| Random Features Model with General Convex Regularization: A Fine Grained Analysis with Precise Asymptotic Learning Curves | Apr 6, 2022 | regression | —Unverified | 0 |
| The Swiss Army Knife for Image-to-Image Translation: Multi-Task Diffusion Models | Apr 6, 2022 | DenoisingImage Generation | —Unverified | 0 |
| Leveraging Equivariant Features for Absolute Pose Regression | Apr 5, 2022 | 3D geometryImage Retrieval | —Unverified | 0 |
| A machine learning-based framework for high resolution mapping of PM2.5 in Tehran, Iran, using MAIAC AOD data | Apr 5, 2022 | BIG-bench Machine Learningregression | —Unverified | 0 |
| 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 |
| Kernel-weighted specification testing under general distributions | Apr 4, 2022 | regression | —Unverified | 0 |
| ES6D: A Computation Efficient and Symmetry-Aware 6D Pose Regression Framework | Apr 3, 2022 | 3D Object Detection6D Pose Estimation | CodeCode Available | 1 |
| 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 |
| PixelFolder: An Efficient Progressive Pixel Synthesis Network for Image Generation | Apr 2, 2022 | Image Generationregression | CodeCode Available | 1 |
| Decomposition of Differences in Distribution under Sample Selection and the Gender Wage Gap | Apr 1, 2022 | quantile regressionregression | —Unverified | 0 |
| Towards gain tuning for numerical KKL observers | Apr 1, 2022 | regressionSensitivity | CodeCode Available | 0 |
| 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 |
| Nowruz at SemEval-2022 Task 7: Tackling Cloze Tests with Transformers and Ordinal Regression | Apr 1, 2022 | Multi-Task Learningregression | CodeCode Available | 0 |
| rfPhen2Gen: A machine learning based association study of brain imaging phenotypes to genotypes | Mar 31, 2022 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Active Learning for Computationally Efficient Distribution of Binary Evolution Simulations | Mar 30, 2022 | Active Learningregression | CodeCode Available | 1 |
| Remember to correct the bias when using deep learning for regression! | Mar 30, 2022 | regression | —Unverified | 0 |
| Region of Interest focused MRI to Synthetic CT Translation using Regression and Classification Multi-task Network | Mar 30, 2022 | regressionValue prediction | —Unverified | 0 |
| Balanced MSE for Imbalanced Visual Regression | Mar 30, 2022 | Age EstimationFairness | CodeCode Available | 2 |
| Symbolic music generation conditioned on continuous-valued emotions | Mar 30, 2022 | Music Generationregression | CodeCode Available | 1 |
| ACR Loss: Adaptive Coordinate-based Regression Loss for Face Alignment | Mar 29, 2022 | Face AlignmentFacial Landmark Detection | CodeCode Available | 0 |
