| GENER: A Parallel Layer Deep Learning Network To Detect Gene-Gene Interactions From Gene Expression Data | Oct 5, 2023 | Deep Learning | CodeCode Available | 0 |
| Uncertainty quantification for deep learning-based schemes for solving high-dimensional backward stochastic differential equations | Oct 5, 2023 | Deep LearningUncertainty Quantification | —Unverified | 0 |
| Euclid: Identification of asteroid streaks in simulated images using deep learning | Oct 5, 2023 | Deep Learning | —Unverified | 0 |
| Certification of Deep Learning Models for Medical Image Segmentation | Oct 5, 2023 | Deep LearningDenoising | CodeCode Available | 0 |
| PeaTMOSS: Mining Pre-Trained Models in Open-Source Software | Oct 5, 2023 | Deep Learning | CodeCode Available | 1 |
| Sparse Deep Learning for Time Series Data: Theory and Applications | Oct 5, 2023 | Deep LearningModel Compression | —Unverified | 0 |
| Enhancing Accuracy in Deep Learning Using Random Matrix Theory | Oct 4, 2023 | Deep Learning | —Unverified | 0 |
| OneAdapt: Fast Configuration Adaptation for Video Analytics Applications via Backpropagation | Oct 3, 2023 | Deep LearningGPU | —Unverified | 0 |
| Learning Interpretable Deep Disentangled Neural Networks for Hyperspectral Unmixing | Oct 3, 2023 | Deep LearningDisentanglement | CodeCode Available | 0 |
| Reducing Intraspecies and Interspecies Covariate Shift in Traumatic Brain Injury EEG of Humans and Mice Using Transfer Euclidean Alignment | Oct 3, 2023 | Binary ClassificationDeep Learning | —Unverified | 0 |
| Deep Learning in Computational Biology: Advancements, Challenges, and Future Outlook | Oct 2, 2023 | Deep LearningDrug Discovery | —Unverified | 0 |
| A Comparison of Mesh-Free Differentiable Programming and Data-Driven Strategies for Optimal Control under PDE Constraints | Oct 2, 2023 | Deep Learning | CodeCode Available | 1 |
| Operator Learning Meets Numerical Analysis: Improving Neural Networks through Iterative Methods | Oct 2, 2023 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Progressive DeepSSM: Training Methodology for Image-To-Shape Deep Models | Oct 2, 2023 | Deep LearningMulti-Task Learning | —Unverified | 0 |
| A peridynamic-informed deep learning model for brittle damage prediction | Oct 2, 2023 | Deep Learning | —Unverified | 0 |
| Data Efficient Training of a U-Net Based Architecture for Structured Documents Localization | Oct 2, 2023 | DecoderDeep Learning | —Unverified | 0 |
| Predicting emergence of crystals from amorphous matter with deep learning | Oct 2, 2023 | Deep Learning | —Unverified | 0 |
| Modularity in Deep Learning: A Survey | Oct 2, 2023 | Deep LearningSurvey | —Unverified | 0 |
| RT-GAN: Recurrent Temporal GAN for Adding Lightweight Temporal Consistency to Frame-Based Domain Translation Approaches | Oct 2, 2023 | Deep LearningVideo Generation | —Unverified | 0 |
| Reconstructing Atmospheric Parameters of Exoplanets Using Deep Learning | Oct 2, 2023 | Deep Learning | —Unverified | 0 |
| SeisT: A foundational deep learning model for earthquake monitoring tasks | Oct 2, 2023 | Deep LearningOut-of-Distribution Generalization | CodeCode Available | 1 |
| Embedded Temporal Feature Selection for Time Series Forecasting Using Deep Learning | Oct 1, 2023 | Deep Learningfeature selection | CodeCode Available | 0 |
| Review of deep learning in healthcare | Oct 1, 2023 | Deep Learning | —Unverified | 0 |
| A Survey of Robustness and Safety of 2D and 3D Deep Learning Models Against Adversarial Attacks | Oct 1, 2023 | Deep Learning | —Unverified | 0 |
