| RCC-GAN: Regularized Compound Conditional GAN for Large-Scale Tabular Data Synthesis | May 24, 2022 | BenchmarkingGenerative Adversarial Network | —Unverified | 0 |
| Advanced Manufacturing Configuration by Sample-efficient Batch Bayesian Optimization | May 24, 2022 | Bayesian OptimizationBenchmarking | —Unverified | 0 |
| Graph-theoretical approach to robust 3D normal extraction of LiDAR data | May 23, 2022 | Benchmarking | CodeCode Available | 0 |
| Diversity Over Size: On the Effect of Sample and Topic Sizes for Topic-Dependent Argument Mining Datasets | May 23, 2022 | Argument MiningBenchmarking | CodeCode Available | 0 |
| Generalization, Mayhems and Limits in Recurrent Proximal Policy Optimization | May 23, 2022 | BenchmarkingDeep Reinforcement Learning | —Unverified | 0 |
| Paddy Doctor: A Visual Image Dataset for Automated Paddy Disease Classification and Benchmarking | May 23, 2022 | BenchmarkingClassification | —Unverified | 0 |
| Deep Learning vs. Gradient Boosting: Benchmarking state-of-the-art machine learning algorithms for credit scoring | May 21, 2022 | BenchmarkingBinary Classification | —Unverified | 0 |
| Self-Supervised Speech Representation Learning: A Review | May 21, 2022 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| SNaC: Coherence Error Detection for Narrative Summarization | May 19, 2022 | BenchmarkingCoherence Evaluation | CodeCode Available | 0 |
| Entity Alignment For Knowledge Graphs: Progress, Challenges, and Empirical Studies | May 18, 2022 | BenchmarkingEntity Alignment | —Unverified | 0 |
| Accented Speech Recognition: Benchmarking, Pre-training, and Diverse Data | May 16, 2022 | Accented Speech RecognitionBenchmarking | —Unverified | 0 |
| Uncertainty estimation for Cross-dataset performance in Trajectory prediction | May 15, 2022 | BenchmarkingPrediction | —Unverified | 0 |
| Provably Safe Reinforcement Learning: Conceptual Analysis, Survey, and Benchmarking | May 13, 2022 | Benchmarkingreinforcement-learning | —Unverified | 0 |
| Beyond Static Models and Test Sets: Benchmarking the Potential of Pre-trained Models Across Tasks and Languages | May 12, 2022 | BenchmarkingDiversity | —Unverified | 0 |
| Individual Fairness Guarantees for Neural Networks | May 11, 2022 | BenchmarkingFairness | CodeCode Available | 0 |
| Subspace Learning Machine (SLM): Methodology and Performance | May 11, 2022 | Benchmarking | —Unverified | 0 |
| Towards Intersectionality in Machine Learning: Including More Identities, Handling Underrepresentation, and Performing Evaluation | May 10, 2022 | AttributeBenchmarking | CodeCode Available | 0 |
| LayoutXLM vs. GNN: An Empirical Evaluation of Relation Extraction for Documents | May 9, 2022 | BenchmarkingGraph Neural Network | —Unverified | 0 |
| Assigning Species Information to Corresponding Genes by a Sequence Labeling Framework | May 8, 2022 | BenchmarkingBinary Classification | CodeCode Available | 0 |
| Design Target Achievement Index: A Differentiable Metric to Enhance Deep Generative Models in Multi-Objective Inverse Design | May 6, 2022 | Benchmarking | —Unverified | 0 |
| VFHQ: A High-Quality Dataset and Benchmark for Video Face Super-Resolution | May 6, 2022 | BenchmarkingSpeaker Identification | —Unverified | 0 |
| Surface Reconstruction from Point Clouds: A Survey and a Benchmark | May 5, 2022 | BenchmarkingSurface Reconstruction | —Unverified | 0 |
| Learn-to-Race Challenge 2022: Benchmarking Safe Learning and Cross-domain Generalisation in Autonomous Racing | May 5, 2022 | Autonomous DrivingAutonomous Racing | —Unverified | 0 |
| On Continual Model Refinement in Out-of-Distribution Data Streams | May 4, 2022 | BenchmarkingContinual Learning | —Unverified | 0 |
| Training Mixed-Domain Translation Models via Federated Learning | May 3, 2022 | BenchmarkingFederated Learning | —Unverified | 0 |
