| Dropout as a Bayesian Approximation: Representing Model Uncertainty in Deep Learning | Jun 6, 2015 | Bayesian InferenceDeep Reinforcement Learning | CodeCode Available | 1 | 5 |
| Learning concise representations for regression by evolving networks of trees | Jul 3, 2018 | Disentanglementregression | CodeCode Available | 1 | 5 |
| Learning Correction Filter via Degradation-Adaptive Regression for Blind Single Image Super-Resolution | Jan 1, 2023 | Image Super-Resolutionregression | CodeCode Available | 1 | 5 |
| Learning Deep Features in Instrumental Variable Regression | Oct 14, 2020 | regression | CodeCode Available | 1 | 5 |
| Chained-Tracker: Chaining Paired Attentive Regression Results for End-to-End Joint Multiple-Object Detection and Tracking | Jul 29, 2020 | Multiple Object TrackingObject | CodeCode Available | 1 | 5 |
| CDRNN: Discovering Complex Dynamics in Human Language Processing | Aug 1, 2021 | regression | CodeCode Available | 1 | 5 |
| Learning from Suboptimal Demonstration via Self-Supervised Reward Regression | Oct 17, 2020 | regression | CodeCode Available | 1 | 5 |
| Learning Invariances in Neural Networks | Oct 22, 2020 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis | May 26, 2022 | quantile regressionregression | CodeCode Available | 1 | 5 |
| Do We Really Need Deep Learning Models for Time Series Forecasting? | Jan 6, 2021 | Deep Learningregression | CodeCode Available | 1 | 5 |
| Cephalometric Landmark Detection by AttentiveFeature Pyramid Fusion and Regression-Voting | Aug 23, 2019 | regression | CodeCode Available | 1 | 5 |
| CFC-Net: A Critical Feature Capturing Network for Arbitrary-Oriented Object Detection in Remote Sensing Images | Jan 18, 2021 | Objectobject-detection | CodeCode Available | 1 | 5 |
| An Analysis of Linear Time Series Forecasting Models | Mar 21, 2024 | Formregression | CodeCode Available | 1 | 5 |
| Learning Stereo Matchability in Disparity Regression Networks | Aug 11, 2020 | regressionStereo Disparity Estimation | CodeCode Available | 1 | 5 |
| Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters | Feb 8, 2022 | regression | CodeCode Available | 1 | 5 |
| Level set learning with pseudo-reversible neural networks for nonlinear dimension reduction in function approximation | Dec 2, 2021 | Dimensionality Reductionregression | CodeCode Available | 1 | 5 |
| DSNet: A Flexible Detect-to-Summarize Network for Video Summarization | Dec 1, 2020 | regressionSupervised Video Summarization | CodeCode Available | 1 | 5 |
| Classification-Regression for Chart Comprehension | Nov 29, 2021 | Chart Question AnsweringClassification | CodeCode Available | 1 | 5 |
| Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation | Feb 9, 2022 | Image Classificationregression | CodeCode Available | 1 | 5 |
| LieTransformer: Equivariant self-attention for Lie Groups | Dec 20, 2020 | regression | CodeCode Available | 1 | 5 |
| An Experimental Evaluation of Machine Learning Training on a Real Processing-in-Memory System | Jul 16, 2022 | ClusteringCPU | CodeCode Available | 1 | 5 |
| Conjecturing-Based Discovery of Patterns in Data | Nov 23, 2020 | BIG-bench Machine Learningregression | CodeCode Available | 1 | 5 |
| Closed-Loop Koopman Operator Approximation | Mar 27, 2023 | regression | CodeCode Available | 1 | 5 |
| LLM-SR: Scientific Equation Discovery via Programming with Large Language Models | Apr 29, 2024 | Equation DiscoveryInterpretable Machine Learning | CodeCode Available | 1 | 5 |
| flexBART: Flexible Bayesian regression trees with categorical predictors | Nov 8, 2022 | regression | CodeCode Available | 1 | 5 |
| Design-Robust Two-Way-Fixed-Effects Regression For Panel Data | Jul 29, 2021 | regressionVocal Bursts Valence Prediction | CodeCode Available | 1 | 5 |
