| Topological Deep Learning: Going Beyond Graph Data | Jun 1, 2022 | Deep LearningGraph Learning | CodeCode Available | 2 |
| DeepCore: A Comprehensive Library for Coreset Selection in Deep Learning | Apr 18, 2022 | Active LearningContinual Learning | CodeCode Available | 2 |
| Investigating Deep Learning Benchmarks for Electrocardiography Signal Processing | Apr 9, 2022 | Atrial Fibrillation DetectionDeep Learning | CodeCode Available | 2 |
| Video Polyp Segmentation: A Deep Learning Perspective | Mar 27, 2022 | AttributeDeep Learning | CodeCode Available | 2 |
| On Embeddings for Numerical Features in Tabular Deep Learning | Mar 10, 2022 | Deep Learning | CodeCode Available | 2 |
| Log-based Anomaly Detection with Deep Learning: How Far Are We? | Feb 9, 2022 | Anomaly DetectionDeep Learning | CodeCode Available | 2 |
| EquiBind: Geometric Deep Learning for Drug Binding Structure Prediction | Feb 7, 2022 | Blind DockingDeep Learning | CodeCode Available | 2 |
| TableQuery: Querying tabular data with natural language | Jan 27, 2022 | Deep LearningNatural Language Queries | CodeCode Available | 2 |
| Automated Deep Learning: Neural Architecture Search Is Not the End | Dec 16, 2021 | Deep LearningMachine Translation | CodeCode Available | 2 |
| PyTorchVideo: A Deep Learning Library for Video Understanding | Nov 18, 2021 | Deep LearningSelf-Supervised Learning | CodeCode Available | 2 |
| TorchGeo: Deep Learning With Geospatial Data | Nov 17, 2021 | Deep LearningTransfer Learning | CodeCode Available | 2 |
| Training Spiking Neural Networks Using Lessons From Deep Learning | Sep 27, 2021 | Deep Learning | CodeCode Available | 2 |
| Physics-based Deep Learning | Sep 11, 2021 | Deep LearningPhysical Simulations | CodeCode Available | 2 |
| SAINT: Improved Neural Networks for Tabular Data via Row Attention and Contrastive Pre-Training | Jun 2, 2021 | Deep LearningFraud Detection | CodeCode Available | 2 |
| Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges | Apr 27, 2021 | Deep LearningProtein Folding | CodeCode Available | 2 |
| CogDL: A Comprehensive Library for Graph Deep Learning | Mar 1, 2021 | Deep LearningGraph Classification | CodeCode Available | 2 |
| Neural Network Libraries: A Deep Learning Framework Designed from Engineers' Perspectives | Feb 12, 2021 | Deep Learning | CodeCode Available | 2 |
| BirdNET: A deep learning solution for avian diversity monitoring | Jan 27, 2021 | Data AugmentationDeep Learning | CodeCode Available | 2 |
| FBGEMM: Enabling High-Performance Low-Precision Deep Learning Inference | Jan 13, 2021 | Code GenerationDeep Learning | CodeCode Available | 2 |
| Deep Learning for Text Style Transfer: A Survey | Nov 1, 2020 | ArticlesDeep Learning | CodeCode Available | 2 |
| MolDesigner: Interactive Design of Efficacious Drugs with Deep Learning | Oct 5, 2020 | Deep Learning | CodeCode Available | 2 |
| Deep learning for time series classification | Oct 1, 2020 | Activity RecognitionClassification | CodeCode Available | 2 |
| Torchattacks: A PyTorch Repository for Adversarial Attacks | Sep 24, 2020 | Deep Learning | CodeCode Available | 2 |
| Backdoor Attacks and Countermeasures on Deep Learning: A Comprehensive Review | Jul 21, 2020 | Deep Learning | CodeCode Available | 2 |
| Torch-Struct: Deep Structured Prediction Library | Jul 1, 2020 | Deep LearningPrediction | CodeCode Available | 2 |
