| Learning Sparse Nonlinear Dynamics via Mixed-Integer Optimization | Jun 1, 2022 | Model Discoveryregression | CodeCode Available | 1 |
| SymFormer: End-to-end symbolic regression using transformer-based architecture | May 31, 2022 | Neural RenderingNovel View Synthesis | CodeCode Available | 1 |
| Fast Nonlinear Vector Quantile Regression | May 30, 2022 | GPUquantile regression | CodeCode Available | 1 |
| RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression | May 30, 2022 | Deep imbalanced regressionInductive Bias | CodeCode Available | 1 |
| Learning Dynamical Systems via Koopman Operator Regression in Reproducing Kernel Hilbert Spaces | May 27, 2022 | regression | CodeCode Available | 1 |
| Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis | May 26, 2022 | quantile regressionregression | CodeCode Available | 1 |
| Deletion and Insertion Tests in Regression Models | May 25, 2022 | Additive modelsExplainable Artificial Intelligence (XAI) | CodeCode Available | 1 |
| Instance-Based Uncertainty Estimation for Gradient-Boosted Regression Trees | May 23, 2022 | regressiontabular-regression | CodeCode Available | 1 |
| The Unreasonable Effectiveness of Deep Evidential Regression | May 20, 2022 | regressionUncertainty Quantification | CodeCode Available | 1 |
| Latent Variable Method Demonstrator -- Software for Understanding Multivariate Data Analytics Algorithms | May 17, 2022 | Chemical Processregression | CodeCode Available | 1 |
| BiCo-Net: Regress Globally, Match Locally for Robust 6D Pose Estimation | May 7, 2022 | 6D Pose EstimationBenchmarking | CodeCode Available | 1 |
| Homography-Based Loss Function for Camera Pose Regression | May 4, 2022 | Deep Learningregression | CodeCode Available | 1 |
| End-to-end symbolic regression with transformers | Apr 22, 2022 | regressionSymbolic Regression | CodeCode Available | 1 |
| Deep transfer operator learning for partial differential equations under conditional shift | Apr 20, 2022 | Domain AdaptationOperator learning | CodeCode Available | 1 |
| A Machine Learning Tutorial for Operational Meteorology, Part I: Traditional Machine Learning | Apr 15, 2022 | BIG-bench Machine Learningregression | CodeCode Available | 1 |
| Control-oriented meta-learning | Apr 14, 2022 | Meta-Learningregression | CodeCode Available | 1 |
| Local Random Feature Approximations of the Gaussian Kernel | Apr 12, 2022 | regression | CodeCode Available | 1 |
| PyDTS: A Python Package for Discrete-Time Survival (Regularized) Regression with Competing Risks | Apr 12, 2022 | regressionSurvival Analysis | CodeCode Available | 1 |
| GP-BART: a novel Bayesian additive regression trees approach using Gaussian processes | Apr 5, 2022 | Gaussian Processesregression | CodeCode Available | 1 |
| 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 |
| Multi-Scale Representation Learning on Proteins | Apr 4, 2022 | graph constructionProtein Function Prediction | CodeCode Available | 1 |
| ES6D: A Computation Efficient and Symmetry-Aware 6D Pose Regression Framework | Apr 3, 2022 | 3D Object Detection6D Pose Estimation | CodeCode Available | 1 |
| PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image Generation | Apr 2, 2022 | Image Generationregression | CodeCode Available | 1 |
| Separate and conquer heuristic allows robust mining of contrast sets in classification, regression, and survival data | Apr 1, 2022 | AttributePrognosis | CodeCode Available | 1 |
| Unimodal-Concentrated Loss: Fully Adaptive Label Distribution Learning for Ordinal Regression | Apr 1, 2022 | Head Pose EstimationLearning-To-Rank | CodeCode Available | 1 |
| DFNet: Enhance Absolute Pose Regression with Direct Feature Matching | Apr 1, 2022 | Camera Pose EstimationCamera Relocalization | CodeCode Available | 1 |