| CloudAAE: Learning 6D Object Pose Regression with On-line Data Synthesis on Point Clouds | Mar 2, 2021 | 6D Pose EstimationObject | CodeCode Available | 1 | 5 |
| Locating Cephalometric X-Ray Landmarks with Foveated Pyramid Attention | Aug 10, 2020 | regression | CodeCode Available | 1 | 5 |
| Composite Quantile Regression With XGBoost Using the Novel Arctan Pinball Loss | Jun 4, 2024 | quantile regressionregression | CodeCode Available | 1 | 5 |
| Dual Accuracy-Quality-Driven Neural Network for Prediction Interval Generation | Dec 13, 2022 | PredictionPrediction Intervals | CodeCode Available | 1 | 5 |
| Collaborative Uncertainty Benefits Multi-Agent Multi-Modal Trajectory Forecasting | Jul 11, 2022 | regressionTask 2 | CodeCode Available | 1 | 5 |
| Collaborative Regression of Expressive Bodies using Moderation | May 11, 2021 | 3D Face Reconstruction3D Hand Pose Estimation | CodeCode Available | 1 | 5 |
| A hybrid Decoder-DeepONet operator regression framework for unaligned observation data | Aug 18, 2023 | Decoderregression | CodeCode Available | 1 | 5 |
| LassoNet: A Neural Network with Feature Sparsity | Jul 29, 2019 | feature selectionregression | CodeCode Available | 1 | 5 |
| An Empirical Study of Capital Asset Pricing Model based on Chinese A-share Trading Data | Apr 1, 2023 | regression | CodeCode Available | 1 | 5 |
| Machine learning on DNA-encoded library count data using an uncertainty-aware probabilistic loss function | Aug 27, 2021 | DenoisingDrug Discovery | CodeCode Available | 1 | 5 |
| Conformal Anomaly Detection on Spatio-Temporal Observations with Missing Data | May 25, 2021 | Anomaly DetectionConformal Prediction | CodeCode Available | 1 | 5 |
| Materials Representation and Transfer Learning for Multi-Property Prediction | Jun 4, 2021 | BIG-bench Machine LearningGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| An Energy-Efficient Spiking Neural Network for Finger Velocity Decoding for Implantable Brain-Machine Interface | Oct 7, 2022 | Decoderregression | CodeCode Available | 1 | 5 |
| MEGAN: Multi-Explanation Graph Attention Network | Nov 23, 2022 | Explainable artificial intelligenceGraph Attention | CodeCode Available | 1 | 5 |
| Improving Molecular Representation Learning with Metric Learning-enhanced Optimal Transport | Feb 13, 2022 | Domain AdaptationMetric Learning | CodeCode Available | 1 | 5 |
| mikropml: User-Friendly R Package for Supervised Machine Learning Pipelines | May 14, 2021 | Model Selectionregression | CodeCode Available | 1 | 5 |
| An Evolutionary Forest for Regression | Nov 20, 2021 | Penn Machine Learning Benchmarkregression | CodeCode Available | 1 | 5 |
| ConDo: Continual Domain Expansion for Absolute Pose Regression | Dec 18, 2024 | Domain Adaptationregression | CodeCode Available | 1 | 5 |
| Conformal Prediction using Conditional Histograms | May 18, 2021 | BIG-bench Machine LearningConformal Prediction | CodeCode Available | 1 | 5 |
| Conformal Prediction with Missing Values | Jun 5, 2023 | Conformal PredictionData Augmentation | CodeCode Available | 1 | 5 |
| MMSR: Symbolic Regression is a Multi-Modal Information Fusion Task | Feb 28, 2024 | Combinatorial OptimizationContrastive Learning | CodeCode Available | 1 | 5 |
| Mnemonic Descent Method: A recurrent process applied for end-to-end face alignment | Jun 1, 2016 | Face AlignmentHead Pose Estimation | CodeCode Available | 1 | 5 |
| Cyclical Self-Supervision for Semi-Supervised Ejection Fraction Prediction from Echocardiogram Videos | Oct 20, 2022 | LV SegmentationPrediction | CodeCode Available | 1 | 5 |
| Dynamic Anchor Learning for Arbitrary-Oriented Object Detection | Dec 8, 2020 | Multi-Oriented Scene Text DetectionObject | CodeCode Available | 1 | 5 |
