| 2D-3D Pose Consistency-based Conditional Random Fields for 3D Human Pose Estimation | Apr 13, 2017 | 2D Human Pose Estimation3D Human Pose Estimation | —Unverified | 0 |
| Determining Song Similarity via Machine Learning Techniques and Tagging Information | Apr 12, 2017 | BIG-bench Machine LearningRecommendation Systems | —Unverified | 0 |
| Parametric Gaussian Process Regression for Big Data | Apr 11, 2017 | Gaussian Processesregression | CodeCode Available | 0 |
| Integral Transforms from Finite Data: An Application of Gaussian Process Regression to Fourier Analysis | Apr 10, 2017 | regression | —Unverified | 0 |
| A Brief Introduction to the Temporal Group LASSO and its Potential Applications in Healthcare | Apr 7, 2017 | regression | —Unverified | 0 |
| Convolutional Neural Pyramid for Image Processing | Apr 7, 2017 | ColorizationImage Enhancement | —Unverified | 0 |
| Partial Face Detection in the Mobile Domain | Apr 7, 2017 | Binary ClassificationData Augmentation | —Unverified | 0 |
| GoDP: Globally optimized dual pathway system for facial landmark localization in-the-wild | Apr 7, 2017 | Face AlignmentFace Identification | —Unverified | 0 |
| On the Statistical Efficiency of Compositional Nonparametric Prediction | Apr 6, 2017 | 2kPrediction | —Unverified | 0 |
| Linear Ensembles of Word Embedding Models | Apr 5, 2017 | regressionWord Embeddings | CodeCode Available | 0 |
| Bag-of-Words Method Applied to Accelerometer Measurements for the Purpose of Classification and Energy Estimation | Apr 5, 2017 | General Classificationregression | —Unverified | 0 |
| Joint Regression and Ranking for Image Enhancement | Apr 5, 2017 | Image Enhancementregression | —Unverified | 0 |
| Homotopy Parametric Simplex Method for Sparse Learning | Apr 4, 2017 | regressionSparse Learning | —Unverified | 0 |
| A Probabilistic Linear Genetic Programming with Stochastic Context-Free Grammar for solving Symbolic Regression problems | Apr 3, 2017 | regressionSymbolic Regression | —Unverified | 0 |
| Geometric Loss Functions for Camera Pose Regression with Deep Learning | Apr 2, 2017 | Deep LearningPosition | CodeCode Available | 0 |
| IIT (BHU): System Description for LSDSem'17 Shared Task | Apr 1, 2017 | Cloze TestCommon Sense Reasoning | —Unverified | 0 |
| Predicting Japanese scrambling in the wild | Apr 1, 2017 | regressionSentence | —Unverified | 0 |
| Lexical Simplification with Neural Ranking | Apr 1, 2017 | Complex Word IdentificationInformation Retrieval | —Unverified | 0 |
| A Societal Sentiment Analysis: Predicting the Values and Ethics of Individuals by Analysing Social Media Content | Apr 1, 2017 | EthicsGeneral Classification | —Unverified | 0 |
| Compositional Human Pose Regression | Apr 1, 2017 | 3D Human Pose Estimation3D Pose Estimation | CodeCode Available | 0 |
| Stochastic L-BFGS: Improved Convergence Rates and Practical Acceleration Strategies | Apr 1, 2017 | regression | —Unverified | 0 |
| Minimum energy path calculations with Gaussian process regression | Mar 30, 2017 | regression | —Unverified | 0 |
| Concurrent Segmentation and Localization for Tracking of Surgical Instruments | Mar 30, 2017 | Pose EstimationPosition | —Unverified | 0 |
| Solar Power Forecasting Using Support Vector Regression | Mar 29, 2017 | regressionScheduling | —Unverified | 0 |
| Gradient-based Regularization Parameter Selection for Problems with Non-smooth Penalty Functions | Mar 28, 2017 | regression | —Unverified | 0 |
| Early Stopping without a Validation Set | Mar 28, 2017 | regression | —Unverified | 0 |
| Transfer learning for music classification and regression tasks | Mar 27, 2017 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Multivariate Regression with Gross Errors on Manifold-valued Data | Mar 26, 2017 | regression | —Unverified | 0 |
| Count-ception: Counting by Fully Convolutional Redundant Counting | Mar 25, 2017 | Object Localizationregression | CodeCode Available | 0 |
| Gaussian Processes with Context-Supported Priors for Active Object Localization | Mar 25, 2017 | Active Object LocalizationBayesian Optimization | —Unverified | 0 |
| Deep Direct Regression for Multi-Oriented Scene Text Detection | Mar 24, 2017 | Multi-Oriented Scene Text Detectionobject-detection | —Unverified | 0 |
| Fast Stochastic Variance Reduced Gradient Method with Momentum Acceleration for Machine Learning | Mar 23, 2017 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Scale-invariant biomarker discovery in urine and plasma metabolite fingerprints | Mar 22, 2017 | regression | CodeCode Available | 0 |
| Randomized Kernel Methods for Least-Squares Support Vector Machines | Mar 22, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression | Mar 22, 2017 | 3D Face ReconstructionFace Alignment | CodeCode Available | 0 |
| Practical Coreset Constructions for Machine Learning | Mar 19, 2017 | BIG-bench Machine LearningClustering | CodeCode Available | 0 |
| Fostering User Engagement: Rhetorical Devices for Applause Generation Learnt from TED Talks | Mar 17, 2017 | regression | —Unverified | 0 |
| Understanding Traffic Density from Large-Scale Web Camera Data | Mar 17, 2017 | regressionvehicle detection | CodeCode Available | 0 |
| TURN TAP: Temporal Unit Regression Network for Temporal Action Proposals | Mar 17, 2017 | Action LocalizationGPU | CodeCode Available | 0 |
| Estimation and Inference on Nonlinear and Heterogeneous Effects | Mar 16, 2017 | BIG-bench Machine LearningCausal Inference | —Unverified | 0 |
| Gaussian process regression for forecasting battery state of health | Mar 16, 2017 | regression | —Unverified | 0 |
| Illuminant Estimation using Ensembles of Multivariate Regression Trees | Mar 15, 2017 | regression | —Unverified | 0 |
| Tuning Free Orthogonal Matching Pursuit | Mar 15, 2017 | Compressive Sensingregression | —Unverified | 0 |
| What Uncertainties Do We Need in Bayesian Deep Learning for Computer Vision? | Mar 15, 2017 | Deep LearningDepth Estimation | CodeCode Available | 1 |
| Optimization for L1-Norm Error Fitting via Data Aggregation | Mar 15, 2017 | regression | —Unverified | 0 |
| A Framework for Dynamic Image Sampling Based on Supervised Learning (SLADS) | Mar 14, 2017 | regression | —Unverified | 0 |
| End-to-End Learning of Geometry and Context for Deep Stereo Regression | Mar 13, 2017 | regressionStereo-LiDAR Fusion | CodeCode Available | 0 |
| Multivariate Gaussian and Student-t Process Regression for Multi-output Prediction | Mar 13, 2017 | GPRPrediction | CodeCode Available | 0 |
| Fuzzy Model Tree For Early Effort Estimation | Mar 11, 2017 | modelregression | —Unverified | 0 |
| From Depth Data to Head Pose Estimation: a Siamese approach | Mar 10, 2017 | Driver Attention MonitoringHead Pose Estimation | —Unverified | 0 |
