| Multispectral Imaging with Fresnel Lens | Oct 5, 2023 | Deep LearningSpectral Reconstruction | —Unverified | 0 |
| TimeGPT-1 | Oct 5, 2023 | Deep LearningTime Series | CodeCode Available | 4 |
| GENER: A Parallel Layer Deep Learning Network To Detect Gene-Gene Interactions From Gene Expression Data | Oct 5, 2023 | Deep Learning | CodeCode Available | 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 |
| 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 |
| 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 |
| 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 |
| Predicting emergence of crystals from amorphous matter with deep learning | 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 |
| RT-GAN: Recurrent Temporal GAN for Adding Lightweight Temporal Consistency to Frame-Based Domain Translation Approaches | Oct 2, 2023 | Deep LearningVideo Generation | —Unverified | 0 |
| Modularity in Deep Learning: A Survey | Oct 2, 2023 | Deep LearningSurvey | —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 |
| A Survey of Robustness and Safety of 2D and 3D Deep Learning Models Against Adversarial Attacks | Oct 1, 2023 | Deep Learning | —Unverified | 0 |
| Review of deep learning in healthcare | Oct 1, 2023 | Deep Learning | —Unverified | 0 |
| DURENDAL: Graph deep learning framework for temporal heterogeneous networks | Sep 30, 2023 | Deep LearningGraph Learning | —Unverified | 0 |
