| Constraint-Guided Learning of Data-driven Health Indicator Models: An Application on the Pronostia Bearing Dataset | Mar 12, 2025 | Deep Learning | —Unverified | 0 |
| Membership Inference Attacks fueled by Few-Short Learning to detect privacy leakage tackling data integrity | Mar 12, 2025 | Deep LearningFew-Shot Learning | —Unverified | 0 |
| Terrier: A Deep Learning Repeat Classifier | Mar 12, 2025 | Deep Learning | CodeCode Available | 1 |
| Generalization of Video-Based Heart Rate Estimation Methods To Low Illumination and Elevated Heart Rates | Mar 11, 2025 | Deep LearningHeart rate estimation | —Unverified | 0 |
| Oasis: One Image is All You Need for Multimodal Instruction Data Synthesis | Mar 11, 2025 | AllDataset Generation | CodeCode Available | 1 |
| KAN-Mixers: a new deep learning architecture for image classification | Mar 11, 2025 | Deep Learningimage-classification | —Unverified | 0 |
| Birds look like cars: Adversarial analysis of intrinsically interpretable deep learning | Mar 11, 2025 | Deep Learning | —Unverified | 0 |
| Quantization Design for Deep Learning-Based CSI Feedback | Mar 11, 2025 | Deep LearningQuantization | —Unverified | 0 |
| ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks | Mar 10, 2025 | Adversarial AttackDeep Learning | —Unverified | 0 |
| Inorganic Catalyst Efficiency Prediction Based on EAPCR Model: A Deep Learning Solution for Multi-Source Heterogeneous Data | Mar 10, 2025 | Deep Learning | —Unverified | 0 |
| Analysis of 3D Urticaceae Pollen Classification Using Deep Learning Models | Mar 10, 2025 | ClassificationDeep Learning | —Unverified | 0 |
| Split-n-Chain: Privacy-Preserving Multi-Node Split Learning with Blockchain-Based Auditability | Mar 10, 2025 | Deep LearningFederated Learning | —Unverified | 0 |
| Physics-Informed Residual Neural Ordinary Differential Equations for Enhanced Tropical Cyclone Intensity Forecasting | Mar 9, 2025 | Deep LearningTropical Cyclone Intensity Forecasting | —Unverified | 0 |
| A Causal Inference Approach for Quantifying Research Impact | Mar 7, 2025 | Causal Inferencecounterfactual | —Unverified | 0 |
| Deep Muscle EMG construction using A Physics-Integrated Deep Learning approach | Mar 7, 2025 | Deep LearningElectromyography (EMG) | —Unverified | 0 |
| Global graph features unveiled by unsupervised geometric deep learning | Mar 7, 2025 | Deep LearningDescriptive | —Unverified | 0 |
| Robust Eavesdropping in the Presence of Adversarial Communications for RF Fingerprinting | Mar 6, 2025 | Deep Learning | —Unverified | 0 |
| DeepSilencer: A Novel Deep Learning Model for Predicting siRNA Knockdown Efficiency | Mar 6, 2025 | Deep Learning | —Unverified | 0 |
| An Uncertainty Quantification Framework for Deep Learning-Based Automatic Modulation Classification | Mar 6, 2025 | Deep LearningUncertainty Quantification | —Unverified | 0 |
| Energy-Latency Attacks: A New Adversarial Threat to Deep Learning | Mar 6, 2025 | Deep Learning | CodeCode Available | 0 |
| Transformer-Based Power Optimization for Max-Min Fairness in Cell-Free Massive MIMO | Mar 5, 2025 | Deep LearningFairness | —Unverified | 0 |
| Active Learning for Deep Learning-Based Hemodynamic Parameter Estimation | Mar 5, 2025 | Active LearningDeep Learning | —Unverified | 0 |
| HARP 2.0: Expanding Hosted, Asynchronous, Remote Processing for Deep Learning in the DAW | Mar 4, 2025 | Deep Learning | —Unverified | 0 |
| InfoGNN: End-to-end deep learning on mesh via graph neural networks | Mar 4, 2025 | Deep Learning | —Unverified | 0 |
| Malware Classification from Memory Dumps Using Machine Learning, Transformers, and Large Language Models | Mar 4, 2025 | Deep Learningfeature selection | —Unverified | 0 |