| 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 |
| Non-linear Multitask Learning with Deep Gaussian Processes | May 29, 2019 | BenchmarkingGaussian Processes | —Unverified | 0 |
| Matrix-Free Preconditioning in Online Learning | May 29, 2019 | Benchmarking | —Unverified | 0 |
| Adaptive Deep Kernel Learning | May 28, 2019 | BenchmarkingDrug Discovery | —Unverified | 0 |
| COSET: A Benchmark for Evaluating Neural Program Embeddings | May 27, 2019 | BenchmarkingGraph Neural Network | —Unverified | 0 |
| On Recurrent Neural Networks for Sequence-based Processing in Communications | May 24, 2019 | BenchmarkingDecoder | CodeCode Available | 0 |
| NTP : A Neural Network Topology Profiler | May 22, 2019 | BenchmarkingQuantization | —Unverified | 0 |
| Cognitive Model Priors for Predicting Human Decisions | May 22, 2019 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| Benchmarking Deep Learning Architectures for Predicting Readmission to the ICU and Describing Patients-at-Risk | May 21, 2019 | Bayesian InferenceBenchmarking | CodeCode Available | 0 |
| Characterizing SLAM Benchmarks and Methods for the Robust Perception Age | May 19, 2019 | Benchmarking | CodeCode Available | 0 |
| Robust measurement of innovation performances in Europe with a hierarchy of interacting composite indicators | May 18, 2019 | BenchmarkingDecision Making | —Unverified | 0 |
| SAWNet: A Spatially Aware Deep Neural Network for 3D Point Cloud Processing | May 18, 2019 | BenchmarkingScene Segmentation | —Unverified | 0 |
| REPLAB: A Reproducible Low-Cost Arm Benchmark Platform for Robotic Learning | May 17, 2019 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| LEAF: A Benchmark for Federated Settings | May 16, 2019 | Autonomous VehiclesBenchmarking | —Unverified | 0 |
| Simitate: A Hybrid Imitation Learning Benchmark | May 15, 2019 | BenchmarkingImitation Learning | CodeCode Available | 0 |
| IPC: A Benchmark Data Set for Learning with Graph-Structured Data | May 15, 2019 | BenchmarkingGraph Classification | CodeCode Available | 0 |
| Strong and Simple Baselines for Multimodal Utterance Embeddings | May 14, 2019 | Benchmarking | CodeCode Available | 0 |
| The Algonauts Project: A Platform for Communication between the Sciences of Biological and Artificial Intelligence | May 14, 2019 | Benchmarkingspeech-recognition | —Unverified | 0 |
| VizNet: Towards A Large-Scale Visualization Learning and Benchmarking Repository | May 12, 2019 | Benchmarking | CodeCode Available | 0 |
| Long Short-Term Memory with Gate and State Level Fusion for Light Field-Based Face Recognition | May 11, 2019 | BenchmarkingFace Recognition | —Unverified | 0 |
| Machine Learning Cryptanalysis of a Quantum Random Number Generator | May 7, 2019 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Scaling and Benchmarking Self-Supervised Visual Representation Learning | May 3, 2019 | Benchmarkingobject-detection | CodeCode Available | 0 |
| Detecting Out-Of-Distribution Samples Using Low-Order Deep Features Statistics | May 1, 2019 | Benchmarking | —Unverified | 0 |
| Evaluation Methodology for Attacks Against Confidence Thresholding Models | May 1, 2019 | Adversarial RobustnessBenchmarking | —Unverified | 0 |
| On the Use of ArXiv as a Dataset | Apr 30, 2019 | ArticlesAuthor Attribution | CodeCode Available | 0 |
| A Deep Q-Learning Method for Downlink Power Allocation in Multi-Cell Networks | Apr 30, 2019 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |