| HNeRV: A Hybrid Neural Representation for Videos | Apr 5, 2023 | DecoderDenoising | CodeCode Available | 1 |
| How Far I'll Go: Offline Goal-Conditioned Reinforcement Learning via f-Advantage Regression | Jun 7, 2022 | regressionreinforcement-learning | CodeCode Available | 1 |
| How Reliable is Your Regression Model's Uncertainty Under Real-World Distribution Shifts? | Feb 7, 2023 | Out-of-Distribution Detectionregression | CodeCode Available | 1 |
| A Framework and Benchmark for Deep Batch Active Learning for Regression | Mar 17, 2022 | Active Learningregression | CodeCode Available | 1 |
| HPRNet: Hierarchical Point Regression for Whole-Body Human Pose Estimation | Jun 8, 2021 | 2D Human Pose EstimationFace Detection | CodeCode Available | 1 |
| Automatically identifying ordinary differential equations from data | Apr 21, 2023 | Denoisingregression | CodeCode Available | 1 |
| Counterfactual Explanations for Medical Image Classification and Regression using Diffusion Autoencoder | Aug 2, 2024 | counterfactualimage-classification | CodeCode Available | 1 |
| Activating Self-Attention for Multi-Scene Absolute Pose Regression | Nov 3, 2024 | Camera Pose EstimationPose Estimation | CodeCode Available | 1 |
| Hyperparameter optimization in deep multi-target prediction | Nov 8, 2022 | AutoMLBenchmarking | CodeCode Available | 1 |
| Automated Explanation of Machine Learning Models of Footballing Actions in Words | Apr 1, 2025 | regression | CodeCode Available | 1 |
| IEBins: Iterative Elastic Bins for Monocular Depth Estimation | Sep 25, 2023 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| BadPart: Unified Black-box Adversarial Patch Attacks against Pixel-wise Regression Tasks | Apr 1, 2024 | Adversarial RobustnessAutonomous Driving | CodeCode Available | 1 |
| Implicit Manifold Gaussian Process Regression | Oct 30, 2023 | regression | CodeCode Available | 1 |
| Improving Conditional Coverage via Orthogonal Quantile Regression | Jun 1, 2021 | Prediction Intervalsquantile regression | CodeCode Available | 1 |
| Improving Deep Regression with Ordinal Entropy | Jan 21, 2023 | ClassificationCrowd Counting | CodeCode Available | 1 |
| Improving Generalizability of Fake News Detection Methods using Propensity Score Matching | Jan 28, 2020 | Fake News Detectionregression | CodeCode Available | 1 |
| Improving KernelSHAP: Practical Shapley Value Estimation via Linear Regression | Dec 2, 2020 | regression | CodeCode Available | 1 |
| Improving the Computer-Aided Estimation of Ulcerative Colitis Severity According to Mayo Endoscopic Score by Using Regression-Based Deep Learning | Nov 16, 2022 | ClassificationImage Classification | CodeCode Available | 1 |
| Improving Zero-Shot Models with Label Distribution Priors | Dec 1, 2022 | Attributeregression | CodeCode Available | 1 |
| Inferring networks from time series: a neural approach | Mar 30, 2023 | parameter estimationregression | CodeCode Available | 1 |
| Information-Theoretic Diffusion | Feb 7, 2023 | DenoisingImage Generation | CodeCode Available | 1 |
| Auto-Encoding Score Distribution Regression for Action Quality Assessment | Nov 22, 2021 | Action Quality Assessmentregression | CodeCode Available | 1 |
| AgeFlow: Conditional Age Progression and Regression with Normalizing Flows | May 15, 2021 | AttributeKnowledge Distillation | CodeCode Available | 1 |
| Active Learning for Computationally Efficient Distribution of Binary Evolution Simulations | Mar 30, 2022 | Active Learningregression | CodeCode Available | 1 |
| Semi-Structured Distributional Regression -- Extending Structured Additive Models by Arbitrary Deep Neural Networks and Data Modalities | Feb 13, 2020 | Additive modelsregression | CodeCode Available | 1 |
