| DFNet: Enhance Absolute Pose Regression with Direct Feature Matching | Apr 1, 2022 | Camera Pose EstimationCamera Relocalization | CodeCode Available | 1 |
| Active Learning for Computationally Efficient Distribution of Binary Evolution Simulations | Mar 30, 2022 | Active Learningregression | CodeCode Available | 1 |
| Symbolic music generation conditioned on continuous-valued emotions | Mar 30, 2022 | Music Generationregression | CodeCode Available | 1 |
| Moving Window Regression: A Novel Approach to Ordinal Regression | Mar 24, 2022 | Age And Gender ClassificationAge Estimation | CodeCode Available | 1 |
| Global Matching with Overlapping Attention for Optical Flow Estimation | Mar 21, 2022 | Optical Flow Estimationregression | CodeCode Available | 1 |
| GiNGR: Generalized Iterative Non-Rigid Point Cloud and Surface Registration Using Gaussian Process Regression | Mar 18, 2022 | GPRregression | CodeCode Available | 1 |
| A Framework and Benchmark for Deep Batch Active Learning for Regression | Mar 17, 2022 | Active Learningregression | CodeCode Available | 1 |
| Scalable Penalized Regression for Noise Detection in Learning with Noisy Labels | Mar 15, 2022 | Image ClassificationLearning with noisy labels | CodeCode Available | 1 |
| Distribution-Aware Single-Stage Models for Multi-Person 3D Pose Estimation | Mar 15, 2022 | 3D Multi-Person Pose Estimation3D Multi-Person Pose Estimation (absolute) | CodeCode Available | 1 |
| CID: Cow Images Dataset for Regression and Classification | Mar 10, 2022 | Classificationregression | CodeCode Available | 1 |
| What Matters For Meta-Learning Vision Regression Tasks? | Mar 9, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| SparseChem: Fast and accurate machine learning model for small molecules | Mar 9, 2022 | BIG-bench Machine Learningregression | CodeCode Available | 1 |
| S-Rocket: Selective Random Convolution Kernels for Time Series Classification | Mar 7, 2022 | Combinatorial Optimizationregression | CodeCode Available | 1 |
| Evaluating High-Order Predictive Distributions in Deep Learning | Feb 28, 2022 | Deep Learningregression | CodeCode Available | 1 |
| 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 |
| Ensemble Conformalized Quantile Regression for Probabilistic Time Series Forecasting | Feb 17, 2022 | Conformal PredictionPrediction Intervals | CodeCode Available | 1 |
| Domain-Adjusted Regression or: ERM May Already Learn Features Sufficient for Out-of-Distribution Generalization | Feb 14, 2022 | Domain GeneralizationOut-of-Distribution Generalization | CodeCode Available | 1 |
| Improving Molecular Representation Learning with Metric Learning-enhanced Optimal Transport | Feb 13, 2022 | Domain AdaptationMetric Learning | CodeCode Available | 1 |
| L0Learn: A Scalable Package for Sparse Learning using L0 Regularization | Feb 10, 2022 | Combinatorial Optimizationregression | CodeCode Available | 1 |
| Image-to-Image Regression with Distribution-Free Uncertainty Quantification and Applications in Imaging | Feb 10, 2022 | Conformal PredictionImage-to-Image Regression | CodeCode Available | 1 |
| SONNET: A Self-Guided Ordinal Regression Neural Network for Segmentation and Classification of Nuclei in Large-Scale Multi-Tissue Histology Images | Feb 9, 2022 | ClassificationMulti-tissue Nucleus Segmentation | CodeCode Available | 1 |
| Class Distance Weighted Cross-Entropy Loss for Ulcerative Colitis Severity Estimation | Feb 9, 2022 | Image Classificationregression | CodeCode Available | 1 |
| Learning to Predict Graphs with Fused Gromov-Wasserstein Barycenters | Feb 8, 2022 | regression | CodeCode Available | 1 |
| Regression Transformer: Concurrent sequence regression and generation for molecular language modeling | Feb 1, 2022 | Conditional Text GenerationInductive Bias | CodeCode Available | 1 |
| Hot-Refresh Model Upgrades with Regression-Alleviating Compatible Training in Image Retrieval | Jan 24, 2022 | Image Retrievalregression | CodeCode Available | 1 |
