| 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 |
| Mitigating severe over-parameterization in deep convolutional neural networks through forced feature abstraction and compression with an entropy-based heuristic | Jun 27, 2021 | BenchmarkingFeature Compression | —Unverified | 0 |
| Benchmarking Differential Privacy and Federated Learning for BERT Models | Jun 26, 2021 | BenchmarkingFederated Learning | CodeCode Available | 1 |
| You are AllSet: A Multiset Function Framework for Hypergraph Neural Networks | Jun 24, 2021 | BenchmarkingNode Classification | CodeCode Available | 1 |
| PatentNet: A Large-Scale Incomplete Multiview, Multimodal, Multilabel Industrial Goods Image Database | Jun 23, 2021 | BenchmarkingClustering | —Unverified | 0 |
| Mutual-Information Based Few-Shot Classification | Jun 23, 2021 | BenchmarkingClassification | CodeCode Available | 1 |
| Synthetic Benchmarks for Scientific Research in Explainable Machine Learning | Jun 23, 2021 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| CUDA-GHR: Controllable Unsupervised Domain Adaptation for Gaze and Head Redirection | Jun 21, 2021 | BenchmarkingDomain Adaptation | CodeCode Available | 0 |
| Underwater Image Restoration via Contrastive Learning and a Real-world Dataset | Jun 20, 2021 | BenchmarkingContrastive Learning | CodeCode Available | 1 |
| Perception Matters: Detecting Perception Failures of VQA Models Using Metamorphic Testing | Jun 19, 2021 | BenchmarkingDNN Testing | CodeCode Available | 1 |
| Learning Graphs for Knowledge Transfer With Limited Labels | Jun 19, 2021 | Action RecognitionBenchmarking | —Unverified | 0 |
| Intrinsic Image Harmonization | Jun 19, 2021 | BenchmarkingImage Harmonization | CodeCode Available | 1 |
| Effective Evaluation of Deep Active Learning on Image Classification Tasks | Jun 16, 2021 | Active LearningBenchmarking | —Unverified | 0 |
| A Spiking Neural Network for Image Segmentation | Jun 16, 2021 | BenchmarkingCPU | —Unverified | 0 |
| Understanding and Evaluating Racial Biases in Image Captioning | Jun 16, 2021 | BenchmarkingImage Captioning | CodeCode Available | 1 |
| A Survey on Semi-Supervised Learning for Delayed Partially Labelled Data Streams | Jun 16, 2021 | Active LearningBenchmarking | —Unverified | 0 |
| Hotel Recognition via Latent Image Embedding | Jun 15, 2021 | BenchmarkingMetric Learning | —Unverified | 0 |
| Selection of Source Images Heavily Influences the Effectiveness of Adversarial Attacks | Jun 14, 2021 | Benchmarking | CodeCode Available | 1 |
| Node Classification Meets Link Prediction on Knowledge Graphs | Jun 14, 2021 | BenchmarkingClassification | —Unverified | 0 |
| On the Convergence of Differentially Private Federated Learning on Non-Lipschitz Objectives, and with Normalized Client Updates | Jun 13, 2021 | BenchmarkingFederated Learning | —Unverified | 0 |
| Online Learning with Optimism and Delay | Jun 13, 2021 | BenchmarkingWeather Forecasting | CodeCode Available | 1 |
| Cross-replication Reliability -- An Empirical Approach to Interpreting Inter-rater Reliability | Jun 11, 2021 | Benchmarking | —Unverified | 0 |
| Interpretable machine learning applied to on-farm biosecurity and porcine reproductive and respiratory syndrome virus | Jun 11, 2021 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| Problem-solving benefits of down-sampled lexicase selection | Jun 10, 2021 | Benchmarking | —Unverified | 0 |
| Shades of BLEU, Flavours of Success: The Case of MultiWOZ | Jun 10, 2021 | BenchmarkingTask-Oriented Dialogue Systems | CodeCode Available | 1 |
| Signals to Spikes for Neuromorphic Regulated Reservoir Computing and EMG Hand Gesture Recognition | Jun 9, 2021 | BenchmarkingEMG Gesture Recognition | CodeCode Available | 1 |