| Poseur: Direct Human Pose Regression with Transformers | Jan 19, 2022 | 2D Human Pose EstimationKeypoint Detection | CodeCode Available | 1 |
| Efficient Hyperparameter Tuning for Large Scale Kernel Ridge Regression | Jan 17, 2022 | regression | CodeCode Available | 1 |
| SimReg: Regression as a Simple Yet Effective Tool for Self-supervised Knowledge Distillation | Jan 13, 2022 | Knowledge Distillationregression | CodeCode Available | 1 |
| Graph Neural Networks for Multivariate Time Series Regression with Application to Seismic Data | Jan 3, 2022 | Graph Neural Networkregression | CodeCode Available | 1 |
| Forward Propagation, Backward Regression, and Pose Association for Hand Tracking in the Wild | Jan 1, 2022 | Multiple Object Trackingregression | CodeCode Available | 1 |
| Toward Explainable AI for Regression Models | Dec 21, 2021 | Explainable Artificial Intelligence (XAI)regression | CodeCode Available | 1 |
| Improving evidential deep learning via multi-task learning | Dec 17, 2021 | Deep LearningMulti-Task Learning | CodeCode Available | 1 |
| Semi-supervised teacher-student deep neural network for materials discovery | Dec 12, 2021 | Formation Energyregression | CodeCode Available | 1 |
| Gaussian Process Regression With Interpretable Sample-Wise Feature Weights | Dec 10, 2021 | Explainable artificial intelligenceGaussian Processes | CodeCode Available | 1 |
| Learning Auxiliary Monocular Contexts Helps Monocular 3D Object Detection | Dec 9, 2021 | 3D Object DetectionMonocular 3D Object Detection | CodeCode Available | 1 |
| IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo | Dec 9, 2021 | regression | CodeCode Available | 1 |
| More layers! End-to-end regression and uncertainty on tabular data with deep learning | Dec 7, 2021 | parameter estimationregression | CodeCode Available | 1 |
| MobRecon: Mobile-Friendly Hand Mesh Reconstruction from Monocular Image | Dec 6, 2021 | 3D Hand Pose EstimationCPU | CodeCode Available | 1 |
| DANets: Deep Abstract Networks for Tabular Data Classification and Regression | Dec 6, 2021 | regression | CodeCode Available | 1 |
| Simultaneously Predicting Multiple Plant Traits from Multiple Sensors via Deformable CNN Regression | Dec 6, 2021 | regression | CodeCode Available | 1 |
| BenchML: an extensible pipelining framework for benchmarking representations of materials and molecules at scale | Dec 4, 2021 | BenchmarkingHyperparameter Optimization | CodeCode Available | 1 |
| Level set learning with pseudo-reversible neural networks for nonlinear dimension reduction in function approximation | Dec 2, 2021 | Dimensionality Reductionregression | CodeCode Available | 1 |
| Neural Regression, Representational Similarity, Model Zoology & Neural Taskonomy at Scale in Rodent Visual Cortex | Dec 1, 2021 | BenchmarkingObject Recognition | CodeCode Available | 1 |
| Symbolic Regression via Deep Reinforcement Learning Enhanced Genetic Programming Seeding | Dec 1, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | CodeCode Available | 1 |
| Classification-Regression for Chart Comprehension | Nov 29, 2021 | Chart Question AnsweringClassification | CodeCode Available | 1 |
| State-space deep Gaussian processes with applications | Nov 24, 2021 | Gaussian Processesregression | CodeCode Available | 1 |
| Auto-Encoding Score Distribution Regression for Action Quality Assessment | Nov 22, 2021 | Action Quality Assessmentregression | CodeCode Available | 1 |
| An Evolutionary Forest for Regression | Nov 20, 2021 | Penn Machine Learning Benchmarkregression | CodeCode Available | 1 |
| Positional Encoder Graph Neural Networks for Geographic Data | Nov 19, 2021 | Gaussian Processesregression | CodeCode Available | 1 |
| Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions | Nov 11, 2021 | Multimodal Sentiment AnalysisPrediction | CodeCode Available | 1 |
| Consistent Sufficient Explanations and Minimal Local Rules for explaining regression and classification models | Nov 8, 2021 | regression | CodeCode Available | 1 |
| Edge Tracing using Gaussian Process Regression | Nov 5, 2021 | regressionUncertainty Quantification | CodeCode Available | 1 |
| LassoBench: A High-Dimensional Hyperparameter Optimization Benchmark Suite for Lasso | Nov 4, 2021 | Bayesian OptimizationHyperparameter Optimization | CodeCode Available | 1 |
| Feature Aggregation and Refinement Network for 2D AnatomicalLandmark Detection | Nov 1, 2021 | Anatomical Landmark Detectionregression | CodeCode Available | 1 |
| PDE-READ: Human-readable Partial Differential Equation Discovery using Deep Learning | Nov 1, 2021 | Equation Discoveryregression | CodeCode Available | 1 |
| Symbolic Regression via Neural-Guided Genetic Programming Population Seeding | Oct 29, 2021 | Combinatorial Optimizationregression | CodeCode Available | 1 |
| Differentiable Tracking-Based Training of Deep Learning Sound Source Localizers | Oct 29, 2021 | ClassificationDeep Learning | CodeCode Available | 1 |
| Alpha-IoU: A Family of Power Intersection over Union Losses for Bounding Box Regression | Oct 26, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| Non-Gaussian Gaussian Processes for Few-Shot Regression | Oct 26, 2021 | Few-Shot LearningGaussian Processes | CodeCode Available | 1 |
| Projective Manifold Gradient Layer for Deep Rotation Regression | Oct 22, 2021 | regressionRiemannian optimization | CodeCode Available | 1 |
| Learning Proposals for Practical Energy-Based Regression | Oct 22, 2021 | regression | CodeCode Available | 1 |
| SLURP: Side Learning Uncertainty for Regression Problems | Oct 21, 2021 | regression | CodeCode Available | 1 |
| AniFormer: Data-driven 3D Animation with Transformer | Oct 20, 2021 | regression | CodeCode Available | 1 |
| Body Part Regression for CT Images | Oct 18, 2021 | Computed Tomography (CT)regression | CodeCode Available | 1 |
| System Norm Regularization Methods for Koopman Operator Approximation | Oct 18, 2021 | regression | CodeCode Available | 1 |
| EncT5: A Framework for Fine-tuning T5 as Non-autoregressive Models | Oct 16, 2021 | DecoderLanguage Modelling | CodeCode Available | 1 |
| Universally Rank Consistent Ordinal Regression in Neural Networks | Oct 14, 2021 | Binary ClassificationPrognosis | CodeCode Available | 1 |
| DeepOrder: Deep Learning for Test Case Prioritization in Continuous Integration Testing | Oct 14, 2021 | Fault Detectionregression | CodeCode Available | 1 |
| Automated Essay Scoring Using Transformer Models | Oct 13, 2021 | Automated Essay ScoringBIG-bench Machine Learning | CodeCode Available | 1 |
| Subspace Regularizers for Few-Shot Class Incremental Learning | Oct 13, 2021 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| The Eigenlearning Framework: A Conservation Law Perspective on Kernel Regression and Wide Neural Networks | Oct 8, 2021 | Adversarial RobustnessInductive Bias | CodeCode Available | 1 |
| Decoupled Adaptation for Cross-Domain Object Detection | Oct 6, 2021 | Domain AdaptationObject | CodeCode Available | 1 |
| RieszNet and ForestRiesz: Automatic Debiased Machine Learning with Neural Nets and Random Forests | Oct 6, 2021 | BIG-bench Machine LearningModel Selection | CodeCode Available | 1 |
| Calibrated Multiple-Output Quantile Regression with Representation Learning | Oct 2, 2021 | Conformal Predictionquantile regression | CodeCode Available | 1 |
| VoxCeleb Enrichment for Age and Gender Recognition | Sep 28, 2021 | Age Estimationregression | CodeCode Available | 1 |
