| Overview of the TREC 2020 deep learning track | Feb 15, 2021 | Deep LearningPassage Retrieval | CodeCode Available | 1 |
| PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization | Nov 24, 2022 | Deep LearningGeneralization Bounds | CodeCode Available | 1 |
| Accelerated Linearized Laplace Approximation for Bayesian Deep Learning | Oct 23, 2022 | Deep Learning | CodeCode Available | 1 |
| Pan-Cancer Integrative Histology-Genomic Analysis via Interpretable Multimodal Deep Learning | Aug 4, 2021 | Deep LearningMultimodal Deep Learning | CodeCode Available | 1 |
| Pavementscapes: a large-scale hierarchical image dataset for asphalt pavement damage segmentation | Jul 24, 2022 | Deep LearningPlaying the Game of 2048 | CodeCode Available | 1 |
| A Technical Survey and Evaluation of Traditional Point Cloud Clustering Methods for LiDAR Panoptic Segmentation | Aug 21, 2021 | Autonomous DrivingClustering | CodeCode Available | 1 |
| PeakWeather: MeteoSwiss Weather Station Measurements for Spatiotemporal Deep Learning | Jun 16, 2025 | Deep LearningGraph structure learning | CodeCode Available | 1 |
| PeaTMOSS: Mining Pre-Trained Models in Open-Source Software | Oct 5, 2023 | Deep Learning | CodeCode Available | 1 |
| Phase Unwrapping of Color Doppler Echocardiography using Deep Learning | Jun 23, 2023 | Deep Learning | CodeCode Available | 1 |
| An Unsupervised Deep Learning Approach for Real-World Image Denoising | Jan 1, 2021 | DecoderDeep Learning | CodeCode Available | 1 |
| ArMATH: a Dataset for Solving Arabic Math Word Problems | Jun 1, 2022 | Deep LearningMath | CodeCode Available | 1 |
| Physics-Based Deep Learning for Fiber-Optic Communication Systems | Oct 27, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| Physics-Guided Learning of Meteorological Dynamics for Weather Downscaling and Forecasting | May 20, 2025 | Deep LearningWeather Forecasting | CodeCode Available | 1 |
| Physics-informed deep learning for incompressible laminar flows | Feb 24, 2020 | Deep Learning | CodeCode Available | 1 |
| A thermodynamically consistent physics-informed deep learning material model for short fiber/polymer nanocomposites | Mar 27, 2024 | Deep Learning | CodeCode Available | 1 |
| SITReg: Multi-resolution architecture for symmetric, inverse consistent, and topology preserving image registration | Mar 17, 2023 | Deep LearningDeformable Medical Image Registration | CodeCode Available | 1 |
| PMLBmini: A Tabular Classification Benchmark Suite for Data-Scarce Applications | Sep 3, 2024 | AutoMLBinary Classification | CodeCode Available | 1 |
| Poisoning Deep Learning Based Recommender Model in Federated Learning Scenarios | Apr 26, 2022 | Deep LearningFederated Learning | CodeCode Available | 1 |
| A Comprehensive Survey on Graph Anomaly Detection with Deep Learning | Jun 14, 2021 | Anomaly DetectionDeep Learning | CodeCode Available | 1 |
| PowerGossip: Practical Low-Rank Communication Compression in Decentralized Deep Learning | Aug 4, 2020 | Deep Learning | CodeCode Available | 1 |
| A Benchmark on Uncertainty Quantification for Deep Learning Prognostics | Feb 9, 2023 | Active LearningDecision Making | CodeCode Available | 1 |
| Practical Low-Rank Communication Compression in Decentralized Deep Learning | Dec 1, 2020 | Deep Learning | CodeCode Available | 1 |
| A Comprehensive Survey on Heart Sound Analysis in the Deep Learning Era | Jan 23, 2023 | Deep Learning | CodeCode Available | 1 |
| Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors | May 20, 2022 | Deep LearningTransfer Learning | CodeCode Available | 1 |
| Adversarial Distributional Training for Robust Deep Learning | Feb 14, 2020 | Deep Learning | CodeCode Available | 1 |
