| Hierarchical graph neural nets can capture long-range interactions | Jul 15, 2021 | BenchmarkingMolecular Property Prediction | CodeCode Available | 1 |
| A multi-schematic classifier-independent oversampling approach for imbalanced datasets | Jul 15, 2021 | Benchmarking | CodeCode Available | 1 |
| The Benchmark Lottery | Jul 14, 2021 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| Generative and reproducible benchmarks for comprehensive evaluation of machine learning classifiers | Jul 14, 2021 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| Inverse Contextual Bandits: Learning How Behavior Evolves over Time | Jul 13, 2021 | BenchmarkingDecision Making | CodeCode Available | 0 |
| R3L: Connecting Deep Reinforcement Learning to Recurrent Neural Networks for Image Denoising via Residual Recovery | Jul 12, 2021 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| MECT: Multi-Metadata Embedding based Cross-Transformer for Chinese Named Entity Recognition | Jul 12, 2021 | BenchmarkingChinese Named Entity Recognition | CodeCode Available | 1 |
| A Framework and Benchmarking Study for Counterfactual Generating Methods on Tabular Data | Jul 9, 2021 | Benchmarkingcounterfactual | —Unverified | 0 |
| Benchmarking for Biomedical Natural Language Processing Tasks with a Domain Specific ALBERT | Jul 9, 2021 | BenchmarkingDocument Classification | CodeCode Available | 1 |
| Benchpress: A Scalable and Versatile Workflow for Benchmarking Structure Learning Algorithms | Jul 8, 2021 | Benchmarking | CodeCode Available | 1 |
| Intrinsic uncertainties and where to find them | Jul 6, 2021 | Benchmarking | —Unverified | 0 |
| The RSNA-ASNR-MICCAI BraTS 2021 Benchmark on Brain Tumor Segmentation and Radiogenomic Classification | Jul 5, 2021 | BenchmarkingBrain Tumor Segmentation | CodeCode Available | 1 |
| Connectivity Matters: Neural Network Pruning Through the Lens of Effective Sparsity | Jul 5, 2021 | BenchmarkingNetwork Pruning | CodeCode Available | 0 |
| Systematic Evaluation of Causal Discovery in Visual Model Based Reinforcement Learning | Jul 2, 2021 | BenchmarkingCausal Discovery | CodeCode Available | 1 |
| SocialAI: Benchmarking Socio-Cognitive Abilities in Deep Reinforcement Learning Agents | Jul 2, 2021 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| Benchmarking ASR Systems Based on Post-Editing Effort and Error Analysis | Jul 1, 2021 | Benchmarking | —Unverified | 0 |
| Modelling Neuronal Behaviour with Time Series Regression: Recurrent Neural Networks on C. Elegans Data | Jul 1, 2021 | Benchmarkingregression | —Unverified | 0 |
| CityNet: A Comprehensive Multi-Modal Urban Dataset for Advanced Research in Urban Computing | Jun 30, 2021 | BenchmarkingTransfer Learning | CodeCode Available | 0 |
| Exploring Context Generalizability in Citywide Crowd Mobility Prediction: An Analytic Framework and Benchmark | Jun 30, 2021 | BenchmarkingPrediction | CodeCode Available | 0 |
| On the Interaction of Belief Bias and Explanations | Jun 29, 2021 | Benchmarking | —Unverified | 0 |
| Benchmarking Knowledge-driven Zero-shot Learning | Jun 29, 2021 | AttributeBenchmarking | CodeCode Available | 1 |
| Efficient Realistic Data Generation Framework leveraging Deep Learning-based Human Digitization | Jun 28, 2021 | BenchmarkingDeep Learning | CodeCode Available | 0 |
| Dataset and Benchmarking of Real-Time Embedded Object Detection for RoboCup SSL | Jun 28, 2021 | BenchmarkingObject | —Unverified | 0 |
| Kimera-Multi: Robust, Distributed, Dense Metric-Semantic SLAM for Multi-Robot Systems | Jun 28, 2021 | 3D ReconstructionBenchmarking | CodeCode Available | 1 |
| Rail-5k: a Real-World Dataset for Rail Surface Defects Detection | Jun 28, 2021 | 4kBenchmarking | —Unverified | 0 |
