| S2Looking: A Satellite Side-Looking Dataset for Building Change Detection | Jul 20, 2021 | Change DetectionDeep Learning | CodeCode Available | 1 | 5 |
| DeepReach: A Deep Learning Approach to High-Dimensional Reachability | Nov 4, 2020 | Autonomous DrivingDeep Learning | CodeCode Available | 1 | 5 |
| Deep learning of thermodynamics-aware reduced-order models from data | Jul 3, 2020 | Deep Learning | CodeCode Available | 1 | 5 |
| Applications of Deep Learning in Fundus Images: A Review | Jan 25, 2021 | Deep LearningImage Generation | CodeCode Available | 1 | 5 |
| Applications of deep learning in stock market prediction: recent progress | Feb 29, 2020 | Deep LearningPrediction | CodeCode Available | 1 | 5 |
| ADMM for Efficient Deep Learning with Global Convergence | May 31, 2019 | Deep LearningStochastic Optimization | CodeCode Available | 1 | 5 |
| Scalable Geometric Deep Learning on Molecular Graphs | Dec 6, 2021 | Deep LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| DeepProtein: Deep Learning Library and Benchmark for Protein Sequence Learning | Oct 2, 2024 | Deep LearningDrug Discovery | CodeCode Available | 1 | 5 |
| A context based deep learning approach for unbalanced medical image segmentation | Jan 8, 2020 | Deep LearningImage Segmentation | CodeCode Available | 1 | 5 |
| DeepLM: Large-Scale Nonlinear Least Squares on Deep Learning Frameworks Using Stochastic Domain Decomposition | Jun 19, 2021 | Deep LearningDistributed Optimization | CodeCode Available | 1 | 5 |
| Deep Learning Predicts Cardiovascular Disease Risks from Lung Cancer Screening Low Dose Computed Tomography | Aug 16, 2020 | Deep Learning | CodeCode Available | 1 | 5 |
| SeisT: A foundational deep learning model for earthquake monitoring tasks | Oct 2, 2023 | Deep LearningOut-of-Distribution Generalization | CodeCode Available | 1 | 5 |
| Advanced Graph-Based Deep Learning for Probabilistic Type Inference | Sep 13, 2020 | Deep LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| Self-similarity-based super-resolution of photoacoustic angiography from hand-drawn doodles | May 2, 2023 | Deep LearningImage Generation | CodeCode Available | 1 | 5 |
| Applying Deep Learning to Calibrate Stochastic Volatility Models | Sep 14, 2023 | Deep Learning | CodeCode Available | 1 | 5 |
| Self-Supervised Blind Motion Deblurring With Deep Expectation Maximization | Jan 1, 2023 | DeblurringDeep Learning | CodeCode Available | 1 | 5 |
| Self-supervised learning through the eyes of a child | Jul 31, 2020 | Deep LearningSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Self-Tuning for Data-Efficient Deep Learning | Feb 25, 2021 | Deep LearningTransfer Learning | CodeCode Available | 1 | 5 |
| Deep probabilistic subsampling for task-adaptive compressed sensing | May 1, 2020 | compressed sensingDeep Learning | CodeCode Available | 1 | 5 |
| Seq2Seq AI Chatbot with Attention Mechanism | Jun 4, 2020 | BIG-bench Machine LearningChatbot | CodeCode Available | 1 | 5 |
| Shortcutted Commonsense: Data Spuriousness in Deep Learning of Commonsense Reasoning | Nov 1, 2021 | Deep Learning | CodeCode Available | 1 | 5 |
| Deep Learning Technique for Human Parsing: A Survey and Outlook | Jan 1, 2023 | Deep LearningHuman Parsing | CodeCode Available | 1 | 5 |
| SiamAF: Learning Shared Information from ECG and PPG Signals for Robust Atrial Fibrillation Detection | Oct 13, 2023 | Atrial Fibrillation DetectionDeep Learning | CodeCode Available | 1 | 5 |
| Approaching Deep Learning through the Spectral Dynamics of Weights | Aug 21, 2024 | Deep Learningimage-classification | 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 |
