| Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers | Oct 29, 2021 | ClassificationDeep Learning | CodeCode Available | 1 | 5 |
| EncT5: A Framework for Fine-tuning T5 as Non-autoregressive Models | Oct 16, 2021 | DecoderLanguage Modelling | CodeCode Available | 1 | 5 |
| Difference-in-Differences when Parallel Trends Holds Conditional on Covariates | Jun 21, 2024 | regression | CodeCode Available | 1 | 5 |
| Engression: Extrapolation through the Lens of Distributional Regression | Jul 3, 2023 | quantile regressionregression | CodeCode Available | 1 | 5 |
| Ensemble Conformalized Quantile Regression for Probabilistic Time Series Forecasting | Feb 17, 2022 | Conformal PredictionPrediction Intervals | CodeCode Available | 1 | 5 |
| Error Bounds for Learning with Vector-Valued Random Features | May 26, 2023 | regression | CodeCode Available | 1 | 5 |
| Alleviating Over-segmentation Errors by Detecting Action Boundaries | Jul 14, 2020 | Action ClassificationAction Segmentation | CodeCode Available | 1 | 5 |
| Estimating and Evaluating Regression Predictive Uncertainty in Deep Object Detectors | Jan 13, 2021 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Assessing the Performance of Online Students -- New Data, New Approaches, Improved Accuracy | Sep 4, 2021 | Knowledge Tracingregression | CodeCode Available | 1 | 5 |
| Diffusing States and Matching Scores: A New Framework for Imitation Learning | Oct 17, 2024 | continuous-controlContinuous Control | CodeCode Available | 1 | 5 |
| A local approach to parameter space reduction for regression and classification tasks | Jul 22, 2021 | ClusteringDimensionality Reduction | CodeCode Available | 1 | 5 |
| Evaluation of Error and Correlation-Based Loss Functions For Multitask Learning Dimensional Speech Emotion Recognition | Mar 24, 2020 | Emotion Recognitionregression | CodeCode Available | 1 | 5 |
| Diffusion Variational Autoencoder for Tackling Stochasticity in Multi-Step Regression Stock Price Prediction | Aug 18, 2023 | Predictionregression | CodeCode Available | 1 | 5 |
| Exhaustive Symbolic Regression | Nov 21, 2022 | regressionSymbolic Regression | CodeCode Available | 1 | 5 |
| An Accurate and Fully-Automated Ensemble Model for Weekly Time Series Forecasting | Oct 16, 2020 | Meta-Learningregression | CodeCode Available | 1 | 5 |
| Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression | Oct 26, 2021 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| -IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression | May 21, 2021 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| ATF: Towards Robust Face Alignment via Leveraging Similarity and Diversity across Different Datasets | Oct 12, 2020 | DiversityFace Alignment | CodeCode Available | 1 | 5 |
| FABind: Fast and Accurate Protein-Ligand Binding | Oct 10, 2023 | Blind DockingDrug Discovery | CodeCode Available | 1 | 5 |
| AI-Aristotle: A Physics-Informed framework for Systems Biology Gray-Box Identification | Sep 29, 2023 | parameter estimationregression | CodeCode Available | 1 | 5 |
| LassoNet: A Neural Network with Feature Sparsity | Jul 29, 2019 | feature selectionregression | CodeCode Available | 1 | 5 |
| A Transformer-based Framework for Multivariate Time Series Representation Learning | Oct 6, 2020 | Computational EfficiencyGeneral Classification | CodeCode Available | 1 | 5 |
| Adaptive Mixture Regression Network with Local Counting Map for Crowd Counting | May 12, 2020 | Crowd Countingregression | CodeCode Available | 1 | 5 |
| A Transformer Model for Symbolic Regression towards Scientific Discovery | Dec 7, 2023 | regressionscientific discovery | CodeCode Available | 1 | 5 |
