| Reversing the cycle: self-supervised deep stereo through enhanced monocular distillation | Aug 17, 2020 | Depth EstimationSelf-Supervised Learning | CodeCode Available | 1 |
| Large Associative Memory Problem in Neurobiology and Machine Learning | Aug 16, 2020 | BIG-bench Machine LearningRetrieval | —Unverified | 0 |
| Preferential Bayesian optimisation with Skew Gaussian Processes | Aug 15, 2020 | Bayesian OptimisationGaussian Processes | —Unverified | 0 |
| Audio-Visual Event Localization via Recursive Fusion by Joint Co-Attention | Aug 14, 2020 | audio-visual event localizationvalid | —Unverified | 0 |
| A disjunctive cut strengthening technique for convex MINLP | Aug 11, 2020 | valid | CodeCode Available | 0 |
| R-MNet: A Perceptual Adversarial Network for Image Inpainting | Aug 11, 2020 | DecoderImage Inpainting | CodeCode Available | 1 |
| Robust Validation: Confident Predictions Even When Distributions Shift | Aug 10, 2020 | valid | —Unverified | 0 |
| Algorithm Based on One Monocular Video Delivers Highly Valid and Reliable Gait Parameters | Aug 5, 2020 | valid | —Unverified | 0 |
| Analyzing Upper Bounds on Mean Absolute Errors for Deep Neural Network Based Vector-to-Vector Regression | Aug 4, 2020 | Learning Theoryregression | —Unverified | 0 |
| Spherical Feature Transform for Deep Metric Learning | Aug 4, 2020 | Data AugmentationDiversity | —Unverified | 0 |
| Design-Based Uncertainty for Quasi-Experiments | Aug 3, 2020 | valid | —Unverified | 0 |
| What can we learn about SARS-CoV-2 prevalence from testing and hospital data? | Aug 1, 2020 | valid | —Unverified | 0 |
| 360(o) Camera Alignment via Segmentation | Aug 1, 2020 | Segmentationvalid | —Unverified | 0 |
| Geometric Total Variation for Image Vectorization, Zooming and Pixel Art Depixelizing | Jul 31, 2020 | Quantizationvalid | CodeCode Available | 1 |
| Cold Posteriors and Aleatoric Uncertainty | Jul 31, 2020 | valid | —Unverified | 0 |
| Deep Direct Likelihood Knockoffs | Jul 31, 2020 | valid | CodeCode Available | 1 |
| Structural Inference in Sparse High-Dimensional Vector Autoregressions | Jul 30, 2020 | Time Series Analysisvalid | —Unverified | 0 |
| ResNet After All? Neural ODEs and Their Numerical Solution | Jul 30, 2020 | Allvalid | CodeCode Available | 0 |
| Instrument variable detection with graph learning : an application to high dimensional GIS-census data for house pricing | Jul 30, 2020 | BIG-bench Machine LearningEconometrics | CodeCode Available | 0 |
| Proof of Learning (PoLe): Empowering Machine Learning with Consensus Building on Blockchains | Jul 29, 2020 | BIG-bench Machine Learningvalid | —Unverified | 0 |
| On the Transcriptomic Signature and General Stress State Associated with Aneuploidy | Jul 28, 2020 | valid | —Unverified | 0 |
| Towards Ecologically Valid Research on Language User Interfaces | Jul 28, 2020 | BIG-bench Machine Learningvalid | —Unverified | 0 |
| UNIPoint: Universally Approximating Point Processes Intensities | Jul 28, 2020 | Open-Ended Question AnsweringPoint Processes | —Unverified | 0 |
| Local Projection Inference is Simpler and More Robust Than You Think | Jul 27, 2020 | regressionvalid | CodeCode Available | 1 |
| The Lasso with general Gaussian designs with applications to hypothesis testing | Jul 27, 2020 | Two-sample testingvalid | —Unverified | 0 |
| Data-efficient visuomotor policy training using reinforcement learning and generative models | Jul 26, 2020 | Decision MakingDisentanglement | —Unverified | 0 |
| Mask2CAD: 3D Shape Prediction by Learning to Segment and Retrieve | Jul 26, 2020 | Image to 3DObject | —Unverified | 0 |
| Tag2Risk: Harnessing Social Music Tags for Characterizing Depression Risk | Jul 26, 2020 | valid | —Unverified | 0 |
| Efficient Generation of Structured Objects with Constrained Adversarial Networks | Jul 26, 2020 | valid | CodeCode Available | 0 |
| Three-stage intelligent support of clinical decision making for higher trust, validity, and explainability | Jul 25, 2020 | Decision Makingvalid | —Unverified | 0 |
| Deep Kernel Survival Analysis and Subject-Specific Survival Time Prediction Intervals | Jul 25, 2020 | PredictionPrediction Intervals | CodeCode Available | 1 |
| Cross-validation Confidence Intervals for Test Error | Jul 24, 2020 | valid | CodeCode Available | 0 |
| Lasso Inference for High-Dimensional Time Series | Jul 21, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multi-label Contrastive Predictive Coding | Jul 20, 2020 | Knowledge DistillationMulti-class Classification | —Unverified | 0 |
| Search What You Want: Barrier Panelty NAS for Mixed Precision Quantization | Jul 20, 2020 | Quantizationvalid | —Unverified | 0 |
| Making Affine Correspondences Work in Camera Geometry Computation | Jul 20, 2020 | Homography Estimationvalid | CodeCode Available | 1 |
| Fixed-k Inference for Conditional Extremal Quantiles | Jul 19, 2020 | valid | —Unverified | 0 |
| DWMD: Dimensional Weighted Orderwise Moment Discrepancy for Domain-specific Hidden Representation Matching | Jul 18, 2020 | Domain AdaptationTransfer Learning | —Unverified | 0 |
| Autoregressive Unsupervised Image Segmentation | Jul 16, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 |
| Mixture Complexity and Its Application to Gradual Clustering Change Detection | Jul 15, 2020 | Change DetectionClustering | CodeCode Available | 0 |
| Optimal allocation using the Sortino ratio | Jul 13, 2020 | valid | —Unverified | 0 |
| HSD Shared Task in VLSP Campaign 2019:Hate Speech Detection for Social Good | Jul 13, 2020 | General ClassificationHate Speech Detection | CodeCode Available | 0 |
| Probabilistic bounds on neuron death in deep rectifier networks | Jul 13, 2020 | valid | —Unverified | 0 |
| Structural topology optimization with smoothly varying fiber orientations | Jul 11, 2020 | valid | —Unverified | 0 |
| Making learning more transparent using conformalized performance prediction | Jul 9, 2020 | BIG-bench Machine LearningConformal Prediction | —Unverified | 0 |
| The Statistical Characteristics of Power-Spectrum Subband Energy Ratios under Additive Gaussian White Noise | Jul 8, 2020 | valid | —Unverified | 0 |
| Robust Learning with Frequency Domain Regularization | Jul 7, 2020 | Transfer Learningvalid | —Unverified | 0 |
| Estimation and Inference with Trees and Forests in High Dimensions | Jul 7, 2020 | regressionvalid | —Unverified | 0 |
| Single Shot Video Object Detector | Jul 7, 2020 | GPUObject | CodeCode Available | 1 |
| The Go Transformer: Natural Language Modeling for Game Play | Jul 7, 2020 | Board GamesGame of Go | —Unverified | 0 |