| Auto-KWS 2021 Challenge: Task, Datasets, and Baselines | Mar 31, 2021 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| AutoGL: A Library for Automated Graph Learning | Apr 11, 2021 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Automated Essay Scoring Using Transformer Models | Oct 13, 2021 | Automated Essay ScoringBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| AutoCLINT: The Winning Method in AutoCV Challenge 2019 | May 9, 2020 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 1 | 5 |
| Aequitas: A Bias and Fairness Audit Toolkit | Nov 14, 2018 | BIG-bench Machine LearningDecision Making | CodeCode Available | 1 | 5 |
| Auto-differentiable Ensemble Kalman Filters | Jul 16, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Automated Evolutionary Approach for the Design of Composite Machine Learning Pipelines | Jun 26, 2021 | BIG-bench Machine LearningManagement | CodeCode Available | 1 | 5 |
| Back-Training excels Self-Training at Unsupervised Domain Adaptation of Question Generation and Passage Retrieval | Apr 18, 2021 | BIG-bench Machine LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Attacks on Image Encryption Schemes for Privacy-Preserving Deep Neural Networks | Apr 28, 2020 | BIG-bench Machine LearningPrivacy Preserving | CodeCode Available | 1 | 5 |
| Adversarial Machine Learning: Bayesian Perspectives | Mar 7, 2020 | Adversarial RobustnessBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| AdViCE: Aggregated Visual Counterfactual Explanations for Machine Learning Model Validation | Sep 12, 2021 | BIG-bench Machine Learningcounterfactual | CodeCode Available | 1 | 5 |
| ADVISER: A Toolkit for Developing Multi-modal, Multi-domain and Socially-engaged Conversational Agents | May 4, 2020 | BIG-bench Machine LearningEmotion Recognition | CodeCode Available | 1 | 5 |
| Aerial Imagery Pile burn detection using Deep Learning: the FLAME dataset | Dec 28, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 | 5 |
| A Unified View of Relational Deep Learning for Drug Pair Scoring | Nov 4, 2021 | BIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Against All Odds: Winning the Defense Challenge in an Evasion Competition with Diversification | Oct 19, 2020 | AllBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| A flow-based IDS using Machine Learning in eBPF | Feb 19, 2021 | BIG-bench Machine LearningIntrusion Detection | CodeCode Available | 1 | 5 |
| Afro-MNIST: Synthetic generation of MNIST-style datasets for low-resource languages | Sep 28, 2020 | BIG-bench Machine LearningDataset Generation | CodeCode Available | 1 | 5 |
| AutoKE: An automatic knowledge embedding framework for scientific machine learning | May 11, 2022 | BIG-bench Machine LearningNeural Architecture Search | CodeCode Available | 1 | 5 |
| Automated Graph Machine Learning: Approaches, Libraries, Benchmarks and Directions | Jan 4, 2022 | BIG-bench Machine LearningGraph Learning | CodeCode Available | 1 | 5 |
| Automated Machine Learning on Graphs: A Survey | Mar 1, 2021 | AutoMLBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Auditing Differentially Private Machine Learning: How Private is Private SGD? | Jun 13, 2020 | Art AnalysisBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Automating In-Network Machine Learning | May 18, 2022 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Atomic structure generation from reconstructing structural fingerprints | Jul 27, 2022 | BIG-bench Machine Learningvalid | CodeCode Available | 1 | 5 |
| AGNet: Weighing Black Holes with Machine Learning | Nov 30, 2020 | BIG-bench Machine LearningTime Series | CodeCode Available | 1 | 5 |
| A survey on Adversarial Recommender Systems: from Attack/Defense strategies to Generative Adversarial Networks | May 20, 2020 | ArticlesBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
