| Deep Learning and Machine Learning -- Object Detection and Semantic Segmentation: From Theory to Applications | Oct 21, 2024 | Deep LearningModel Optimization | —Unverified | 0 |
| Training Better Deep Learning Models Using Human Saliency | Oct 21, 2024 | Deep Learning | —Unverified | 0 |
| LTPNet Integration of Deep Learning and Environmental Decision Support Systems for Renewable Energy Demand Forecasting | Oct 20, 2024 | Deep LearningDemand Forecasting | —Unverified | 0 |
| Semantic Information G Theory for Range Control with Tradeoff between Purposiveness and Efficiency | Oct 19, 2024 | Data CompressionDeep Learning | —Unverified | 0 |
| Stool Recognition for Colorectal Cancer Detection through Deep Learning | Oct 19, 2024 | Deep Learning | —Unverified | 0 |
| Science Time Series: Deep Learning in Hydrology | Oct 19, 2024 | Deep LearningTime Series | —Unverified | 0 |
| D-SarcNet: A Dual-stream Deep Learning Framework for Automatic Analysis of Sarcomere Structures in Fluorescently Labeled hiPSC-CMs | Oct 19, 2024 | Deep Learning | CodeCode Available | 0 |
| Advancing Histopathology with Deep Learning Under Data Scarcity: A Decade in Review | Oct 18, 2024 | BenchmarkingDeep Learning | —Unverified | 0 |
| GESH-Net: Graph-Enhanced Spherical Harmonic Convolutional Networks for Cortical Surface Registration | Oct 18, 2024 | Deep LearningGraph Attention | —Unverified | 0 |
| Medical Artificial Intelligence for Early Detection of Lung Cancer: A Survey | Oct 18, 2024 | Deep LearningLung Cancer Diagnosis | CodeCode Available | 0 |
| Deep Learning Based Solar Cell Recognition for Optical Wireless Power Transfer | Oct 18, 2024 | Deep Learning | —Unverified | 0 |
| A Survey on Computational Solutions for Reconstructing Complete Objects by Reassembling Their Fractured Parts | Oct 18, 2024 | Deep LearningSurvey | —Unverified | 0 |
| Debiasing Mini-Batch Quadratics for Applications in Deep Learning | Oct 18, 2024 | Deep LearningUncertainty Quantification | —Unverified | 0 |
| Deep Learning Applications in Medical Image Analysis: Advancements, Challenges, and Future Directions | Oct 18, 2024 | Deep LearningMedical Image Analysis | —Unverified | 0 |
| BUNDL: Bayesian Uncertainty-aware Deep Learning with Noisy training Labels for Seizure Detection in EEG | Oct 17, 2024 | Deep LearningEEG | —Unverified | 0 |
| DivShift: Exploring Domain-Specific Distribution Shifts in Large-Scale, Volunteer-Collected Biodiversity Datasets | Oct 17, 2024 | Deep LearningFine-Grained Image Classification | CodeCode Available | 0 |
| Self Supervised Deep Learning for Robot Grasping | Oct 17, 2024 | Deep Learning | CodeCode Available | 0 |
| TabSeq: A Framework for Deep Learning on Tabular Data via Sequential Ordering | Oct 17, 2024 | ClusteringDeep Learning | CodeCode Available | 1 |
| Optimization and Application of Cloud-based Deep Learning Architecture for Multi-Source Data Prediction | Oct 16, 2024 | Deep LearningDistributed Computing | —Unverified | 0 |
| Game Theory Meets Statistical Mechanics in Deep Learning Design | Oct 16, 2024 | Age EstimationDeep Learning | —Unverified | 0 |
| Approaching Metaheuristic Deep Learning Combos for Automated Data Mining | Oct 16, 2024 | Deep LearningDimensionality Reduction | —Unverified | 0 |
| EdgeRL: Reinforcement Learning-driven Deep Learning Model Inference Optimization at Edge | Oct 16, 2024 | Deep LearningInference Optimization | —Unverified | 0 |
| Single-word Auditory Attention Decoding Using Deep Learning Model | Oct 15, 2024 | Deep LearningEEG | —Unverified | 0 |
| Exploring transfer learning for Deep NLP systems on rarely annotated languages | Oct 15, 2024 | Deep LearningPart-Of-Speech Tagging | —Unverified | 0 |