| An Evolutionary Forest for Regression | Nov 20, 2021 | Penn Machine Learning Benchmarkregression | CodeCode Available | 1 | 5 |
| Bayesian Additive Regression Networks | Apr 5, 2024 | regression | CodeCode Available | 1 | 5 |
| Feature Aggregation and Refinement Network for 2D AnatomicalLandmark Detection | Nov 1, 2021 | Anatomical Landmark Detectionregression | CodeCode Available | 1 | 5 |
| Feature robustness and sex differences in medical imaging: a case study in MRI-based Alzheimer's disease detection | Apr 4, 2022 | Alzheimer's Disease DetectionBinary Classification | CodeCode Available | 1 | 5 |
| Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data Modalities | Feb 13, 2020 | Additive modelsregression | CodeCode Available | 1 | 5 |
| A Machine Learning Tutorial for Operational Meteorology, Part I: Traditional Machine Learning | Apr 15, 2022 | BIG-bench Machine Learningregression | CodeCode Available | 1 | 5 |
| Auto-Encoding Score Distribution Regression for Action Quality Assessment | Nov 22, 2021 | Action Quality Assessmentregression | CodeCode Available | 1 | 5 |
| A Mathematical Analysis of Learning Loss for Active Learning in Regression | Apr 19, 2021 | Active LearningPose Estimation | 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 |
| Automated Explanation of Machine Learning Models of Footballing Actions in Words | Apr 1, 2025 | regression | CodeCode Available | 1 | 5 |
| Focaler-IoU: More Focused Intersection over Union Loss | Jan 19, 2024 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Automatically identifying ordinary differential equations from data | Apr 21, 2023 | Denoisingregression | CodeCode Available | 1 | 5 |
| flexBART: Flexible Bayesian regression trees with categorical predictors | Nov 8, 2022 | regression | CodeCode Available | 1 | 5 |
| DFNet: Enhance Absolute Pose Regression with Direct Feature Matching | Apr 1, 2022 | Camera Pose EstimationCamera Relocalization | CodeCode Available | 1 | 5 |
| Direct-PoseNet: Absolute Pose Regression with Photometric Consistency | Apr 8, 2021 | Camera RelocalizationNovel View Synthesis | CodeCode Available | 1 | 5 |
| Depth Estimation from Monocular Images and Sparse radar using Deep Ordinal Regression Network | Jul 15, 2021 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| AdaptivePose++: A Powerful Single-Stage Network for Multi-Person Pose Regression | Oct 8, 2022 | 3D Multi-Person Pose EstimationHuman Detection | CodeCode Available | 1 | 5 |
| Backdoor Attacks on Crowd Counting | Jul 12, 2022 | Backdoor AttackCrowd Counting | CodeCode Available | 1 | 5 |
| Dense Regression Network for Video Grounding | Apr 7, 2020 | Natural Language Moment RetrievalNatural Language Queries | CodeCode Available | 1 | 5 |
| AWR: Adaptive Weighting Regression for 3D Hand Pose Estimation | Jul 19, 2020 | 3D Hand Pose EstimationHand Pose Estimation | CodeCode Available | 1 | 5 |
| BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks | Apr 1, 2024 | Adversarial RobustnessAutonomous Driving | CodeCode Available | 1 | 5 |
| GDRNPP: A Geometry-guided and Fully Learning-based Object Pose Estimator | Feb 24, 2021 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 | 5 |
| Depth Uncertainty in Neural Networks | Jun 15, 2020 | image-classificationImage Classification | CodeCode Available | 1 | 5 |
| Generalization of Change-Point Detection in Time Series Data Based on Direct Density Ratio Estimation | Jan 17, 2020 | Binary ClassificationChange Point Detection | CodeCode Available | 1 | 5 |
| An Analysis of Linear Time Series Forecasting Models | Mar 21, 2024 | Formregression | CodeCode Available | 1 | 5 |
| Dense Label Encoding for Boundary Discontinuity Free Rotation Detection | Nov 19, 2020 | ClassificationGeneral Classification | CodeCode Available | 1 | 5 |
