| Towards IID representation learning and its application on biomedical data | Mar 1, 2022 | BenchmarkingRepresentation Learning | CodeCode Available | 0 |
| A predictive analytics approach for stroke prediction using machine learning and neural networks | Mar 1, 2022 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Prepare for Trouble and Make it Double. Supervised and Unsupervised Stacking for AnomalyBased Intrusion Detection | Feb 28, 2022 | BenchmarkingIntrusion Detection | —Unverified | 0 |
| Towards Class-agnostic Tracking Using Feature Decorrelation in Point Clouds | Feb 28, 2022 | BenchmarkingObject Tracking | —Unverified | 0 |
| Spatio-Temporal Latent Graph Structure Learning for Traffic Forecasting | Feb 25, 2022 | BenchmarkingGraph Neural Network | —Unverified | 0 |
| Generalised Gaussian Process Latent Variable Models (GPLVM) with Stochastic Variational Inference | Feb 25, 2022 | BenchmarkingDimensionality Reduction | —Unverified | 0 |
| Measuring CLEVRness: Blackbox testing of Visual Reasoning Models | Feb 24, 2022 | BenchmarkingDiagnostic | —Unverified | 0 |
| SUTD-PRCM Dataset and Neural Architecture Search Approach for Complex Metasurface Design | Feb 24, 2022 | Benchmarkingimage-classification | —Unverified | 0 |
| Evaluating Feature Attribution Methods in the Image Domain | Feb 22, 2022 | Benchmarking | CodeCode Available | 0 |
| Benchmarking Generative Latent Variable Models for Speech | Feb 22, 2022 | BenchmarkingImage Generation | CodeCode Available | 0 |
| Benchmarking the Linear Algebra Awareness of TensorFlow and PyTorch | Feb 20, 2022 | Benchmarking | CodeCode Available | 0 |
| How to Manage Tiny Machine Learning at Scale: An Industrial Perspective | Feb 18, 2022 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| Rethinking Pareto Frontier for Performance Evaluation of Deep Neural Networks | Feb 18, 2022 | BenchmarkingDeep Learning | —Unverified | 0 |
| Benchmarking missing-values approaches for predictive models on health databases | Feb 17, 2022 | AttributeBenchmarking | CodeCode Available | 0 |
| On loss functions and evaluation metrics for music source separation | Feb 16, 2022 | Audio Source SeparationBenchmarking | —Unverified | 0 |
| Wukong: A 100 Million Large-scale Chinese Cross-modal Pre-training Benchmark | Feb 14, 2022 | BenchmarkingContrastive Learning | CodeCode Available | 0 |
| Benchmarking Online Sequence-to-Sequence and Character-based Handwriting Recognition from IMU-Enhanced Pens | Feb 14, 2022 | BenchmarkingHandwriting Recognition | —Unverified | 0 |
| Benchmarking Robot Manipulation with the Rubik's Cube | Feb 14, 2022 | BenchmarkingRobot Manipulation | —Unverified | 0 |
| Dual Task Framework for Improving Persona-grounded Dialogue Dataset | Feb 11, 2022 | Benchmarking | —Unverified | 0 |
| High Fidelity RF Clutter Modeling and Simulation | Feb 10, 2022 | BenchmarkingVocal Bursts Intensity Prediction | —Unverified | 0 |
| Lightweight Jet Reconstruction and Identification as an Object Detection Task | Feb 9, 2022 | Benchmarkingobject-detection | —Unverified | 0 |
| Comparative Study Between Distance Measures On Supervised Optimum-Path Forest Classification | Feb 8, 2022 | Anomaly DetectionBenchmarking | CodeCode Available | 0 |
| BIQ2021: A Large-Scale Blind Image Quality Assessment Database | Feb 8, 2022 | BenchmarkingBlind Image Quality Assessment | —Unverified | 0 |
| Evaluation Methods and Measures for Causal Learning Algorithms | Feb 7, 2022 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| Theory-inspired Parameter Control Benchmarks for Dynamic Algorithm Configuration | Feb 7, 2022 | BenchmarkingEvolutionary Algorithms | CodeCode Available | 0 |
