| Overview of the TREC 2019 deep learning track | Mar 17, 2020 | Deep LearningPassage Retrieval | CodeCode Available | 1 | 5 |
| Deep Learning for Change Detection in Remote Sensing Images: Comprehensive Review and Meta-Analysis | Jun 10, 2020 | Change DetectionDeep Learning | CodeCode Available | 1 | 5 |
| PAC-Bayes Compression Bounds So Tight That They Can Explain Generalization | Nov 24, 2022 | Deep LearningGeneralization Bounds | CodeCode Available | 1 | 5 |
| Activation Functions in Deep Learning: A Comprehensive Survey and Benchmark | Sep 29, 2021 | Deep LearningSurvey | CodeCode Available | 1 | 5 |
| Applying Deep Learning to Calibrate Stochastic Volatility Models | Sep 14, 2023 | Deep Learning | CodeCode Available | 1 | 5 |
| A Primer on Motion Capture with Deep Learning: Principles, Pitfalls and Perspectives | Sep 1, 2020 | Deep Learning | CodeCode Available | 1 | 5 |
| Deep Learning for Community Detection: Progress, Challenges and Opportunities | May 17, 2020 | ClusteringCommunity Detection | CodeCode Available | 1 | 5 |
| Deep Recurrent Encoder: A scalable end-to-end network to model brain signals | Mar 3, 2021 | Deep Learning | CodeCode Available | 1 | 5 |
| PD-Flow: A Point Cloud Denoising Framework with Normalizing Flows | Mar 11, 2022 | Deep LearningDenoising | CodeCode Available | 1 | 5 |
| Deep learning for dynamic graphs: models and benchmarks | Jul 12, 2023 | Deep LearningModel Selection | CodeCode Available | 1 | 5 |
| PeaTMOSS: Mining Pre-Trained Models in Open-Source Software | Oct 5, 2023 | Deep Learning | CodeCode Available | 1 | 5 |
| Applications of deep learning in stock market prediction: recent progress | Feb 29, 2020 | Deep LearningPrediction | CodeCode Available | 1 | 5 |
| Deep Learning for Face Anti-Spoofing: A Survey | Jun 28, 2021 | Deep LearningDomain Generalization | CodeCode Available | 1 | 5 |
| Deep Learning for Event-based Vision: A Comprehensive Survey and Benchmarks | Feb 17, 2023 | DeblurringDeep Learning | CodeCode Available | 1 | 5 |
| Physics-Assisted and Topology-Informed Deep Learning for Weather Prediction | May 8, 2025 | Deep LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| A deep-learning search for technosignatures of 820 nearby stars | Jan 30, 2023 | AstronomyDeep Learning | CodeCode Available | 1 | 5 |
| Deep Learning for Functional Data Analysis with Adaptive Basis Layers | Jun 19, 2021 | Deep LearningDimensionality Reduction | CodeCode Available | 1 | 5 |
| Adversarial Examples in Deep Learning for Multivariate Time Series Regression | Sep 24, 2020 | Adversarial AttackDeep Learning | CodeCode Available | 1 | 5 |
| Physics-constrained deep learning postprocessing of temperature and humidity | Dec 7, 2022 | Deep LearningPhysics-informed machine learning | CodeCode Available | 1 | 5 |
| Deep Learning with a Classifier System: Initial Results | Mar 1, 2021 | Deep LearningHandwritten Digit Recognition | CodeCode Available | 1 | 5 |
| Deep Learning for Koopman Operator Estimation in Idealized Atmospheric Dynamics | Sep 10, 2024 | Deep LearningWeather Forecasting | CodeCode Available | 1 | 5 |
| Applications of Deep Learning in Fundus Images: A Review | Jan 25, 2021 | Deep LearningImage Generation | CodeCode Available | 1 | 5 |
| Deep learning observables in computational fluid dynamics | Mar 7, 2019 | Deep LearningEfficient Neural Network | CodeCode Available | 1 | 5 |
| Accelerated Linearized Laplace Approximation for Bayesian Deep Learning | Oct 23, 2022 | Deep Learning | CodeCode Available | 1 | 5 |
| Deep Learning with Differential Privacy | Jul 1, 2016 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 | 5 |