| nvTorchCam: An Open-source Library for Camera-Agnostic Differentiable Geometric Vision | Oct 15, 2024 | Deep LearningGPU | CodeCode Available | 2 |
| Cross-Dataset Generalization in Deep Learning | Oct 15, 2024 | Deep LearningDiversity | —Unverified | 0 |
| Deep unrolled primal dual network for TOF-PET list-mode image reconstruction | Oct 15, 2024 | Deep LearningImage Reconstruction | CodeCode Available | 0 |
| Deep Learning-driven Mobile Traffic Measurement Collection and Analysis | Oct 14, 2024 | Deep LearningGraph Neural Network | —Unverified | 0 |
| Deep Learning Based XIoT Malware Analysis: A Comprehensive Survey, Taxonomy, and Research Challenges | Oct 14, 2024 | Deep LearningMalware Analysis | —Unverified | 0 |
| Learnable Optimization-Based Algorithms for Low-Dose CT Reconstruction | Oct 14, 2024 | CT ReconstructionDeep Learning | —Unverified | 0 |
| Early Diagnosis of Acute Lymphoblastic Leukemia Using YOLOv8 and YOLOv11 Deep Learning Models | Oct 14, 2024 | AllDeep Learning | —Unverified | 0 |
| Comparison of deep learning and conventional methods for disease onset prediction | Oct 14, 2024 | Deep LearningPrediction | —Unverified | 0 |
| An Explainable AI Model for Predicting the Recurrence of Differentiated Thyroid Cancer | Oct 13, 2024 | Deep LearningDiagnostic | —Unverified | 0 |
| TopOC: Topological Deep Learning for Ovarian and Breast Cancer Diagnosis | Oct 13, 2024 | Deep LearningTopological Data Analysis | —Unverified | 0 |
| Towards Reproducible Learning-based Compression | Oct 13, 2024 | Deep LearningImage Compression | —Unverified | 0 |
| Learning to Stop: Deep Learning for Mean Field Optimal Stopping | Oct 11, 2024 | Deep Learning | —Unverified | 0 |
| HyperPg -- Prototypical Gaussians on the Hypersphere for Interpretable Deep Learning | Oct 11, 2024 | Deep Learning | —Unverified | 0 |
| Multi-modal Fusion based Q-distribution Prediction for Controlled Nuclear Fusion | Oct 11, 2024 | Deep LearningPrediction | —Unverified | 0 |
| Adaptive Real-Time Multi-Loss Function Optimization Using Dynamic Memory Fusion Framework: A Case Study on Breast Cancer Segmentation | Oct 10, 2024 | Deep LearningImage Segmentation | CodeCode Available | 0 |
| Nesterov acceleration in benignly non-convex landscapes | Oct 10, 2024 | Deep Learning | —Unverified | 0 |
| Physics and Deep Learning in Computational Wave Imaging | Oct 10, 2024 | Deep Learning | CodeCode Available | 1 |
| Boosting Deep Ensembles with Learning Rate Tuning | Oct 10, 2024 | Deep Learning | —Unverified | 0 |
| Deep Learning for Generalised Planning with Background Knowledge | Oct 10, 2024 | Deep Learning | —Unverified | 0 |
| TinyLidarNet: 2D LiDAR-based End-to-End Deep Learning Model for F1TENTH Autonomous Racing | Oct 9, 2024 | Autonomous RacingDeep Learning | CodeCode Available | 1 |
| JPEG Inspired Deep Learning | Oct 9, 2024 | Deep LearningFine-Grained Image Classification | CodeCode Available | 0 |
| Lightweight Deep Learning Framework for Accurate Particle Flow Energy Reconstruction | Oct 8, 2024 | Deep LearningImage Reconstruction | CodeCode Available | 0 |
| Extended convexity and smoothness and their applications in deep learning | Oct 8, 2024 | Deep Learning | —Unverified | 0 |
| Uncertainty estimation via ensembles of deep learning models and dropout layers for seismic traces | Oct 8, 2024 | Deep Learning | —Unverified | 0 |
| Temperature Optimization for Bayesian Deep Learning | Oct 8, 2024 | Deep Learning | CodeCode Available | 0 |
| Deep learning-based fault identification in condition monitoring | Oct 8, 2024 | Deep LearningFault Detection | —Unverified | 0 |