| 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 |
| Light Field Saliency Detection with Deep Convolutional Networks | Jun 19, 2019 | BenchmarkingSaliency Detection | CodeCode Available | 0 |
| Performance Evaluation Methodology for Long-Term Visual Object Tracking | Jun 19, 2019 | BenchmarkingObject | —Unverified | 0 |
| PyRobot: An Open-source Robotics Framework for Research and Benchmarking | Jun 19, 2019 | BenchmarkingRobotic Grasping | CodeCode Available | 1 |
| 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 Neural Machine Translation for Southern African Languages | Jun 17, 2019 | BenchmarkingMachine Translation | CodeCode Available | 0 |
| MMDetection: Open MMLab Detection Toolbox and Benchmark | Jun 17, 2019 | BenchmarkingInstance Segmentation | CodeCode Available | 1 |
| Hardware Aware Neural Network Architectures using FbNet | Jun 17, 2019 | BenchmarkingNeural Architecture Search | CodeCode Available | 0 |
| Transfer Learning in Biomedical Natural Language Processing: An Evaluation of BERT and ELMo on Ten Benchmarking Datasets | Jun 13, 2019 | BenchmarkingDocument Classification | CodeCode Available | 1 |
| 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 |
| MNIST-C: A Robustness Benchmark for Computer Vision | Jun 5, 2019 | Adversarial RobustnessBenchmarking | CodeCode Available | 1 |
| 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 |
| 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 |
| Benchmarking Hierarchical Script Knowledge | Jun 1, 2019 | Benchmarking | CodeCode Available | 0 |
| Natural Image Noise Dataset | Jun 1, 2019 | BenchmarkingDenoising | CodeCode Available | 0 |
| MaxpoolNMS: Getting Rid of NMS Bottlenecks in Two-Stage Object Detectors | Jun 1, 2019 | BenchmarkingGeneral Classification | —Unverified | 0 |
| Meta-Surrogate Benchmarking for Hyperparameter Optimization | May 30, 2019 | BenchmarkingHyperparameter Optimization | CodeCode Available | 1 |
| Benchmarking Regression Methods: A comparison with CGAN | May 30, 2019 | BenchmarkingInductive Learning | CodeCode Available | 1 |
