Tracking With Transformers | Jan 1, 2021 | DecoderObject | —Unverified | 0 |
| Benchmarking Ultra-High-Definition Image Super-Resolution | Jan 1, 2021 | 4k8k | —Unverified | 0 |
| Zen-NAS: A Zero-Shot NAS for High-Performance Image Recognition | Jan 1, 2021 | GPUNeural Architecture Search | —Unverified | 0 |
| Autonomous Learning of Object-Centric Abstractions for High-Level Planning | Jan 1, 2021 | MinecraftObject | —Unverified | 0 |
| Feature-Robust Optimal Transport for High-Dimensional Data | Jan 1, 2021 | feature selectionSemantic correspondence | —Unverified | 0 |
| Constructing Multiple High-Quality Deep Neural Networks: A TRUST-TECH Based Approach | Jan 1, 2021 | GPUimage-classification | —Unverified | 0 |
| Conditional Coverage Estimation for High-quality Prediction Intervals | Jan 1, 2021 | PredictionPrediction Intervals | —Unverified | 0 |
| N-Bref : A High-fidelity Decompiler Exploiting Programming Structures | Jan 1, 2021 | Code GenerationDecoder | CodeCode Available | 1 |
| Self-supervised Adversarial Robustness for the Low-label, High-data Regime | Jan 1, 2021 | Adversarial RobustnessSelf-Supervised Learning | —Unverified | 0 |
| High-Likelihood Area Matters --- Rewarding Near-Correct Predictions Under Imbalanced Distributions | Jan 1, 2021 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Good practices for Bayesian Optimization of high dimensional structured spaces | Dec 31, 2020 | Bayesian OptimizationVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Voxel R-CNN: Towards High Performance Voxel-based 3D Object Detection | Dec 31, 2020 | 3D Object DetectionGPU | CodeCode Available | 1 |
| Misidentifications in High-Resolution TEM Characterization of Perovskite Materials | Dec 29, 2020 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| Imitation Learning for High Precision Peg-in-Hole Tasks | Dec 26, 2020 | Imitation LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| High-Dimensional Bayesian Optimization via Tree-Structured Additive Models | Dec 24, 2020 | Additive modelsBayesian Optimization | CodeCode Available | 1 |
| High-Speed Robot Navigation using Predicted Occupancy Maps | Dec 22, 2020 | Robot NavigationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Quantum Convolutional Neural Networks for High Energy Physics Data Analysis | Dec 22, 2020 | BIG-bench Machine LearningQuantum Machine Learning | —Unverified | 0 |
| Empirical Bayes PCA in high dimensions | Dec 21, 2020 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| High-frequency dynamics of the implied volatility surface | Dec 20, 2020 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High-Fidelity Neural Human Motion Transfer from Monocular Video | Dec 20, 2020 | Image GenerationVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Consolidated Dataset and Metrics for High-Dynamic-Range Image Quality | Dec 19, 2020 | Image CompressionVocal Bursts Intensity Prediction | —Unverified | 0 |
| Siamese Anchor Proposal Network for High-Speed Aerial Tracking | Dec 19, 2020 | Visual TrackingVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Deep learning and high harmonic generation | Dec 18, 2020 | Deep LearningTransfer Learning | —Unverified | 0 |
| Zoom-to-Inpaint: Image Inpainting with High-Frequency Details | Dec 17, 2020 | Image InpaintingSuper-Resolution | CodeCode Available | 1 |
| Taming Transformers for High-Resolution Image Synthesis | Dec 17, 2020 | DeepFake DetectionImage Generation | CodeCode Available | 1 |
| High Dimensional Level Set Estimation with Bayesian Neural Network | Dec 17, 2020 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Balancing Geometry and Density: Path Distances on High-Dimensional Data | Dec 17, 2020 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High-Throughput Synchronous Deep RL | Dec 17, 2020 | Atari GamesDeep Reinforcement Learning | CodeCode Available | 1 |
| More Industry-friendly: Federated Learning with High Efficient Design | Dec 16, 2020 | Federated LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| AMICI: High-Performance Sensitivity Analysis for Large Ordinary Differential Equation Models | Dec 16, 2020 | parameter estimationSensitivity | CodeCode Available | 1 |
| Infrastructure for Artificial Intelligence, Quantum and High Performance Computing | Dec 16, 2020 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| NeuralQAAD: An Efficient Differentiable Framework for High Resolution Point Cloud Compression | Dec 15, 2020 | Vocal Bursts Intensity Prediction | —Unverified | 0 |
| High throughput screening with machine learning | Dec 15, 2020 | BIG-bench Machine LearningGraph Attention | —Unverified | 0 |
| Real-Time High-Resolution Background Matting | Dec 14, 2020 | 4kGPU | CodeCode Available | 3 |