| RerrFact: Reduced Evidence Retrieval Representations for Scientific Claim Verification | Feb 5, 2022 | BenchmarkingBinary Classification | CodeCode Available | 0 |
| Quality Assessment of Low Light Restored Images: A Subjective Study and an Unsupervised Model | Feb 4, 2022 | BenchmarkingContrastive Learning | —Unverified | 0 |
| Structured Prediction Problem Archive | Feb 4, 2022 | BenchmarkingPrediction | CodeCode Available | 0 |
| Danish Airs and Grounds: A Dataset for Aerial-to-Street-Level Place Recognition and Localization | Feb 3, 2022 | 3D ReconstructionBenchmarking | —Unverified | 0 |
| A quantitative method for benchmarking fair income distribution | Feb 2, 2022 | Benchmarking | —Unverified | 0 |
| Black-box Bayesian inference for economic agent-based models | Feb 1, 2022 | Bayesian InferenceBenchmarking | —Unverified | 0 |
| AntBO: Towards Real-World Automated Antibody Design with Combinatorial Bayesian Optimisation | Jan 29, 2022 | Bayesian OptimisationBenchmarking | —Unverified | 0 |
| Benchmarking Conventional Vision Models on Neuromorphic Fall Detection and Action Recognition Dataset | Jan 28, 2022 | Action RecognitionBenchmarking | —Unverified | 0 |
| Benchmarking Resource Usage for Efficient Distributed Deep Learning | Jan 28, 2022 | BenchmarkingDeep Learning | —Unverified | 0 |
| Benchmarking learned non-Cartesian k-space trajectories and reconstruction networks | Jan 27, 2022 | Benchmarking | —Unverified | 0 |
| MeltpoolNet: Melt pool Characteristic Prediction in Metal Additive Manufacturing Using Machine Learning | Jan 26, 2022 | ArticlesBenchmarking | —Unverified | 0 |
| A Multi-rater Comparative Study of Automatic Target Localization Methods for Epilepsy Deep Brain Stimulation Procedures | Jan 26, 2022 | Benchmarking | —Unverified | 0 |
| Jointly Learning Knowledge Embedding and Neighborhood Consensus with Relational Knowledge Distillation for Entity Alignment | Jan 25, 2022 | BenchmarkingEntity Alignment | —Unverified | 0 |
| DrugOOD: Out-of-Distribution (OOD) Dataset Curator and Benchmark for AI-aided Drug Discovery -- A Focus on Affinity Prediction Problems with Noise Annotations | Jan 24, 2022 | BenchmarkingDrug Discovery | CodeCode Available | 0 |
| Out of Distribution Detection on ImageNet-O | Jan 23, 2022 | BenchmarkingOut-of-Distribution Detection | CodeCode Available | 0 |
| Visual Object Tracking on Multi-modal RGB-D Videos: A Review | Jan 23, 2022 | BenchmarkingObject | —Unverified | 0 |
| Towards Private Learning on Decentralized Graphs with Local Differential Privacy | Jan 23, 2022 | BenchmarkingGraph Learning | —Unverified | 0 |
| Individual Treatment Effect Estimation Through Controlled Neural Network Training in Two Stages | Jan 21, 2022 | BenchmarkingRepresentation Learning | —Unverified | 0 |
| High-Level Synthesis Performance Prediction using GNNs: Benchmarking, Modeling, and Advancing | Jan 18, 2022 | BenchmarkingFeature Engineering | —Unverified | 0 |
| Benchmarking Subset Selection from Large Candidate Solution Sets in Evolutionary Multi-objective Optimization | Jan 18, 2022 | Benchmarking | CodeCode Available | 0 |
| A Simple Evolutionary Algorithm for Multi-modal Multi-objective Optimization | Jan 18, 2022 | Benchmarking | —Unverified | 0 |
| A Comparative study of Hyper-Parameter Optimization Tools | Jan 17, 2022 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Feasibility of BERT Embeddings For Domain-Specific Knowledge Mining | Jan 16, 2022 | BenchmarkingLanguage Modelling | —Unverified | 0 |
| FedNLP: Benchmarking Federated Learning Methods for Natural Language Processing Tasks | Jan 16, 2022 | BenchmarkingFederated Learning | —Unverified | 0 |
| Context-guided Triple Matching for Multiple Choice Question Answering | Jan 16, 2022 | BenchmarkingMultiple-choice | —Unverified | 0 |