| DURENDAL: Graph deep learning framework for temporal heterogeneous networks | Sep 30, 2023 | Deep LearningGraph Learning | —Unverified | 0 |
| AI-Dentify: Deep learning for proximal caries detection on bitewing x-ray -- HUNT4 Oral Health Study | Sep 30, 2023 | Deep LearningDiagnostic | —Unverified | 0 |
| A Survey on Deep Learning Techniques for Action Anticipation | Sep 29, 2023 | Action AnticipationAutonomous Driving | —Unverified | 0 |
| Deep Learning based Systems for Crater Detection: A Review | Sep 28, 2023 | Age EstimationDeep Learning | —Unverified | 0 |
| Uncertainty Quantification for Eosinophil Segmentation | Sep 28, 2023 | Deep LearningImage Segmentation | —Unverified | 0 |
| Deep Learning Based Uplink Multi-User SIMO Beamforming Design | Sep 28, 2023 | Deep LearningManagement | —Unverified | 0 |
| Novel Deep Learning Pipeline for Automatic Weapon Detection | Sep 28, 2023 | Deep LearningSpecificity | —Unverified | 0 |
| Deep Learning-based Analysis of Basins of Attraction | Sep 27, 2023 | Deep Learning | CodeCode Available | 0 |
| Deep Learning in Deterministic Computational Mechanics | Sep 27, 2023 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| DeepRepViz: Identifying Confounders in Deep Learning Model Predictions | Sep 27, 2023 | Deep Learningmodel | CodeCode Available | 0 |
| Early Detection of Post-COVID-19 Fatigue Syndrome Using Deep Learning Models | Sep 26, 2023 | Deep Learning | —Unverified | 0 |
| ICML 2023 Topological Deep Learning Challenge : Design and Results | Sep 26, 2023 | Deep Learning | CodeCode Available | 2 |
| A Comparative Study of Filters and Deep Learning Models to predict Diabetic Retinopathy | Sep 26, 2023 | Deep LearningDiagnostic | —Unverified | 0 |
| PINF: Continuous Normalizing Flows for Physics-Constrained Deep Learning | Sep 26, 2023 | Deep Learning | —Unverified | 0 |
| Synthia's Melody: A Benchmark Framework for Unsupervised Domain Adaptation in Audio | Sep 26, 2023 | AttributeDeep Learning | CodeCode Available | 0 |
| Uncertainty Aware Deep Learning for Particle Accelerators | Sep 25, 2023 | Beam PredictionClassification | —Unverified | 0 |
| Unveiling Fairness Biases in Deep Learning-Based Brain MRI Reconstruction | Sep 25, 2023 | Deep LearningFairness | CodeCode Available | 0 |
| DeepMesh: Mesh-based Cardiac Motion Tracking using Deep Learning | Sep 25, 2023 | Deep LearningMotion Estimation | CodeCode Available | 1 |
| Overview of Class Activation Maps for Visualization Explainability | Sep 25, 2023 | Decision MakingDeep Learning | —Unverified | 0 |
| Urdu Poetry Generated by Using Deep Learning Techniques | Sep 25, 2023 | Deep Learning | —Unverified | 0 |
| Joint inversion of Time-Lapse Surface Gravity and Seismic Data for Monitoring of 3D CO_2 Plumes via Deep Learning | Sep 24, 2023 | Deep Learning | —Unverified | 0 |
| Deep learning based workflow for accelerated industrial X-ray Computed Tomography | Sep 24, 2023 | 3D ReconstructionDeep Learning | —Unverified | 0 |
| Text Classification: A Perspective of Deep Learning Methods | Sep 24, 2023 | ClassificationDeep Learning | —Unverified | 0 |
| Deep Learning-Based Connector Detection for Robotized Assembly of Automotive Wire Harnesses | Sep 24, 2023 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| Class Attendance System in Education with Deep Learning Method | Sep 23, 2023 | Deep LearningFace Recognition | —Unverified | 0 |
| An Interpretable Systematic Review of Machine Learning Models for Predictive Maintenance of Aircraft Engine | Sep 23, 2023 | Deep Learning | —Unverified | 0 |