| Relative Afferent Pupillary Defect Screening through Transfer Learning | Aug 6, 2019 | BenchmarkingObject Recognition | —Unverified | 0 |
| High Accuracy Tumor Diagnoses and Benchmarking of Hematoxylin and Eosin Stained Prostate Core Biopsy Images Generated by Explainable Deep Neural Networks | Aug 2, 2019 | BenchmarkingSSIM | —Unverified | 0 |
| Predicting credit default probabilities using machine learning techniques in the face of unequal class distributions | Jul 30, 2019 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| MineRL: A Large-Scale Dataset of Minecraft Demonstrations | Jul 29, 2019 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 0 |
| Goal-Driven Sequential Data Abstraction | Jul 29, 2019 | BenchmarkingGeneral Reinforcement Learning | —Unverified | 0 |
| Benchmarking HillVallEA for the GECCO 2019 Competition on Multimodal Optimization | Jul 25, 2019 | Benchmarking | CodeCode Available | 0 |
| Benchmarking TPU, GPU, and CPU Platforms for Deep Learning | Jul 24, 2019 | BenchmarkingCPU | CodeCode Available | 0 |
| Blind Deblurring using Deep Learning: A Survey | Jul 23, 2019 | BenchmarkingDeblurring | —Unverified | 0 |
| Benchmarking Attribution Methods with Relative Feature Importance | Jul 23, 2019 | BenchmarkingFeature Importance | CodeCode Available | 0 |
| deepCR: Cosmic Ray Rejection with Deep Learning | Jul 22, 2019 | BenchmarkingCPU | CodeCode Available | 0 |
| Only Time Can Tell: Discovering Temporal Data for Temporal Modeling | Jul 19, 2019 | BenchmarkingMotion Estimation | —Unverified | 0 |
| Learning Multimorbidity Patterns from Electronic Health Records Using Non-negative Matrix Factorisation | Jul 19, 2019 | Benchmarking | —Unverified | 0 |
| Towards Learning Universal, Regional, and Local Hydrological Behaviors via Machine-Learning Applied to Large-Sample Datasets | Jul 19, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Event-based Feature Extraction Using Adaptive Selection Thresholds | Jul 18, 2019 | Benchmarking | —Unverified | 0 |
| The Role of Local Intrinsic Dimensionality in Benchmarking Nearest Neighbor Search | Jul 17, 2019 | BenchmarkingDiversity | —Unverified | 0 |
| Benchmarking Robustness in Object Detection: Autonomous Driving when Winter is Coming | Jul 17, 2019 | Autonomous DrivingBenchmarking | CodeCode Available | 0 |
| Modern CNNs for IoT Based Farms | Jul 15, 2019 | BenchmarkingCloud Computing | —Unverified | 0 |
| To Model or to Intervene: A Comparison of Counterfactual and Online Learning to Rank from User Interactions | Jul 15, 2019 | Benchmarkingcounterfactual | CodeCode Available | 0 |
| On the Evaluation of Conditional GANs | Jul 11, 2019 | BenchmarkingDiversity | CodeCode Available | 0 |
| A Conformance Checking-based Approach for Drift Detection in Business Processes | Jul 9, 2019 | BenchmarkingDrift Detection | —Unverified | 0 |
| A New Stereo Benchmarking Dataset for Satellite Images | Jul 9, 2019 | Benchmarking | —Unverified | 0 |
| Application Inference using Machine Learning based Side Channel Analysis | Jul 9, 2019 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| Towards Enhancing Fault Tolerance in Neural Networks | Jul 6, 2019 | Benchmarking | CodeCode Available | 0 |
| Exploiting Out-of-Domain Parallel Data through Multilingual Transfer Learning for Low-Resource Neural Machine Translation | Jul 6, 2019 | BenchmarkingDomain Adaptation | CodeCode Available | 0 |
