| Computational Imaging Through Atmospheric Turbulence | Nov 1, 2024 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Efficient Model Compression for Bayesian Neural Networks | Nov 1, 2024 | Deep Learningfeature selection | —Unverified | 0 |
| Advantages of Neural Population Coding for Deep Learning | Nov 1, 2024 | Deep Learning | —Unverified | 0 |
| Internship Report: Benchmark of Deep Learning-based Imaging PPG in Automotive Domain | Nov 1, 2024 | Deep Learning | —Unverified | 0 |
| Raspberry PhenoSet: A Phenology-based Dataset for Automated Growth Detection and Yield Estimation | Nov 1, 2024 | Deep Learning | —Unverified | 0 |
| Deep Learning in Long-Short Stock Portfolio Allocation: An Empirical Study | Oct 31, 2024 | Deep Learning | —Unverified | 0 |
| Enhancing Diversity in Bayesian Deep Learning via Hyperspherical Energy Minimization of CKA | Oct 31, 2024 | Deep LearningDiversity | CodeCode Available | 0 |
| TabM: Advancing Tabular Deep Learning with Parameter-Efficient Ensembling | Oct 31, 2024 | Deep LearningRetrieval | CodeCode Available | 4 |
| Deep Learning Frameworks for Cognitive Radio Networks: Review and Open Research Challenges | Oct 31, 2024 | Deep Learning | —Unverified | 0 |
| Assessing the Efficacy of Classical and Deep Neuroimaging Biomarkers in Early Alzheimer's Disease Diagnosis | Oct 31, 2024 | Deep LearningDiagnostic | —Unverified | 0 |
| Understanding Optimization in Deep Learning with Central Flows | Oct 31, 2024 | Deep LearningNavigate | —Unverified | 0 |
| Deep Learning for 3D Point Cloud Enhancement: A Survey | Oct 30, 2024 | Deep LearningDenoising | —Unverified | 0 |
| Generative forecasting of brain activity enhances Alzheimer's classification and interpretation | Oct 30, 2024 | Data AugmentationDeep Learning | —Unverified | 0 |
| Variable Resolution Sampling and Deep Learning Image Recovery for Accelerated Multi-Spectral MRI Near Metal Implants | Oct 30, 2024 | Deep LearningSSIM | —Unverified | 0 |
| Transfer Learning in Vocal Education: Technical Evaluation of Limited Samples Describing Mezzo-soprano | Oct 30, 2024 | Deep LearningTransfer Learning | —Unverified | 0 |
| Denoising Diffusion Probabilistic Models for Magnetic Resonance Fingerprinting | Oct 29, 2024 | compressed sensingComputational Efficiency | —Unverified | 0 |
| Power side-channel leakage localization through adversarial training of deep neural networks | Oct 29, 2024 | Deep LearningModel Selection | CodeCode Available | 0 |
| Automated Vulnerability Detection Using Deep Learning Technique | Oct 29, 2024 | Deep LearningVulnerability Detection | —Unverified | 0 |
| Deep Learning-Based CKM Construction with Image Super-Resolution | Oct 28, 2024 | Deep LearningImage Super-Resolution | CodeCode Available | 1 |
| Vascular Segmentation of Functional Ultrasound Images using Deep Learning | Oct 28, 2024 | Deep LearningSegmentation | —Unverified | 0 |
| Error Bounds for Physics-Informed Neural Networks in Fokker-Planck PDEs | Oct 28, 2024 | Deep Learning | —Unverified | 0 |
| Mitigating Gradient Overlap in Deep Residual Networks with Gradient Normalization for Improved Non-Convex Optimization | Oct 28, 2024 | Deep Learning | —Unverified | 0 |
| Deep Learning Methods for the Noniterative Conditional Expectation G-Formula for Causal Inference from Complex Observational Data | Oct 28, 2024 | Causal InferenceDeep Learning | —Unverified | 0 |
| Diagnosis of Knee Osteoarthritis Using Bioimpedance and Deep Learning | Oct 28, 2024 | Deep LearningDiagnostic | —Unverified | 0 |
| Modular Duality in Deep Learning | Oct 28, 2024 | Deep LearningGPU | CodeCode Available | 3 |
