| deepregression: a Flexible Neural Network Framework for Semi-Structured Deep Distributional Regression | Apr 6, 2021 | Deep Learningregression | CodeCode Available | 1 | 5 |
| Deep Learning based Full-reference and No-reference Quality Assessment Models for Compressed UGC Videos | Jun 2, 2021 | regressionVideo Quality Assessment | CodeCode Available | 1 | 5 |
| Deep Learning for Quantile Regression under Right Censoring: DeepQuantreg | Jul 14, 2020 | Deep Learningquantile regression | CodeCode Available | 1 | 5 |
| AniFormer: Data-driven 3D Animation with Transformer | Oct 20, 2021 | regression | CodeCode Available | 1 | 5 |
| Adversarial Driving: Attacking End-to-End Autonomous Driving | Mar 16, 2021 | Autonomous Drivingregression | CodeCode Available | 1 | 5 |
| Random Forests for dependent data | Jul 30, 2020 | Decision MakingGaussian Processes | CodeCode Available | 1 | 5 |
| Adversarial Examples in Deep Learning for Multivariate Time Series Regression | Sep 24, 2020 | Adversarial AttackDeep Learning | CodeCode Available | 1 | 5 |
| RankSim: Ranking Similarity Regularization for Deep Imbalanced Regression | May 30, 2022 | Deep imbalanced regressionInductive Bias | CodeCode Available | 1 | 5 |
| Evaluation of Error and Correlation-Based Loss Functions For Multitask Learning Dimensional Speech Emotion Recognition | Mar 24, 2020 | Emotion Recognitionregression | CodeCode Available | 1 | 5 |
| DeepOrder: Deep Learning for Test Case Prioritization in Continuous Integration Testing | Oct 14, 2021 | Fault Detectionregression | CodeCode Available | 1 | 5 |
| 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 | 5 |
| An information criterion for automatic gradient tree boosting | Aug 13, 2020 | Model Selectionregression | CodeCode Available | 1 | 5 |
| Deep Ordinal Regression with Label Diversity | Jun 29, 2020 | Age EstimationDiversity | CodeCode Available | 1 | 5 |
| Flexible Model Aggregation for Quantile Regression | Feb 26, 2021 | Econometricsmodel | CodeCode Available | 1 | 5 |
| Explicit Box Detection Unifies End-to-End Multi-Person Pose Estimation | Feb 3, 2023 | 2D Human Pose EstimationDecoder | CodeCode Available | 1 | 5 |
| Regress, Don't Guess -- A Regression-like Loss on Number Tokens for Language Models | Nov 4, 2024 | Inductive BiasLanguage Modeling | CodeCode Available | 1 | 5 |
| DeepMoD: Deep learning for Model Discovery in noisy data | Apr 20, 2019 | Deep LearningModel Discovery | CodeCode Available | 1 | 5 |
| Deep Regression Unlearning | Oct 15, 2022 | Inference AttackMachine Unlearning | CodeCode Available | 1 | 5 |
| Double Descent Demystified: Identifying, Interpreting & Ablating the Sources of a Deep Learning Puzzle | Mar 24, 2023 | Learning Theoryregression | CodeCode Available | 1 | 5 |
| Fast Context Adaptation via Meta-Learning | Oct 8, 2018 | General ClassificationMeta-Learning | CodeCode Available | 1 | 5 |
| Gemini: Dynamic Bias Correction for Autonomous Experimentation and Molecular Simulation | Mar 5, 2021 | Bayesian Optimizationregression | CodeCode Available | 1 | 5 |
| Deep symbolic regression: Recovering mathematical expressions from data via risk-seeking policy gradients | Dec 10, 2019 | regressionReinforcement Learning | 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 |
| Deep Surrogate Models for Multi-dimensional Regression of Reactor Power | Jul 10, 2020 | regression | CodeCode Available | 1 | 5 |
| Deep transformation models: Tackling complex regression problems with neural network based transformation models | Apr 1, 2020 | Deep Learningregression | CodeCode Available | 1 | 5 |