| Benchmarking Contemporary Deep Learning Hardware and Frameworks:A Survey of Qualitative Metrics | Jul 5, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Benchmarking unsupervised near-duplicate image detection | Jul 3, 2019 | BenchmarkingBinary Classification | —Unverified | 0 |
| Benchmarking Model-Based Reinforcement Learning | Jul 3, 2019 | Benchmarkingmodel | CodeCode Available | 0 |
| CDTB: A Color and Depth Visual Object Tracking Dataset and Benchmark | Jul 1, 2019 | BenchmarkingObject Tracking | —Unverified | 0 |
| Bias Analysis and Mitigation in the Evaluation of Authorship Verification | Jul 1, 2019 | Authorship VerificationBenchmarking | CodeCode Available | 0 |
| ALTIS: Modernizing GPGPU Benchmarking | Jun 25, 2019 | BenchmarkingGPU | CodeCode Available | 0 |
| Safe Trajectory Generation for Complex Urban Environments Using Spatio-temporal Semantic Corridor | Jun 24, 2019 | Autonomous VehiclesBenchmarking | CodeCode Available | 0 |
| Alchemy: A Quantum Chemistry Dataset for Benchmarking AI Models | Jun 22, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Exploring Model-based Planning with Policy Networks | Jun 20, 2019 | Benchmarkingmodel | CodeCode Available | 0 |
| Energy Models for Better Pseudo-Labels: Improving Semi-Supervised Classification with the 1-Laplacian Graph Energy | Jun 20, 2019 | BenchmarkingMulti-class Classification | —Unverified | 0 |
| Performance Evaluation Methodology for Long-Term Visual Object Tracking | Jun 19, 2019 | BenchmarkingObject | —Unverified | 0 |
| Light Field Saliency Detection with Deep Convolutional Networks | Jun 19, 2019 | BenchmarkingSaliency Detection | CodeCode Available | 0 |
| Hardware Aware Neural Network Architectures using FbNet | Jun 17, 2019 | BenchmarkingNeural Architecture Search | CodeCode Available | 0 |
| Benchmarking Neural Machine Translation for Southern African Languages | Jun 17, 2019 | BenchmarkingMachine Translation | CodeCode Available | 0 |
| Analysis | OPEN | Published: 17 June 2019 Multitask learning and benchmarking with clinical time series data | Jun 17, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Benchmarking Minimax Linkage | Jun 7, 2019 | BenchmarkingClustering | CodeCode Available | 0 |
| Object Pose Estimation in Robotics Revisited | Jun 6, 2019 | 3D Pose Estimation6D Pose Estimation | —Unverified | 0 |
| Towards Fair and Privacy-Preserving Federated Deep Models | Jun 4, 2019 | BenchmarkingDeep Learning | CodeCode Available | 0 |
| RL-Based Method for Benchmarking the Adversarial Resilience and Robustness of Deep Reinforcement Learning Policies | Jun 3, 2019 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| Air Learning: A Deep Reinforcement Learning Gym for Autonomous Aerial Robot Visual Navigation | Jun 2, 2019 | BenchmarkingDeep Reinforcement Learning | CodeCode Available | 0 |
| The Principle of Unchanged Optimality in Reinforcement Learning Generalization | Jun 2, 2019 | Benchmarkingreinforcement-learning | —Unverified | 0 |
| MaxpoolNMS: Getting Rid of NMS Bottlenecks in Two-Stage Object Detectors | Jun 1, 2019 | BenchmarkingGeneral Classification | —Unverified | 0 |
| Show Some Love to Your n-grams: A Bit of Progress and Stronger n-gram Language Modeling Baselines | Jun 1, 2019 | BenchmarkingLanguage Modeling | —Unverified | 0 |
| Natural Image Noise Dataset | Jun 1, 2019 | BenchmarkingDenoising | CodeCode Available | 0 |
| Benchmarking Hierarchical Script Knowledge | Jun 1, 2019 | Benchmarking | CodeCode Available | 0 |
| Non-linear Multitask Learning with Deep Gaussian Processes | May 29, 2019 | BenchmarkingGaussian Processes | —Unverified | 0 |