| Deep Learning-Assisted Jamming Mitigation with Movable Antenna Array | Oct 27, 2024 | Deep Learning | —Unverified | 0 |
| Deep Learning Based Dense Retrieval: A Comparative Study | Oct 27, 2024 | Deep LearningInformation Retrieval | —Unverified | 0 |
| Advancing Hybrid Quantum Neural Network for Alternative Current Optimal Power Flow | Oct 26, 2024 | Deep LearningPhysics-informed machine learning | —Unverified | 0 |
| Infectious Disease Forecasting in India using LLM's and Deep Learning | Oct 26, 2024 | Deep Learning | —Unverified | 0 |
| CGKN: A Deep Learning Framework for Modeling Complex Dynamical Systems and Efficient Data Assimilation | Oct 26, 2024 | Computational EfficiencyDeep Learning | CodeCode Available | 0 |
| DeepMIDE: A Multivariate Spatio-Temporal Method for Ultra-Scale Offshore Wind Energy Forecasting | Oct 26, 2024 | Deep Learning | —Unverified | 0 |
| TBBC: Predict True Bacteraemia in Blood Cultures via Deep Learning | Oct 25, 2024 | Deep LearningDiagnostic | —Unverified | 0 |
| A Review of Deep Learning Approaches for Non-Invasive Cognitive Impairment Detection | Oct 25, 2024 | Binary ClassificationDeep Learning | —Unverified | 0 |
| CLAP. I. Resolving miscalibration for deep learning-based galaxy photometric redshift estimation | Oct 25, 2024 | Computational EfficiencyContrastive Learning | CodeCode Available | 0 |
| Arabic Music Classification and Generation using Deep Learning | Oct 25, 2024 | ClassificationDeep Learning | —Unverified | 0 |
| Analysis of Financial Risk Behavior Prediction Using Deep Learning and Big Data Algorithms | Oct 25, 2024 | Deep LearningManagement | —Unverified | 0 |
| Enhancing Exchange Rate Forecasting with Explainable Deep Learning Models | Oct 25, 2024 | Decision MakingDeep Learning | —Unverified | 0 |
| Testing Deep Learning Recommender Systems Models on Synthetic GAN-Generated Datasets | Oct 23, 2024 | Collaborative FilteringDeep Learning | —Unverified | 0 |
| Deep learning for model correction of dynamical systems with data scarcity | Oct 23, 2024 | Deep LearningTransfer Learning | —Unverified | 0 |
| Leveraging Deep Learning for Time Series Extrinsic Regression in predicting photometric metallicity of Fundamental-mode RR Lyrae Stars | Oct 23, 2024 | AstronomyDeep Learning | CodeCode Available | 0 |
| Enhancing Deep Learning based RMT Data Inversion using Gaussian Random Field | Oct 22, 2024 | Deep Learning | —Unverified | 0 |
| Deep Learning Aided Broadcast Codes with Feedback | Oct 22, 2024 | Deep LearningFederated Learning | —Unverified | 0 |
| Development of CNN Architectures using Transfer Learning Methods for Medical Image Classification | Oct 22, 2024 | ClassificationDeep Learning | —Unverified | 0 |
| Efficient Frequency Selective Surface Analysis via End-to-End Model-Based Learning | Oct 22, 2024 | Computational EfficiencyDeep Learning | —Unverified | 0 |
| Bayes without Underfitting: Fully Correlated Deep Learning Posteriors via Alternating Projections | Oct 22, 2024 | Deep LearningUncertainty Quantification | —Unverified | 0 |
| Data and models for sunspots detection in solar images captured with smart telescopes | Oct 21, 2024 | AstronomyDeep Learning | CodeCode Available | 0 |
| Exploring how deep learning decodes anomalous diffusion via Grad-CAM | Oct 21, 2024 | Deep Learning | CodeCode Available | 0 |
| Cancer Cell Classification using Deep Learning | Oct 21, 2024 | ClassificationDeep Learning | —Unverified | 0 |
| Offline reinforcement learning for job-shop scheduling problems | Oct 21, 2024 | Combinatorial OptimizationDeep Learning | —Unverified | 0 |
| Multimodal Flare Forecasting with Deep Learning | Oct 21, 2024 | Deep Learning | —Unverified | 0 |