| 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 |
| Topological Deep Learning: Going Beyond Graph Data | Jun 1, 2022 | Deep LearningGraph Learning | CodeCode Available | 2 |
