| 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 |
| Simultaneously Predicting Multiple Plant Traits from Multiple Sensors via Deformable CNN Regression | Dec 6, 2021 | regression | 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 |
| 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 |
| Symbolic Regression via Deep Reinforcement Learning Enhanced Genetic Programming Seeding | Dec 1, 2021 | Combinatorial OptimizationDeep Reinforcement Learning | 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 |
| 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 |
