| TabR: Tabular Deep Learning Meets Nearest Neighbors in 2023 | Jul 26, 2023 | Deep LearningRetrieval | CodeCode Available | 2 |
| Differentiable Forward Projector for X-ray Computed Tomography | Jul 11, 2023 | CT ReconstructionDeep Learning | CodeCode Available | 2 |
| MultiZoo & MultiBench: A Standardized Toolkit for Multimodal Deep Learning | Jun 28, 2023 | Deep LearningMultimodal Deep Learning | CodeCode Available | 2 |
| LibAUC: A Deep Learning Library for X-Risk Optimization | Jun 5, 2023 | BenchmarkingClassification | CodeCode Available | 2 |
| gRNAde: Geometric Deep Learning for 3D RNA inverse design | May 24, 2023 | 3D geometryDeep Learning | CodeCode Available | 2 |
| VanillaNet: the Power of Minimalism in Deep Learning | May 22, 2023 | Deep LearningPhilosophy | CodeCode Available | 2 |
| Automatic Gradient Descent: Deep Learning without Hyperparameters | Apr 11, 2023 | Deep LearningSecond-order methods | CodeCode Available | 2 |
| Slideflow: Deep Learning for Digital Histopathology with Real-Time Whole-Slide Visualization | Apr 9, 2023 | Deep LearningHistopathological Image Classification | CodeCode Available | 2 |
| Masked Image Training for Generalizable Deep Image Denoising | Mar 23, 2023 | Deep LearningDenoising | CodeCode Available | 2 |
| Deep Learning for Camera Calibration and Beyond: A Survey | Mar 19, 2023 | Camera CalibrationDeep Learning | CodeCode Available | 2 |
| SF2Former: Amyotrophic Lateral Sclerosis Identification From Multi-center MRI Data Using Spatial and Frequency Fusion Transformer | Feb 21, 2023 | Deep LearningMedical Image Analysis | CodeCode Available | 2 |
| Fortuna: A Library for Uncertainty Quantification in Deep Learning | Feb 8, 2023 | Bayesian InferenceBenchmarking | CodeCode Available | 2 |
| A Survey on Deep Learning based Time Series Analysis with Frequency Transformation | Feb 4, 2023 | Deep LearningTime Series | CodeCode Available | 2 |
| A Survey of Deep Learning for Mathematical Reasoning | Dec 20, 2022 | Deep LearningMath | CodeCode Available | 2 |
| Deep Learning Methods for Partial Differential Equations and Related Parameter Identification Problems | Dec 6, 2022 | Deep Learning | CodeCode Available | 2 |
| Deep Learning Generates Synthetic Cancer Histology for Explainability and Education | Nov 12, 2022 | Deep LearningGenerative Adversarial Network | CodeCode Available | 2 |
| A Survey of Deep Face Restoration: Denoise, Super-Resolution, Deblur, Artifact Removal | Nov 5, 2022 | Deep LearningImage Restoration | CodeCode Available | 2 |
| TabLLM: Few-shot Classification of Tabular Data with Large Language Models | Oct 19, 2022 | ClassificationDeep Learning | CodeCode Available | 2 |
| Hidet: Task-Mapping Programming Paradigm for Deep Learning Tensor Programs | Oct 18, 2022 | Deep LearningScheduling | CodeCode Available | 2 |
| PyMIC: A deep learning toolkit for annotation-efficient medical image segmentation | Aug 19, 2022 | Deep LearningImage Segmentation | CodeCode Available | 2 |
| Adan: Adaptive Nesterov Momentum Algorithm for Faster Optimizing Deep Models | Aug 13, 2022 | Deep Learning | CodeCode Available | 2 |
| Deep Learning Based Automatic Modulation Recognition: Models, Datasets, and Challenges | Jul 20, 2022 | Automatic Modulation RecognitionDeep Learning | CodeCode Available | 2 |
| SenseFi: A Library and Benchmark on Deep-Learning-Empowered WiFi Human Sensing | Jul 16, 2022 | Activity RecognitionDeep Learning | CodeCode Available | 2 |
| Xplique: A Deep Learning Explainability Toolbox | Jun 9, 2022 | Deep LearningExplainable artificial intelligence | CodeCode Available | 2 |
| Hopular: Modern Hopfield Networks for Tabular Data | Jun 1, 2022 | Deep LearningGeneral Classification | CodeCode Available | 2 |
| 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 |