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| Maya: Optimizing Deep Learning Training Workloads using Emulated Virtual Accelerators | Mar 26, 2025 | Deep LearningEfficient Exploration | —Unverified | 0 |
| Exploring Robustness of Cortical Morphometry in the presence of white matter lesions, using Diffusion Models for Lesion Filling | Mar 26, 2025 | Brain SegmentationDeep Learning | —Unverified | 0 |
| Hybrid Multi-Stage Learning Framework for Edge Detection: A Survey | Mar 26, 2025 | Deep LearningEdge Detection | —Unverified | 0 |
| Deep-Learning-Based Classification of Digitally Modulated Signals | Mar 25, 2025 | ClassificationDeep Learning | —Unverified | 0 |
| Deep Learning Approaches for Blood Disease Diagnosis Across Hematopoietic Lineages | Mar 25, 2025 | Binary ClassificationClassification | —Unverified | 0 |
| Deep Learning for Speech Emotion Recognition: A CNN Approach Utilizing Mel Spectrograms | Mar 25, 2025 | Deep LearningEmotion Recognition | —Unverified | 0 |
| FuXi-RTM: A Physics-Guided Prediction Framework with Radiative Transfer Modeling | Mar 25, 2025 | Deep LearningVideo Generation | —Unverified | 0 |
| Towards Long-Range ENSO Prediction with an Explainable Deep Learning Model | Mar 25, 2025 | Deep LearningSensitivity | —Unverified | 0 |
| No Black Box Anymore: Demystifying Clinical Predictive Modeling with Temporal-Feature Cross Attention Mechanism | Mar 25, 2025 | Deep LearningFeature Importance | —Unverified | 0 |
| Face Spoofing Detection using Deep Learning | Mar 25, 2025 | Deep Learningimage-classification | CodeCode Available | 0 |
| Deep Learning-Based Hypoglycemia Classification Across Multiple Prediction Horizons | Mar 25, 2025 | Deep Learning | —Unverified | 0 |
| Anomaly Detection Using Computer Vision: A Comparative Analysis of Class Distinction and Performance Metrics | Mar 24, 2025 | Anomaly DetectionComputational Efficiency | —Unverified | 0 |
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| Vehicular Road Crack Detection with Deep Learning: A New Online Benchmark for Comprehensive Evaluation of Existing Algorithms | Mar 23, 2025 | Computational EfficiencyDeep Learning | —Unverified | 0 |
| IceBench: A Benchmark for Deep Learning based Sea Ice Type Classification | Mar 22, 2025 | BenchmarkingClassification | CodeCode Available | 0 |
| OmniLearn: A Framework for Distributed Deep Learning over Heterogeneous Clusters | Mar 21, 2025 | Deep Learning | CodeCode Available | 0 |
| AUV Acceleration Prediction Using DVL and Deep Learning | Mar 20, 2025 | Deep LearningPrediction | —Unverified | 0 |
| Exploring Deep Learning Models for EEG Neural Decoding | Mar 20, 2025 | Deep LearningEEG | —Unverified | 0 |
| Ordered Topological Deep Learning: a Network Modeling Case Study | Mar 20, 2025 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Advancing Deep Learning through Probability Engineering: A Pragmatic Paradigm for Modern AI | Mar 19, 2025 | Deep LearningFederated Learning | —Unverified | 0 |
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| Artificial Intelligence-Driven Prognostic Classification of COVID-19 Using Chest X-rays: A Deep Learning Approach | Mar 17, 2025 | Deep LearningDiagnostic | —Unverified | 0 |
| A Comparative Study of Invariance-Aware Loss Functions for Deep Learning-based Gridless Direction-of-Arrival Estimation | Mar 16, 2025 | Deep LearningDirection of Arrival Estimation | —Unverified | 0 |
| Advanced Deep Learning Methods for Protein Structure Prediction and Design | Mar 14, 2025 | Deep LearningMultiple Sequence Alignment | —Unverified | 0 |
| Alzheimer's Disease Classification Using Retinal OCT: TransnetOCT and Swin Transformer Models | Mar 14, 2025 | Deep LearningDiagnostic | —Unverified | 0 |
| Asynchronous Sharpness-Aware Minimization For Fast and Accurate Deep Learning | Mar 14, 2025 | Deep Learning | —Unverified | 0 |
| A Survey on SAR ship classification using Deep Learning | Mar 14, 2025 | AttributeClassification | —Unverified | 0 |
| Cost-effective Deep Learning Infrastructure with NVIDIA GPU | Mar 14, 2025 | Deep LearningGPU | CodeCode Available | 0 |
| Deep Learning for Time Series Forecasting: A Survey | Mar 13, 2025 | Deep LearningSurvey | —Unverified | 0 |
| Predicting Stock Movement with BERTweet and Transformers | Mar 13, 2025 | Deep LearningGraph Attention | —Unverified | 0 |
| Deep Learning based discovery of Integrable Systems | Mar 13, 2025 | Deep LearningForm | —Unverified | 0 |
| Self-Consistent Equation-guided Neural Networks for Censored Time-to-Event Data | Mar 12, 2025 | Deep LearningSurvival Analysis | CodeCode Available | 0 |
| SE(3)-Equivariant Robot Learning and Control: A Tutorial Survey | Mar 12, 2025 | Data AugmentationDeep Learning | —Unverified | 0 |
| 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 |
| TabNSA: Native Sparse Attention for Efficient Tabular Data Learning | Mar 12, 2025 | Deep Learningfeature selection | —Unverified | 0 |
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| Quantization Design for Deep Learning-Based CSI Feedback | Mar 11, 2025 | Deep LearningQuantization | —Unverified | 0 |
| Generalization of Video-Based Heart Rate Estimation Methods To Low Illumination and Elevated Heart Rates | Mar 11, 2025 | Deep LearningHeart rate estimation | —Unverified | 0 |
| KAN-Mixers: a new deep learning architecture for image classification | Mar 11, 2025 | Deep Learningimage-classification | —Unverified | 0 |
| ReLATE: Resilient Learner Selection for Multivariate Time-Series Classification Against Adversarial Attacks | Mar 10, 2025 | Adversarial AttackDeep Learning | —Unverified | 0 |
| Split-n-Chain: Privacy-Preserving Multi-Node Split Learning with Blockchain-Based Auditability | Mar 10, 2025 | Deep LearningFederated Learning | —Unverified | 0 |
| Analysis of 3D Urticaceae Pollen Classification Using Deep Learning Models | Mar 10, 2025 | ClassificationDeep 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 |
| Physics-Informed Residual Neural Ordinary Differential Equations for Enhanced Tropical Cyclone Intensity Forecasting | Mar 9, 2025 | Deep LearningTropical Cyclone Intensity Forecasting | —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 |
| A Causal Inference Approach for Quantifying Research Impact | Mar 7, 2025 | Causal Inferencecounterfactual | —Unverified | 0 |
| Energy-Latency Attacks: A New Adversarial Threat to Deep Learning | Mar 6, 2025 | Deep Learning | CodeCode Available | 0 |