| MSAMSum: Towards Benchmarking Multi-lingual Dialogue Summarization | May 1, 2022 | Benchmarkingdialogue summary | CodeCode Available | 0 |
| MMCoQA: Conversational Question Answering over Text, Tables, and Images | May 1, 2022 | BenchmarkingConversational Question Answering | CodeCode Available | 0 |
| Fantastic Questions and Where to Find Them: FairytaleQA – An Authentic Dataset for Narrative Comprehension | May 1, 2022 | BenchmarkingQuestion Answering | —Unverified | 0 |
| To Find Waldo You Need Contextual Cues: Debiasing Who’s Waldo | May 1, 2022 | BenchmarkingPerson-centric Visual Grounding | CodeCode Available | 0 |
| Benchmarking Post-Hoc Interpretability Approaches for Transformer-based Misogyny Detection | May 1, 2022 | BenchmarkingHate Speech Detection | CodeCode Available | 0 |
| Answer Consolidation: Formulation and Benchmarking | Apr 29, 2022 | BenchmarkingQuestion Answering | CodeCode Available | 0 |
| Foundations for learning from noisy quantum experiments | Apr 28, 2022 | Benchmarking | —Unverified | 0 |
| Watts: Infrastructure for Open-Ended Learning | Apr 28, 2022 | Benchmarking | CodeCode Available | 0 |
| A Collection of Quality Diversity Optimization Problems Derived from Hyperparameter Optimization of Machine Learning Models | Apr 28, 2022 | BenchmarkingDiversity | CodeCode Available | 0 |
| Benchmarking the Hooke-Jeeves Method, MTS-LS1, and BSrr on the Large-scale BBOB Function Set | Apr 28, 2022 | Benchmarking | CodeCode Available | 0 |
| Deeper Insights into the Robustness of ViTs towards Common Corruptions | Apr 26, 2022 | BenchmarkingData Augmentation | —Unverified | 0 |
| Causal Reasoning Meets Visual Representation Learning: A Prospective Study | Apr 26, 2022 | BenchmarkingOut-of-Distribution Generalization | —Unverified | 0 |
| Label Anchored Contrastive Learning for Language Understanding | Apr 26, 2022 | BenchmarkingContrastive Learning | —Unverified | 0 |
| Transformation-Interaction-Rational Representation for Symbolic Regression | Apr 25, 2022 | BenchmarkingForm | CodeCode Available | 0 |
| MOLE: Digging Tunnels Through Multimodal Multi-Objective Landscapes | Apr 22, 2022 | Benchmarking | CodeCode Available | 0 |
| Benchmarking Answer Verification Methods for Question Answering-Based Summarization Evaluation Metrics | Apr 21, 2022 | AttributeBenchmarking | —Unverified | 0 |
| Changepoint Detection in Noisy Data Using a Novel Residuals Permutation-Based Method (RESPERM): Benchmarking and Application to Single Trial ERPs | Apr 21, 2022 | BenchmarkingChange Point Detection | CodeCode Available | 0 |
| Learning to Fold Real Garments with One Arm: A Case Study in Cloud-Based Robotics Research | Apr 21, 2022 | BenchmarkingDiversity | —Unverified | 0 |
| Multi-label classification for biomedical literature: an overview of the BioCreative VII LitCovid Track for COVID-19 literature topic annotations | Apr 20, 2022 | ArticlesBenchmarking | —Unverified | 0 |
| Analyzing the Impact of Undersampling on the Benchmarking and Configuration of Evolutionary Algorithms | Apr 20, 2022 | BenchmarkingEvolutionary Algorithms | —Unverified | 0 |
| Label Efficient Regularization and Propagation for Graph Node Classification | Apr 19, 2022 | AttributeBenchmarking | —Unverified | 0 |
| Radio Galaxy Zoo: Using semi-supervised learning to leverage large unlabelled data-sets for radio galaxy classification under data-set shift | Apr 19, 2022 | BenchmarkingClassification | CodeCode Available | 0 |
| Benchmarking Domain Generalization on EEG-based Emotion Recognition | Apr 18, 2022 | BenchmarkingDomain Adaptation | —Unverified | 0 |
| SoccerNet-Tracking: Multiple Object Tracking Dataset and Benchmark in Soccer Videos | Apr 14, 2022 | BenchmarkingMultiple Object Tracking | —Unverified | 0 |
| From Environmental Sound Representation to Robustness of 2D CNN Models Against Adversarial Attacks | Apr 14, 2022 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |