| 3DOS: Towards 3D Open Set Learning -- Benchmarking and Understanding Semantic Novelty Detection on Point Clouds | Jul 23, 2022 | BenchmarkingNovelty Detection | CodeCode Available | 0 |
| Panoptic Scene Graph Generation | Jul 22, 2022 | BenchmarkingPanoptic Scene Graph Generation | CodeCode Available | 2 |
| Rethinking the Reference-based Distinctive Image Captioning | Jul 22, 2022 | AttributeBenchmarking | CodeCode Available | 0 |
| PieTrack: An MOT solution based on synthetic data training and self-supervised domain adaptation | Jul 22, 2022 | BenchmarkingDomain Adaptation | —Unverified | 0 |
| Physiology-based simulation of the retinal vasculature enables annotation-free segmentation of OCT angiographs | Jul 22, 2022 | BenchmarkingRetinal Vessel Segmentation | CodeCode Available | 1 |
| Benchmarking tools for a priori identifiability analysis | Jul 20, 2022 | Benchmarking | CodeCode Available | 0 |
| Operation-Level Performance Benchmarking of Graph Neural Networks for Scientific Applications | Jul 20, 2022 | Benchmarking | CodeCode Available | 0 |
| Detecting beats in the photoplethysmogram: benchmarking open-source algorithms | Jul 19, 2022 | BenchmarkingPhotoplethysmography (PPG) beat detection | CodeCode Available | 1 |
| ALTO: A Large-Scale Dataset for UAV Visual Place Recognition and Localization | Jul 19, 2022 | BenchmarkingImage Registration | CodeCode Available | 1 |
| Initial recommendations for performing, benchmarking, and reporting single-cell proteomics experiments | Jul 19, 2022 | BenchmarkingExperimental Design | CodeCode Available | 1 |
| Benchmarking Transformers-based models on French Spoken Language Understanding tasks | Jul 19, 2022 | BenchmarkingSpoken Language Understanding | —Unverified | 0 |
| Benchmarking Machine Learning Robustness in Covid-19 Genome Sequence Classification | Jul 18, 2022 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 0 |
| The Multiple Subnetwork Hypothesis: Enabling Multidomain Learning by Isolating Task-Specific Subnetworks in Feedforward Neural Networks | Jul 18, 2022 | Benchmarking | CodeCode Available | 0 |
| Why do tree-based models still outperform deep learning on tabular data? | Jul 18, 2022 | Benchmarking | CodeCode Available | 2 |
| GOAL: Towards Benchmarking Few-Shot Sports Game Summarization | Jul 18, 2022 | Benchmarking | CodeCode Available | 0 |
| Benchmarking Omni-Vision Representation through the Lens of Visual Realms | Jul 14, 2022 | BenchmarkingContrastive Learning | CodeCode Available | 1 |
| Bias Mitigation for Machine Learning Classifiers: A Comprehensive Survey | Jul 14, 2022 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| Immunofluorescence Capillary Imaging Segmentation: Cases Study | Jul 14, 2022 | BenchmarkingImage Segmentation | CodeCode Available | 0 |
| Automated Detection of Label Errors in Semantic Segmentation Datasets via Deep Learning and Uncertainty Quantification | Jul 13, 2022 | BenchmarkingLabel Error Detection | CodeCode Available | 0 |
| Slot Filling for Extracting Reskilling and Upskilling Options from the Web | Jul 11, 2022 | BenchmarkingEntity Linking | CodeCode Available | 0 |
| TASKOGRAPHY: Evaluating robot task planning over large 3D scene graphs | Jul 11, 2022 | BenchmarkingRepresentation Learning | CodeCode Available | 1 |
| Graph Generative Model for Benchmarking Graph Neural Networks | Jul 10, 2022 | BenchmarkingGraph Generation | CodeCode Available | 1 |
| A novel evaluation methodology for supervised Feature Ranking algorithms | Jul 9, 2022 | BenchmarkingFeature Importance | CodeCode Available | 0 |
| Ensemble random forest filter: An alternative to the ensemble Kalman filter for inverse modeling | Jul 8, 2022 | Benchmarking | —Unverified | 0 |
| OVQA: A Clinically Generated Visual Question Answering Dataset | Jul 7, 2022 | BenchmarkingMedical Visual Question Answering | —Unverified | 0 |
