| LAPAR: Linearly-Assembled Pixel-Adaptive Regression Network for Single Image Super-Resolution and Beyond | May 21, 2021 | DenoisingImage Deblocking | CodeCode Available | 1 |
| Conformal Prediction using Conditional Histograms | May 18, 2021 | BIG-bench Machine LearningConformal Prediction | CodeCode Available | 1 |
| AgeFlow: Conditional Age Progression and Regression with Normalizing Flows | May 15, 2021 | AttributeKnowledge Distillation | CodeCode Available | 1 |
| mikropml: User-Friendly R Package for Supervised Machine Learning Pipelines | May 14, 2021 | Model Selectionregression | CodeCode Available | 1 |
| Locate and Label: A Two-stage Identifier for Nested Named Entity Recognition | May 14, 2021 | Chinese Named Entity Recognitionnamed-entity-recognition | CodeCode Available | 1 |
| Collaborative Regression of Expressive Bodies using Moderation | May 11, 2021 | 3D Face Reconstruction3D Hand Pose Estimation | CodeCode Available | 1 |
| Discovery of Nonlinear Dynamical Systems using a Runge-Kutta Inspired Dictionary-based Sparse Regression Approach | May 11, 2021 | Dictionary LearningExplainable Models | CodeCode Available | 1 |
| Multi-modal Conditional Bounding Box Regression for Music Score Following | May 10, 2021 | Data Augmentationobject-detection | CodeCode Available | 1 |
| Natural Posterior Network: Deep Bayesian Uncertainty for Exponential Family Distributions | May 10, 2021 | Out of Distribution (OOD) Detectionregression | CodeCode Available | 1 |
| Understanding the Role of Affect Dimensions in Detecting Emotions from Tweets: A Multi-task Approach | May 9, 2021 | Emotion Classificationregression | CodeCode Available | 1 |
| GRNN: Generative Regression Neural Network -- A Data Leakage Attack for Federated Learning | May 2, 2021 | Federated LearningGenerative Adversarial Network | CodeCode Available | 1 |
| AGORA: Avatars in Geography Optimized for Regression Analysis | Apr 29, 2021 | 2D Human Pose Estimation3D Human Pose Estimation | CodeCode Available | 1 |
| Recalibration of Aleatoric and Epistemic Regression Uncertainty in Medical Imaging | Apr 26, 2021 | Bayesian Inferenceregression | CodeCode Available | 1 |
| A Mathematical Analysis of Learning Loss for Active Learning in Regression | Apr 19, 2021 | Active LearningPose Estimation | CodeCode Available | 1 |
| Bayesian Uncertainty and Expected Gradient Length -- Regression: Two Sides Of The Same Coin? | Apr 19, 2021 | Active LearningPose Estimation | CodeCode Available | 1 |
| NeRD: Neural 3D Reflection Symmetry Detector | Apr 19, 2021 | Pose Estimationregression | CodeCode Available | 1 |
| Consistent Accelerated Inference via Confident Adaptive Transformers | Apr 18, 2021 | Computational EfficiencyConformal Prediction | CodeCode Available | 1 |
| Controlled abstention neural networks for identifying skillful predictions for regression problems | Apr 16, 2021 | regression | CodeCode Available | 1 |
| Weakly Supervised Video Anomaly Detection via Center-guided Discriminative Learning | Apr 15, 2021 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| Pose Recognition with Cascade Transformers | Apr 14, 2021 | DecoderKeypoint Detection | CodeCode Available | 1 |
| Multivariate Deep Evidential Regression | Apr 13, 2021 | regression | CodeCode Available | 1 |
| Direct-PoseNet: Absolute Pose Regression with Photometric Consistency | Apr 8, 2021 | Camera RelocalizationNovel View Synthesis | CodeCode Available | 1 |
| HIH: Towards More Accurate Face Alignment via Heatmap in Heatmap | Apr 7, 2021 | Face Alignmentregression | CodeCode Available | 1 |
| deepregression: a Flexible Neural Network Framework for Semi-Structured Deep Distributional Regression | Apr 6, 2021 | Deep Learningregression | CodeCode Available | 1 |
| Multi-View Multi-Person 3D Pose Estimation with Plane Sweep Stereo | Apr 6, 2021 | 3D Multi-Person Pose Estimation3D Pose Estimation | CodeCode Available | 1 |
| Visual Camera Re-Localization Using Graph Neural Networks and Relative Pose Supervision | Apr 6, 2021 | Graph Neural Networkregression | CodeCode Available | 1 |
| Learning Neural Representation of Camera Pose with Matrix Representation of Pose Shift via View Synthesis | Apr 4, 2021 | DecoderNovel View Synthesis | CodeCode Available | 1 |
| BERxiT: Early Exiting for BERT with Better Fine-Tuning and Extension to Regression | Apr 1, 2021 | regression | CodeCode Available | 1 |
| Target Transformed Regression for Accurate Tracking | Apr 1, 2021 | regressionVisual Object Tracking | CodeCode Available | 1 |
| SCALoss: Side and Corner Aligned Loss for Bounding Box Regression | Apr 1, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop | Mar 30, 2021 | 3D human pose and shape estimation3D Human Pose Estimation | CodeCode Available | 1 |
| Deep Regression on Manifolds: A 3D Rotation Case Study | Mar 30, 2021 | regression | CodeCode Available | 1 |
| Learning Probabilistic Ordinal Embeddings for Uncertainty-Aware Regression | Mar 25, 2021 | Aesthetics Quality AssessmentAge And Gender Classification | CodeCode Available | 1 |
| SLOE: A Faster Method for Statistical Inference in High-Dimensional Logistic Regression | Mar 23, 2021 | regressionVocal Bursts Intensity Prediction | CodeCode Available | 1 |
| Optimization for Arbitrary-Oriented Object Detection via Representation Invariance Loss | Mar 22, 2021 | Objectobject-detection | CodeCode Available | 1 |
| D3p -- A Python Package for Differentially-Private Probabilistic Programming | Mar 22, 2021 | Bayesian InferenceProbabilistic Programming | CodeCode Available | 1 |
| Control Distance IoU and Control Distance IoU Loss Function for Better Bounding Box Regression | Mar 22, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| Learning Multi-Scene Absolute Pose Regression with Transformers | Mar 21, 2021 | regressionVisual Localization | CodeCode Available | 1 |
| Using latent space regression to analyze and leverage compositionality in GANs | Mar 18, 2021 | Image InpaintingOpen-Ended Question Answering | CodeCode Available | 1 |
| Adversarial Driving: Attacking End-to-End Autonomous Driving | Mar 16, 2021 | Autonomous Drivingregression | CodeCode Available | 1 |
| Treatment Effect Estimation using Invariant Risk Minimization | Mar 13, 2021 | DiversityDomain Generalization | CodeCode Available | 1 |
| Adaptive-Control-Oriented Meta-Learning for Nonlinear Systems | Mar 7, 2021 | Meta-Learningregression | CodeCode Available | 1 |
| Global canopy height regression and uncertainty estimation from GEDI LIDAR waveforms with deep ensembles | Mar 5, 2021 | Probabilistic Deep Learningregression | CodeCode Available | 1 |
| Gemini: Dynamic Bias Correction for Autonomous Experimentation and Molecular Simulation | Mar 5, 2021 | Bayesian Optimizationregression | CodeCode Available | 1 |
| ICAM-reg: Interpretable Classification and Regression with Feature Attribution for Mapping Neurological Phenotypes in Individual Scans | Mar 3, 2021 | DisentanglementImage Registration | CodeCode Available | 1 |
| CloudAAE: Learning 6D Object Pose Regression with On-line Data Synthesis on Point Clouds | Mar 2, 2021 | 6D Pose EstimationObject | CodeCode Available | 1 |
| NOMU: Neural Optimization-based Model Uncertainty | Feb 26, 2021 | Bayesian Optimizationmodel | CodeCode Available | 1 |
| Flexible Model Aggregation for Quantile Regression | Feb 26, 2021 | Econometricsmodel | CodeCode Available | 1 |
| GDRNPP: A Geometry-guided and Fully Learning-based Object Pose Estimator | Feb 24, 2021 | 6D Pose Estimation6D Pose Estimation using RGB | CodeCode Available | 1 |
| LogME: Practical Assessment of Pre-trained Models for Transfer Learning | Feb 22, 2021 | Model Selectionregression | CodeCode Available | 1 |
