| BoostTree and BoostForest for Ensemble Learning | Mar 21, 2020 | DiversityEnsemble Learning | CodeCode Available | 1 | 5 |
| Adversarial Weighting for Domain Adaptation in Regression | Jun 15, 2020 | Domain Adaptationregression | 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 |
| Multilevel Graph Matching Networks for Deep Graph Similarity Learning | Jul 8, 2020 | Graph ClassificationGraph Matching | CodeCode Available | 1 | 5 |
| DARE-GRAM: Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices | Jan 1, 2023 | Domain Adaptationregression | CodeCode Available | 1 | 5 |
| Hierarchical Regression Network for Spectral Reconstruction from RGB Images | May 10, 2020 | Decoderregression | CodeCode Available | 1 | 5 |
| Homography-Based Loss Function for Camera Pose Regression | May 4, 2022 | Deep Learningregression | CodeCode Available | 1 | 5 |
| Hot-Refresh Model Upgrades with Regression-Alleviating Compatible Training in Image Retrieval | Jan 24, 2022 | Image Retrievalregression | CodeCode Available | 1 | 5 |
| How Reliable is Your Regression Model's Uncertainty Under Real-World Distribution Shifts? | Feb 7, 2023 | Out-of-Distribution Detectionregression | CodeCode Available | 1 | 5 |
| How to Train Your Energy-Based Model for Regression | May 4, 2020 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| DANets: Deep Abstract Networks for Tabular Data Classification and Regression | Dec 6, 2021 | regression | CodeCode Available | 1 | 5 |
| Human Pose Regression with Residual Log-likelihood Estimation | Jul 23, 2021 | 3D Human Pose EstimationMulti-Person Pose Estimation | CodeCode Available | 1 | 5 |
| Calibrated Explanations for Regression | Aug 30, 2023 | counterfactualExplainable artificial intelligence | CodeCode Available | 1 | 5 |
| Calibrated Multiple-Output Quantile Regression with Representation Learning | Oct 2, 2021 | Conformal Predictionquantile regression | CodeCode Available | 1 | 5 |
| D4AM: A General Denoising Framework for Downstream Acoustic Models | Nov 28, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 | 5 |
| Affective Expression Analysis in-the-wild using Multi-Task Temporal Statistical Deep Learning Model | Feb 21, 2020 | Marketingregression | CodeCode Available | 1 | 5 |
| DARE-GRAM : Unsupervised Domain Adaptation Regression by Aligning Inverse Gram Matrices | Mar 23, 2023 | Domain Adaptationregression | CodeCode Available | 1 | 5 |
| Camera Pose Auto-Encoders for Improving Pose Regression | Jul 12, 2022 | Positionregression | CodeCode Available | 1 | 5 |
| Data Poisoning Attacks on Regression Learning and Corresponding Defenses | Sep 15, 2020 | Data Poisoningregression | CodeCode Available | 1 | 5 |
| Implicit Manifold Gaussian Process Regression | Oct 30, 2023 | regression | 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 |
| Improve Representation for Imbalanced Regression through Geometric Constraints | Mar 2, 2025 | Operator learningregression | CodeCode Available | 1 | 5 |
| PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop | Mar 30, 2021 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| Can Large Language Models Understand Preferences in Personalized Recommendation? | Jan 23, 2025 | regression | CodeCode Available | 1 | 5 |
| A flexible empirical Bayes approach to multiple linear regression and connections with penalized regression | Aug 23, 2022 | regression | CodeCode Available | 1 | 5 |
| Improving Generalizability of Fake News Detection Methods using Propensity Score Matching | Jan 28, 2020 | Fake News Detectionregression | CodeCode Available | 1 | 5 |
| Improving Sample and Feature Selection with Principal Covariates Regression | Dec 22, 2020 | feature selectionregression | 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 |
| A Framework and Benchmark for Deep Batch Active Learning for Regression | Mar 17, 2022 | Active Learningregression | CodeCode Available | 1 | 5 |
| Improving Zero-Shot Models with Label Distribution Priors | Dec 1, 2022 | Attributeregression | CodeCode Available | 1 | 5 |
| Action Quality Assessment with Temporal Parsing Transformer | Jul 19, 2022 | Action Quality AssessmentAction Understanding | CodeCode Available | 1 | 5 |
| Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder | Aug 2, 2024 | counterfactualimage-classification | CodeCode Available | 1 | 5 |
| Activating Self-Attention for Multi-Scene Absolute Pose Regression | Nov 3, 2024 | Camera Pose EstimationPose Estimation | CodeCode Available | 1 | 5 |
| Causal Inference with the Instrumental Variable Approach and Bayesian Nonparametric Machine Learning | Feb 1, 2021 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 1 | 5 |
| Continuous Conditional Generative Adversarial Networks: Novel Empirical Losses and Label Input Mechanisms | Nov 15, 2020 | Generative Adversarial NetworkImage Generation | CodeCode Available | 1 | 5 |
| Integrating Spatial Configuration into Heatmap Regression Based CNNs for Landmark Localization | Aug 2, 2019 | Medical Image Analysisregression | CodeCode Available | 1 | 5 |
| D3A-TS: Denoising-Driven Data Augmentation in Time Series | Dec 9, 2023 | Data AugmentationDenoising | CodeCode Available | 1 | 5 |
| Interpretable Long-term Action Quality Assessment | Aug 21, 2024 | Action Quality AssessmentDiversity | CodeCode Available | 1 | 5 |
| Invariance Principle Meets Information Bottleneck for Out-of-Distribution Generalization | Jun 11, 2021 | Out-of-Distribution Generalizationregression | CodeCode Available | 1 | 5 |
| Invariant-Feature Subspace Recovery: A New Class of Provable Domain Generalization Algorithms | Nov 2, 2023 | Binary ClassificationDomain Generalization | CodeCode Available | 1 | 5 |
| IterMVS: Iterative Probability Estimation for Efficient Multi-View Stereo | Dec 9, 2021 | regression | CodeCode Available | 1 | 5 |
| JGR-P2O: Joint Graph Reasoning based Pixel-to-Offset Prediction Network for 3D Hand Pose Estimation from a Single Depth Image | Jul 9, 2020 | 3D Hand Pose EstimationGPU | CodeCode Available | 1 | 5 |
| Adaptive-Control-Oriented Meta-Learning for Nonlinear Systems | Mar 7, 2021 | Meta-Learningregression | CodeCode Available | 1 | 5 |
| Censored Quantile Regression Neural Networks for Distribution-Free Survival Analysis | May 26, 2022 | quantile regressionregression | CodeCode Available | 1 | 5 |
| Alleviating Over-segmentation Errors by Detecting Action Boundaries | Jul 14, 2020 | Action ClassificationAction Segmentation | CodeCode Available | 1 | 5 |
| Cephalometric Landmark Detection by AttentiveFeature Pyramid Fusion and Regression-Voting | Aug 23, 2019 | regression | 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 |
| AgeFlow: Conditional Age Progression and Regression with Normalizing Flows | May 15, 2021 | AttributeKnowledge Distillation | CodeCode Available | 1 | 5 |
| Active Learning for Computationally Efficient Distribution of Binary Evolution Simulations | Mar 30, 2022 | Active Learningregression | CodeCode Available | 1 | 5 |
| D3p -- A Python Package for Differentially-Private Probabilistic Programming | Mar 22, 2021 | Bayesian InferenceProbabilistic Programming | CodeCode Available | 1 | 5 |
