| Enhancing Changepoint Detection: Penalty Learning through Deep Learning Techniques | Aug 1, 2024 | Deep Learning | CodeCode Available | 0 |
| 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 |
| Yucca: A Deep Learning Framework For Medical Image Analysis | Jul 29, 2024 | Deep LearningHippocampus | CodeCode Available | 1 |
| RelBench: A Benchmark for Deep Learning on Relational Databases | Jul 29, 2024 | Deep LearningFeature Engineering | CodeCode Available | 3 |
| VolDoGer: LLM-assisted Datasets for Domain Generalization in Vision-Language Tasks | Jul 29, 2024 | Deep LearningDomain Generalization | —Unverified | 0 |
| Enhancing Black-Scholes Delta Hedging via Deep Learning | Jul 28, 2024 | Deep Learning | —Unverified | 0 |
| A Survey of Malware Detection Using Deep Learning | Jul 27, 2024 | Deep Learningimage-classification | —Unverified | 0 |
| Deep Learning Based Crime Prediction Models: Experiments and Analysis | Jul 27, 2024 | Crime PredictionDeep Learning | —Unverified | 0 |
| Predicting T-Cell Receptor Specificity | Jul 27, 2024 | Deep LearningSpecificity | —Unverified | 0 |
| Deep learning for predicting the occurrence of tipping points | Jul 26, 2024 | Deep LearningTime Series | CodeCode Available | 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 |
| Mathematical theory of deep learning | Jul 25, 2024 | Deep LearningLearning Theory | —Unverified | 0 |
| EllipBench: A Large-scale Benchmark for Machine-learning based Ellipsometry Modeling | Jul 25, 2024 | Deep Learning | CodeCode Available | 0 |
| 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 |
| DINOv2 Rocks Geological Image Analysis: Classification, Segmentation, and Interpretability | Jul 25, 2024 | ClusteringDeep Learning | CodeCode Available | 1 |
| AsEP: Benchmarking Deep Learning Methods for Antibody-specific Epitope Prediction | Jul 25, 2024 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Explain EEG-based End-to-end Deep Learning Models in the Frequency Domain | Jul 25, 2024 | Deep LearningEEG | —Unverified | 0 |
| Low-Latency Privacy-Preserving Deep Learning Design via Secure MPC | Jul 24, 2024 | Deep LearningPrivacy Preserving | —Unverified | 0 |
| Hopfield Networks for Asset Allocation | Jul 24, 2024 | Deep LearningManagement | —Unverified | 0 |
| Handling Device Heterogeneity for Deep Learning-based Localization | Jul 24, 2024 | Deep LearningOutdoor Localization | —Unverified | 0 |
| Preliminary study on artificial intelligence methods for cybersecurity threat detection in computer networks based on raw data packets | Jul 24, 2024 | Deep LearningIntrusion Detection | —Unverified | 0 |
| Deep Learning based Key Information Extraction from Business Documents: Systematic Literature Review | Jul 23, 2024 | Deep Learningdocument understanding | —Unverified | 0 |
| Image Classification using Fuzzy Pooling in Convolutional Kolmogorov-Arnold Networks | Jul 23, 2024 | Deep Learningimage-classification | —Unverified | 0 |
| Deep Learning for Pancreas Segmentation: a Systematic Review | Jul 23, 2024 | Deep LearningOrgan Segmentation | —Unverified | 0 |
| Comprehensive Study on Performance Evaluation and Optimization of Model Compression: Bridging Traditional Deep Learning and Large Language Models | Jul 22, 2024 | Deep Learningimage-classification | —Unverified | 0 |
| A Double Deep Learning-based Solution for Efficient Event Data Coding and Classification | Jul 22, 2024 | ClassificationDeep Learning | —Unverified | 0 |
| Model editing for distribution shifts in uranium oxide morphological analysis | Jul 22, 2024 | Deep LearningModel Editing | —Unverified | 0 |
| Deep Learning for Economists | Jul 22, 2024 | Deep Learning | —Unverified | 0 |
| Ensemble quantile-based deep learning framework for streamflow and flood prediction in Australian catchments | Jul 20, 2024 | Deep LearningPrediction | —Unverified | 0 |
| Enhancing Microgrid Performance Prediction with Attention-based Deep Learning Models | Jul 20, 2024 | Deep LearningLoad Forecasting | —Unverified | 0 |
| ECRTime: Ensemble Integration of Classification and Retrieval for Time Series Classification | Jul 20, 2024 | ClassificationDeep Learning | —Unverified | 0 |
| Preictal Period Optimization for Deep Learning-Based Epileptic Seizure Prediction | Jul 20, 2024 | Deep LearningEEG | —Unverified | 0 |
| Deep Learning CT Image Restoration using System Blur and Noise Models | Jul 20, 2024 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| Frontiers of Deep Learning: From Novel Application to Real-World Deployment | Jul 19, 2024 | Deep LearningRecommendation Systems | —Unverified | 0 |
| Forecasting GPU Performance for Deep Learning Training and Inference | Jul 18, 2024 | Deep LearningGPU | CodeCode Available | 2 |
| Transformers with Stochastic Competition for Tabular Data Modelling | Jul 18, 2024 | Deep Learningtabular-classification | CodeCode Available | 0 |
| Applying Conditional Generative Adversarial Networks for Imaging Diagnosis | Jul 17, 2024 | Deep LearningImage Segmentation | —Unverified | 0 |
| Deep Learning-based Sentiment Analysis of Olympics Tweets | Jul 17, 2024 | Deep LearningSentiment Analysis | —Unverified | 0 |
| Close the Sim2real Gap via Physically-based Structured Light Synthetic Data Simulation | Jul 17, 2024 | Dataset GenerationDeep Learning | —Unverified | 0 |
| Evaluating the transferability potential of deep learning models for climate downscaling | Jul 17, 2024 | Deep Learning | —Unverified | 0 |
| Enhancing the Utility of Privacy-Preserving Cancer Classification using Synthetic Data | Jul 17, 2024 | Breast Cancer DetectionCancer Classification | CodeCode Available | 2 |
| Hybrid Deep Learning Framework for Enhanced Melanoma Detection | Jul 16, 2024 | Binary ClassificationClassification | —Unverified | 0 |
| Deep Learning without Global Optimization by Random Fourier Neural Networks | Jul 16, 2024 | Deep Learningglobal-optimization | —Unverified | 0 |