| Active Learning for Computationally Efficient Distribution of Binary Evolution Simulations | Mar 30, 2022 | Active Learningregression | CodeCode Available | 1 |
| Symbolic music generation conditioned on continuous-valued emotions | Mar 30, 2022 | Music Generationregression | CodeCode Available | 1 |
| Moving Window Regression: A Novel Approach to Ordinal Regression | Mar 24, 2022 | Age And Gender ClassificationAge Estimation | CodeCode Available | 1 |
| Global Matching with Overlapping Attention for Optical Flow Estimation | Mar 21, 2022 | Optical Flow Estimationregression | CodeCode Available | 1 |
| GiNGR: Generalized Iterative Non-Rigid Point Cloud and Surface Registration Using Gaussian Process Regression | Mar 18, 2022 | GPRregression | CodeCode Available | 1 |
| A Framework and Benchmark for Deep Batch Active Learning for Regression | Mar 17, 2022 | Active Learningregression | CodeCode Available | 1 |
| Scalable Penalized Regression for Noise Detection in Learning with Noisy Labels | Mar 15, 2022 | Image ClassificationLearning with noisy labels | CodeCode Available | 1 |
| Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation | Mar 15, 2022 | 3D Multi-Person Pose Estimation3D Multi-Person Pose Estimation (absolute) | CodeCode Available | 1 |
| CID: Cow Images Dataset for Regression and Classification | Mar 10, 2022 | Classificationregression | CodeCode Available | 1 |
| What Matters For Meta-Learning Vision Regression Tasks? | Mar 9, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| SparseChem: Fast and accurate machine learning model for small molecules | Mar 9, 2022 | BIG-bench Machine Learningregression | CodeCode Available | 1 |
| S-Rocket: Selective Random Convolution Kernels for Time Series Classification | Mar 7, 2022 | Combinatorial Optimizationregression | CodeCode Available | 1 |
| Evaluating High-Order Predictive Distributions in Deep Learning | Feb 28, 2022 | Deep Learningregression | CodeCode Available | 1 |
| Reconstruction of Perceived Images from fMRI Patterns and Semantic Brain Exploration using Instance-Conditioned GANs | Feb 25, 2022 | Image GenerationPlaying the Game of 2048 | CodeCode Available | 1 |
| Ensemble Conformalized Quantile Regression for Probabilistic Time Series Forecasting | Feb 17, 2022 | Conformal PredictionPrediction Intervals | CodeCode Available | 1 |
| Domain-Adjusted Regression or: ERM May Already Learn Features Sufficient for Out-of-Distribution Generalization | Feb 14, 2022 | Domain GeneralizationOut-of-Distribution Generalization | CodeCode Available | 1 |
| Improving Molecular Representation Learning with Metric Learning-enhanced Optimal Transport | Feb 13, 2022 | Domain AdaptationMetric Learning | CodeCode Available | 1 |
| L0Learn: A Scalable Package for Sparse Learning using L0 Regularization | Feb 10, 2022 | Combinatorial Optimizationregression | CodeCode Available | 1 |
| Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging | Feb 10, 2022 | Conformal PredictionImage-to-Image Regression | CodeCode Available | 1 |
| SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology Images | Feb 9, 2022 | ClassificationMulti-tissue Nucleus Segmentation | CodeCode Available | 1 |
| Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation | Feb 9, 2022 | Image Classificationregression | CodeCode Available | 1 |
| Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters | Feb 8, 2022 | regression | CodeCode Available | 1 |
| Regression Transformer: Concurrent sequence regression and generation for molecular language modeling | Feb 1, 2022 | Conditional Text GenerationInductive Bias | CodeCode Available | 1 |
| Hot-Refresh Model Upgrades with Regression-Alleviating Compatible Training in Image Retrieval | Jan 24, 2022 | Image Retrievalregression | CodeCode Available | 1 |
