| AirMorph: Topology-Preserving Deep Learning for Pulmonary Airway Analysis | Dec 15, 2024 | AnatomyDeep Learning | CodeCode Available | 2 |
| Monocular Lane Detection Based on Deep Learning: A Survey | Nov 25, 2024 | 3D Lane DetectionAutonomous Driving | CodeCode Available | 2 |
| Image Matching Filtering and Refinement by Planes and Beyond | Nov 14, 2024 | Deep LearningTemplate Matching | CodeCode Available | 2 |
| nvTorchCam: An Open-source Library for Camera-Agnostic Differentiable Geometric Vision | Oct 15, 2024 | Deep LearningGPU | CodeCode Available | 2 |
| pyrtklib: An open-source package for tightly coupled deep learning and GNSS integration for positioning in urban canyons | Sep 19, 2024 | Deep Learning | CodeCode Available | 2 |
| A Comprehensive Survey on Evidential Deep Learning and Its Applications | Sep 7, 2024 | Autonomous DrivingDeep Learning | CodeCode Available | 2 |
| Generative AI Enables Medical Image Segmentation in Ultra Low-Data Regimes | Aug 30, 2024 | Deep LearningImage Segmentation | CodeCode Available | 2 |
| Forecasting GPU Performance for Deep Learning Training and Inference | Jul 18, 2024 | Deep LearningGPU | CodeCode Available | 2 |
| Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic Data | Jul 17, 2024 | Breast Cancer DetectionCancer Classification | CodeCode Available | 2 |
| DeepMol: An Automated Machine and Deep Learning Framework for Computational Chemistr | Jun 1, 2024 | Activity PredictionAutoML | CodeCode Available | 2 |
| Retinexmamba: Retinex-based Mamba for Low-light Image Enhancement | May 6, 2024 | Computational EfficiencyDeep Learning | CodeCode Available | 2 |
| Joint Signal Detection and Automatic Modulation Classification via Deep Learning | Apr 29, 2024 | Deep Learning | CodeCode Available | 2 |
| Deep Learning-Based Point Cloud Registration: A Comprehensive Survey and Taxonomy | Apr 22, 2024 | Autonomous DrivingDeep Learning | CodeCode Available | 2 |
| HANet: A Hierarchical Attention Network for Change Detection With Bitemporal Very-High-Resolution Remote Sensing Images | Apr 14, 2024 | Change DetectionDeep Learning | CodeCode Available | 2 |
| Classifier-guided neural blind deconvolution: a physics-informed denoising module for bearing fault diagnosis under heavy noise | Apr 11, 2024 | Deep LearningDenoising | CodeCode Available | 2 |
| MolNexTR: A Generalized Deep Learning Model for Molecular Image Recognition | Mar 6, 2024 | Data AugmentationDeep Learning | CodeCode Available | 2 |
| Deep Learning for Cross-Domain Data Fusion in Urban Computing: Taxonomy, Advances, and Outlook | Feb 29, 2024 | Deep Learning | CodeCode Available | 2 |
| Deep learning for 3D human pose estimation and mesh recovery: A survey | Feb 29, 2024 | 3D Human Pose EstimationAutonomous Driving | CodeCode Available | 2 |
| Local Feature Matching Using Deep Learning: A Survey | Jan 31, 2024 | 3D ReconstructionDeep Learning | CodeCode Available | 2 |
| E3x: E(3)-Equivariant Deep Learning Made Easy | Jan 15, 2024 | Deep Learning | CodeCode Available | 2 |
| Room impulse response reconstruction with physics-informed deep learning | Jan 2, 2024 | Deep Learning | CodeCode Available | 2 |
| DL3DV-10K: A Large-Scale Scene Dataset for Deep Learning-based 3D Vision | Dec 26, 2023 | Deep LearningNeRF | CodeCode Available | 2 |
| Mathematical Introduction to Deep Learning: Methods, Implementations, and Theory | Oct 31, 2023 | Deep Learning | CodeCode Available | 2 |
| ICML 2023 Topological Deep Learning Challenge : Design and Results | Sep 26, 2023 | Deep Learning | CodeCode Available | 2 |
| PoseBusters: AI-based docking methods fail to generate physically valid poses or generalise to novel sequences | Aug 10, 2023 | Deep Learningvalid | CodeCode Available | 2 |