| Rethinking Symbolic Regression Datasets and Benchmarks for Scientific Discovery | Jun 21, 2022 | regressionscientific discovery | CodeCode Available | 1 | 5 |
| Benchmarking Regression Methods: A comparison with CGAN | May 30, 2019 | BenchmarkingInductive Learning | CodeCode Available | 1 | 5 |
| Revisiting Discriminative vs. Generative Classifiers: Theory and Implications | Feb 5, 2023 | Few-Shot LearningImage Classification | CodeCode Available | 1 | 5 |
| An Intuitive Tutorial to Gaussian Process Regression | Sep 22, 2020 | BIG-bench Machine LearningGaussian Processes | CodeCode Available | 1 | 5 |
| Estimating Train Delays in a Large Rail Network Using a Zero Shot Markov Model | Jun 7, 2018 | regression | CodeCode Available | 0 | 5 |
| Estimating Uncertainty Intervals from Collaborating Networks | Feb 12, 2020 | Decision Makingregression | CodeCode Available | 0 | 5 |
| A Hierarchical Regression Chain Framework for Affective Vocal Burst Recognition | Mar 14, 2023 | A-VB CultureA-VB High | CodeCode Available | 0 | 5 |
| Estimating The Effect Of Subscription based Streaming Services On The Demand For Game Consoles | Dec 23, 2020 | regression | CodeCode Available | 0 | 5 |
| Estimation and Feature Selection in Mixtures of Generalized Linear Experts Models | Jul 14, 2019 | Clusteringfeature selection | CodeCode Available | 0 | 5 |
| Estimating Generalization Performance Along the Trajectory of Proximal SGD in Robust Regression | Oct 3, 2024 | regression | CodeCode Available | 0 | 5 |
| Accuracy Prediction for NAS Acceleration using Feature Selection and Extrapolation | Nov 22, 2022 | feature selectionregression | CodeCode Available | 0 | 5 |
| Estimating Individual Treatment Effects using Non-Parametric Regression Models: a Review | Sep 14, 2020 | Causal InferenceModel Selection | CodeCode Available | 0 | 5 |
| A Gromov--Wasserstein Geometric View of Spectrum-Preserving Graph Coarsening | Jun 15, 2023 | Graph Classificationregression | CodeCode Available | 0 | 5 |
| Estimating Distributional Treatment Effects in Randomized Experiments: Machine Learning for Variance Reduction | Jul 22, 2024 | regressionvalid | CodeCode Available | 0 | 5 |
| ERFit: Entropic Regression Fit Matlab Package, for Data-Driven System Identification of Underlying Dynamic Equations | Oct 6, 2020 | BIG-bench Machine Learningregression | CodeCode Available | 0 | 5 |
| Equation Discovery with Bayesian Spike-and-Slab Priors and Efficient Kernels | Oct 9, 2023 | Equation Discoveryregression | CodeCode Available | 0 | 5 |
| Epistemic Uncertainty in Conformal Scores: A Unified Approach | Feb 10, 2025 | Conformal PredictionGaussian Processes | CodeCode Available | 0 | 5 |
| EOLO: Embedded Object Segmentation only Look Once | Mar 31, 2020 | Distance regressionGPU | CodeCode Available | 0 | 5 |
| Epsilon-Lexicase Selection for Regression | May 30, 2019 | regressionSymbolic Regression | CodeCode Available | 0 | 5 |
| Ensemble Multi-Quantiles: Adaptively Flexible Distribution Prediction for Uncertainty Quantification | Nov 26, 2022 | Additive modelsregression | CodeCode Available | 0 | 5 |
| HQOD: Harmonious Quantization for Object Detection | Aug 5, 2024 | Objectobject-detection | CodeCode Available | 0 | 5 |
| Ensembles of Probabilistic Regression Trees | Jun 20, 2024 | regression | CodeCode Available | 0 | 5 |
| Environment Invariant Linear Least Squares | Mar 6, 2023 | Causal Inferenceregression | CodeCode Available | 0 | 5 |
| Enhancing Kernel Flexibility via Learning Asymmetric Locally-Adaptive Kernels | Oct 8, 2023 | regression | CodeCode Available | 0 | 5 |
| Enhanced Feature Learning via Regularisation: Integrating Neural Networks and Kernel Methods | Jul 24, 2024 | regression | CodeCode Available | 0 | 5 |
