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| Space-scale Exploration of the Poor Reliability of Deep Learning Models: the Case of the Remote Sensing of Rooftop Photovoltaic Systems | Jul 31, 2024 | Data AugmentationDeep Learning | CodeCode Available | 0 |
| Enhanced Self-Checkout System for Retail Based on Improved YOLOv10 | Jul 31, 2024 | Deep Learning | —Unverified | 0 |
| Deep Learning for Options Trading: An End-To-End Approach | Jul 31, 2024 | Deep Learning | —Unverified | 0 |
| Dynamic Universal Approximation Theory: Foundations for Parallelism in Neural Networks | Jul 31, 2024 | Deep Learning | —Unverified | 0 |
| Differentially Private Block-wise Gradient Shuffle for Deep Learning | Jul 31, 2024 | Deep Learning | —Unverified | 0 |
| Deep Learning for Super-resolution Ultrasound Imaging with Spatiotemporal Data | Jul 29, 2024 | Deep LearningSuper-Resolution | —Unverified | 0 |
| Adaptive Soft Error Protection for Deep Learning | Jul 29, 2024 | Deep Learning | —Unverified | 0 |
| VolDoGer: LLM-assisted Datasets for Domain Generalization in Vision-Language Tasks | Jul 29, 2024 | Deep LearningDomain Generalization | —Unverified | 0 |
| RelBench: A Benchmark for Deep Learning on Relational Databases | Jul 29, 2024 | Deep LearningFeature Engineering | CodeCode Available | 3 |
| Yucca: A Deep Learning Framework For Medical Image Analysis | Jul 29, 2024 | Deep LearningHippocampus | CodeCode Available | 1 |
| Enhancing Black-Scholes Delta Hedging via Deep Learning | Jul 28, 2024 | Deep Learning | —Unverified | 0 |
| Deep Learning Based Crime Prediction Models: Experiments and Analysis | Jul 27, 2024 | Crime PredictionDeep Learning | —Unverified | 0 |
| A Survey of Malware Detection Using Deep Learning | Jul 27, 2024 | Deep Learningimage-classification | —Unverified | 0 |
| Predicting T-Cell Receptor Specificity | Jul 27, 2024 | Deep LearningSpecificity | —Unverified | 0 |
| Impact of Recurrent Neural Networks and Deep Learning Frameworks on Real-time Lightweight Time Series Anomaly Detection | Jul 26, 2024 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Deep learning for predicting the occurrence of tipping points | Jul 26, 2024 | Deep LearningTime Series | CodeCode Available | 0 |
| Mathematical theory of deep learning | Jul 25, 2024 | Deep LearningLearning Theory | —Unverified | 0 |
| DINOv2 Rocks Geological Image Analysis: Classification, Segmentation, and Interpretability | Jul 25, 2024 | ClusteringDeep Learning | CodeCode Available | 1 |
| ECG Arrhythmia Detection Using Disease-specific Attention-based Deep Learning Model | Jul 25, 2024 | Arrhythmia DetectionDeep Learning | —Unverified | 0 |
| iNNspector: Visual, Interactive Deep Model Debugging | Jul 25, 2024 | Deep Learningmodel | —Unverified | 0 |
| Explain EEG-based End-to-end Deep Learning Models in the Frequency Domain | Jul 25, 2024 | Deep LearningEEG | —Unverified | 0 |
| AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction | Jul 25, 2024 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| EllipBench: A Large-scale Benchmark for Machine-learning based Ellipsometry Modeling | Jul 25, 2024 | Deep Learning | CodeCode Available | 0 |
| Low-Latency Privacy-Preserving Deep Learning Design via Secure MPC | Jul 24, 2024 | Deep LearningPrivacy Preserving | —Unverified | 0 |
