| High-Dimensional Bayesian Optimisation with Variational Autoencoders and Deep Metric Learning | Jun 7, 2021 | Bayesian OptimisationMetric Learning | CodeCode Available | 0 |
| High-Dimensional Asymptotics of Prediction: Ridge Regression and Classification | Jul 10, 2015 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Subjective and Objective Quality Assessment of High Frame Rate Videos | Jul 22, 2020 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Rare Feature Selection in High Dimensions | Mar 18, 2018 | feature selectionVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Deep TAMER: Interactive Agent Shaping in High-Dimensional State Spaces | Sep 28, 2017 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| Deep reinforcement learning for irrigation scheduling using high-dimensional sensor feedback | Jan 2, 2023 | Deep Reinforcement Learningreinforcement-learning | CodeCode Available | 0 |
| High-dimensional Assisted Generative Model for Color Image Restoration | Aug 14, 2021 | DemosaickingDenoising | CodeCode Available | 0 |
| Large Scale High-Resolution Land Cover Mapping With Multi-Resolution Data | Jun 1, 2019 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Adaptive multi-view subspace clustering for high-dimensional data, | Feb 1, 2020 | ClusteringMulti-view Subspace Clustering | CodeCode Available | 0 |
| High Definition image classification in Geoscience using Machine Learning | Sep 25, 2020 | BIG-bench Machine LearningClassification | CodeCode Available | 0 |
| High-Accuracy Low-Precision Training | Mar 9, 2018 | CPUQuantization | CodeCode Available | 0 |
| Hierarchical Deep Stereo Matching on High-resolution Images | Dec 13, 2019 | Autonomous DrivingStereo Matching | CodeCode Available | 0 |
| HFT: High Frequency Tokens for Low-Resource NMT | Oct 1, 2022 | Low Resource NMTMachine Translation | CodeCode Available | 0 |
| Online AUC Optimization for Sparse High-Dimensional Datasets | Sep 23, 2020 | imbalanced classificationVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Latent Dynamic Factor Analysis of High-Dimensional Neural Recordings | Dec 1, 2020 | Functional ConnectivityTime Series | CodeCode Available | 0 |
| HEAM: High-Efficiency Approximate Multiplier Optimization for Deep Neural Networks | Jan 20, 2022 | QuantizationVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Active Learning with Gaussian Processes for High Throughput Phenotyping | Jan 21, 2019 | Active LearningGaussian Processes | CodeCode Available | 0 |
| Subspace clustering in high-dimensions: Phase transitions & Statistical-to-Computational gap | May 26, 2022 | ClusteringVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Deep Recursive Embedding for High-Dimensional Data | Oct 31, 2021 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Harnessing Adversarial Distances to Discover High-Confidence Errors | Jun 29, 2020 | image-classificationImage Classification | CodeCode Available | 0 |
| Similarity Learning for High-Dimensional Sparse Data | Nov 10, 2014 | Dimensionality ReductionMetric Learning | CodeCode Available | 0 |
| Learned Accelerator Framework for Angular-Distance-Based High-Dimensional DBSCAN | Feb 6, 2023 | ClusteringVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Characterising mosquito biting behaviour at high resolution | Jul 19, 2021 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Real-Time Nonparametric Anomaly Detection in High-Dimensional Settings | Sep 14, 2018 | Anomaly DetectionVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Challenges in High-dimensional Reinforcement Learning with Evolution Strategies | Jun 4, 2018 | reinforcement-learningReinforcement Learning | CodeCode Available | 0 |
| CDPA: Common and Distinctive Pattern Analysis between High-dimensional Datasets | Dec 20, 2019 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| A Modular Benchmarking Infrastructure for High-Performance and Reproducible Deep Learning | Jan 29, 2019 | BenchmarkingDeep Learning | CodeCode Available | 0 |
| The Manifold Scattering Transform for High-Dimensional Point Cloud Data | Jun 21, 2022 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| The Missing Indicator Method: From Low to High Dimensions | Nov 16, 2022 | ImputationMissing Values | CodeCode Available | 0 |
| GraphVite: A High-Performance CPU-GPU Hybrid System for Node Embedding | Mar 2, 2019 | CPUDimensionality Reduction | CodeCode Available | 0 |
| Deep Kernel Learning of Dynamical Models from High-Dimensional Noisy Data | Aug 27, 2022 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Recurrent MVSNet for High-resolution Multi-view Stereo Depth Inference | Feb 27, 2019 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Efficient Smoothed Concomitant Lasso Estimation for High Dimensional Regression | Jun 8, 2016 | regressionUncertainty Quantification | CodeCode Available | 0 |
| Learning Gaussian Mixtures with Generalised Linear Models: Precise Asymptotics in High-dimensions | Jun 7, 2021 | ClassificationMulti-class Classification | CodeCode Available | 0 |
| REDCHO: Robust Exact Dynamic Consensus of High Order | Apr 26, 2022 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Learning high-dimensional causal effect | Mar 1, 2023 | Causal InferenceVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Deep High Dynamic Range Imaging with Large Foreground Motions | Nov 24, 2017 | TranslationVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Referential Uncertainty and Word Learning in High-dimensional, Continuous Meaning Spaces | Sep 30, 2016 | BIG-bench Machine LearningSensitivity | CodeCode Available | 0 |
| Visualization of High-dimensional Scalar Functions Using Principal Parameterizations | Sep 11, 2018 | Dimensionality ReductionSensitivity | CodeCode Available | 0 |
| On the Spectrum of Random Features Maps of High Dimensional Data | May 30, 2018 | BIG-bench Machine LearningVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| On the Suboptimality of Thompson Sampling in High Dimensions | Feb 10, 2021 | Thompson SamplingVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Deep Direct Discriminative Decoders for High-dimensional Time-series Data Analysis | May 22, 2022 | DecoderHippocampus | CodeCode Available | 0 |
| RefineNet: Multi-Path Refinement Networks for High-Resolution Semantic Segmentation | Nov 20, 2016 | 3D Absolute Human Pose EstimationSemantic Segmentation | CodeCode Available | 0 |
| Theoretical characterization of uncertainty in high-dimensional linear classification | Feb 7, 2022 | ClassificationVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| An Interactive Greedy Approach to Group Sparsity in High Dimensions | Jul 10, 2017 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 0 |
| Graph Convolutional Networks Meet with High Dimensionality Reduction | Nov 7, 2019 | BenchmarkingDimensionality Reduction | CodeCode Available | 0 |
| CCNet: Extracting High Quality Monolingual Datasets from Web Crawl Data | Nov 1, 2019 | Vocal Bursts Intensity Prediction | CodeCode Available | 0 |
| Operations Guided Neural Networks for High Fidelity Data-To-Text Generation | Sep 8, 2018 | Data-to-Text GenerationDecoder | CodeCode Available | 0 |
| Adaptive Discrete Smoothing for High-Dimensional and Nonlinear Panel Data | Dec 30, 2019 | BIG-bench Machine LearningClustering | CodeCode Available | 0 |
| Super SloMo: High Quality Estimation of Multiple Intermediate Frames for Video Interpolation | Nov 30, 2017 | Optical Flow EstimationVideo Frame Interpolation | CodeCode Available | 0 |