| Can Language Beat Numerical Regression? Language-Based Multimodal Trajectory Prediction | Mar 27, 2024 | Image CaptioningLanguage Modeling | CodeCode Available | 2 |
| Single Domain Generalization for Crowd Counting | Mar 14, 2024 | Crowd CountingDomain Generalization | CodeCode Available | 2 |
| EmoLLMs: A Series of Emotional Large Language Models and Annotation Tools for Comprehensive Affective Analysis | Jan 16, 2024 | Instruction Followingregression | CodeCode Available | 2 |
| SRFormer: Text Detection Transformer with Incorporated Segmentation and Regression | Aug 21, 2023 | Decoderregression | CodeCode Available | 2 |
| Hierarchical Integration Diffusion Model for Realistic Image Deblurring | May 22, 2023 | DeblurringImage Deblurring | CodeCode Available | 2 |
| Interpretable Machine Learning for Science with PySR and SymbolicRegression.jl | May 2, 2023 | Interpretable Machine Learningregression | CodeCode Available | 2 |
| Factor Fields: A Unified Framework for Neural Fields and Beyond | Feb 2, 2023 | NeRFregression | CodeCode Available | 2 |
| Prediction-Powered Inference | Jan 23, 2023 | AstronomyPrediction | CodeCode Available | 2 |
| CodeTalker: Speech-Driven 3D Facial Animation with Discrete Motion Prior | Jan 6, 2023 | 3D Face Animationregression | CodeCode Available | 2 |
| Transformers learn in-context by gradient descent | Dec 15, 2022 | In-Context LearningMeta-Learning | CodeCode Available | 2 |
| Multi-Target XGBoostLSS Regression | Oct 13, 2022 | regression | CodeCode Available | 2 |
| Towards Lightweight Super-Resolution with Dual Regression Learning | Jul 16, 2022 | Image Super-ResolutionModel Compression | CodeCode Available | 2 |
| PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images | Jul 13, 2022 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 2 |
| Parametric and Multivariate Uncertainty Calibration for Regression and Object Detection | Jul 4, 2022 | object-detectionObject Detection | CodeCode Available | 2 |
| CARD: Classification and Regression Diffusion Models | Jun 15, 2022 | ClassificationDenoising | CodeCode Available | 2 |
| Neural interval-censored survival regression with feature selection | Jun 14, 2022 | feature selectionregression | CodeCode Available | 2 |
| BinsFormer: Revisiting Adaptive Bins for Monocular Depth Estimation | Apr 3, 2022 | DecoderDepth Estimation | CodeCode Available | 2 |
| Distributional Gradient Boosting Machines | Apr 2, 2022 | Prediction Intervalsregression | CodeCode Available | 2 |
| Balanced MSE for Imbalanced Visual Regression | Mar 30, 2022 | Age EstimationFairness | CodeCode Available | 2 |
| Rethinking Depth Estimation for Multi-View Stereo: A Unified Representation | Jan 5, 2022 | 3D ReconstructionClassification | CodeCode Available | 2 |
| Putting People in their Place: Monocular Regression of 3D People in Depth | Dec 15, 2021 | 3D Depth Estimationregression | CodeCode Available | 2 |
| NeuralProphet: Explainable Forecasting at Scale | Nov 29, 2021 | Decision MakingPhilosophy | CodeCode Available | 2 |
| GMFlow: Learning Optical Flow via Global Matching | Nov 26, 2021 | Optical Flow Estimationregression | CodeCode Available | 2 |
| PySINDy: A comprehensive Python package for robust sparse system identification | Nov 12, 2021 | Model Discoveryregression | CodeCode Available | 2 |
| FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and Integration | Aug 13, 2021 | 3D Human Pose Estimation3D Human Reconstruction | CodeCode Available | 2 |
