| A Generalizable Deep Learning System for Cardiac MRI | Dec 1, 2023 | Contrastive LearningDeep Learning | CodeCode Available | 0 |
| Identifying tourist destinations from movie scenes using Deep Learning | Nov 30, 2023 | Deep Learning | —Unverified | 0 |
| Reconstructing Historical Climate Fields With Deep Learning | Nov 30, 2023 | Deep Learning | CodeCode Available | 1 |
| Automatic Detection of Alzheimer's Disease with Multi-Modal Fusion of Clinical MRI Scans | Nov 30, 2023 | Deep Learning | CodeCode Available | 0 |
| A Survey on Deep Learning for Polyp Segmentation: Techniques, Challenges and Future Trends | Nov 30, 2023 | Deep LearningImage Segmentation | CodeCode Available | 0 |
| Latent Alignment with Deep Set EEG Decoders | Nov 29, 2023 | Deep LearningDomain Adaptation | —Unverified | 0 |
| Towards Real-World Focus Stacking with Deep Learning | Nov 29, 2023 | Deep LearningMulti Focus Image Fusion | CodeCode Available | 1 |
| A Survey on Design Methodologies for Accelerating Deep Learning on Heterogeneous Architectures | Nov 29, 2023 | Deep LearningHigh-Level Synthesis | —Unverified | 0 |
| Model Performance Prediction for Hyperparameter Optimization of Deep Learning Models Using High Performance Computing and Quantum Annealing | Nov 29, 2023 | Deep LearningHyperparameter Optimization | —Unverified | 0 |
| Domain-Specific Deep Learning Feature Extractor for Diabetic Foot Ulcer Detection | Nov 27, 2023 | Deep LearningDiabetic Foot Ulcer Detection | —Unverified | 0 |
| Small and Dim Target Detection in IR Imagery: A Review | Nov 27, 2023 | Deep Learningobject-detection | —Unverified | 0 |
| Event Detection in Time Series: Universal Deep Learning Approach | Nov 27, 2023 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
| Adinkra Symbol Recognition using Classical Machine Learning and Deep Learning | Nov 27, 2023 | Deep LearningTransfer Learning | —Unverified | 0 |
| A deep learning approach for marine snow synthesis and removal | Nov 27, 2023 | Deep LearningGenerative Adversarial Network | CodeCode Available | 0 |
| Automated Measurement of Vascular Calcification in Femoral Endarterectomy Patients Using Deep Learning | Nov 27, 2023 | Deep LearningDiagnostic | CodeCode Available | 0 |
| Auto-CsiNet: Scenario-customized Automatic Neural Network Architecture Generation for Massive MIMO CSI Feedback | Nov 27, 2023 | Deep LearningNeural Architecture Search | —Unverified | 0 |
| Applying statistical learning theory to deep learning | Nov 26, 2023 | Deep LearningInductive Bias | —Unverified | 0 |
| Machine-Generated Text Detection using Deep Learning | Nov 26, 2023 | Deep LearningSentence | CodeCode Available | 0 |
| How much data do I need? A case study on medical data | Nov 26, 2023 | Deep LearningTransfer Learning | —Unverified | 0 |
| ASI: Accuracy-Stability Index for Evaluating Deep Learning Models | Nov 26, 2023 | BenchmarkingDeep Learning | —Unverified | 0 |
| Deep Learning-Based Approaches for Contactless Fingerprints Segmentation and Extraction | Nov 26, 2023 | Deep LearningSegmentation | —Unverified | 0 |
| Deep Learning-Enabled Swallowing Monitoring and Postoperative Recovery Biosensing System | Nov 24, 2023 | Deep Learning | —Unverified | 0 |
| Bayesian Neural Networks for 2D MRI Segmentation | Nov 24, 2023 | Deep LearningImage Segmentation | —Unverified | 0 |
| Towards Interpretable Classification of Leukocytes based on Deep Learning | Nov 24, 2023 | Decision MakingDeep Learning | —Unverified | 0 |
| Deeplasia: deep learning for bone age assessment validated on skeletal dysplasias | Nov 23, 2023 | Deep Learning | CodeCode Available | 1 |
| Deep Neural Decision Forest: A Novel Approach for Predicting Recovery or Decease of Patients | Nov 23, 2023 | Decision MakingDeep Learning | —Unverified | 0 |
| Security and Privacy Challenges in Deep Learning Models | Nov 23, 2023 | Autonomous DrivingData Poisoning | —Unverified | 0 |
| Assessment of Deep Learning Segmentation for Real-Time Free-Breathing Cardiac Magnetic Resonance Imaging at Rest and Under Exercise Stress | Nov 23, 2023 | Deep LearningSegmentation | CodeCode Available | 0 |
| Deep Learning as a Method for Inversion of NMR Signals | Nov 22, 2023 | Deep LearningImage-to-Image Regression | —Unverified | 0 |
| Adaptive Sampling for Deep Learning via Efficient Nonparametric Proxies | Nov 22, 2023 | Deep Learningregression | —Unverified | 0 |
| Learning principle and mathematical realization of the learning mechanism in the brain | Nov 22, 2023 | Deep Learning | —Unverified | 0 |
| On the Out-of-Distribution Coverage of Combining Split Conformal Prediction and Bayesian Deep Learning | Nov 21, 2023 | Conformal PredictionDeep Learning | —Unverified | 0 |
| Probabilistic Forecast Reconciliation with Kullback-Leibler Divergence Regularization | Nov 21, 2023 | Deep LearningTime Series | CodeCode Available | 0 |
| Unsupervised Multimodal Surface Registration with Geometric Deep Learning | Nov 21, 2023 | Deep LearningImage Registration | CodeCode Available | 0 |
| Mapping "Brain Terrain" Regions on Mars using Deep Learning | Nov 21, 2023 | Deep Learning | CodeCode Available | 0 |
| Neural Network Pruning by Gradient Descent | Nov 21, 2023 | Computational EfficiencyDeep Learning | CodeCode Available | 0 |
| Identifying DNA Sequence Motifs Using Deep Learning | Nov 20, 2023 | Deep LearningPrediction | CodeCode Available | 1 |
| Tiny-VBF: Resource-Efficient Vision Transformer based Lightweight Beamformer for Ultrasound Single-Angle Plane Wave Imaging | Nov 20, 2023 | Deep LearningQuantization | —Unverified | 0 |
| Can we infer the presence of Differential Privacy in Deep Learning models' weights? Towards more secure Deep Learning | Nov 20, 2023 | Deep Learning | CodeCode Available | 0 |
| Deep learning complete intersection Calabi-Yau manifolds | Nov 20, 2023 | Deep Learning | —Unverified | 0 |
| Towards interpretable-by-design deep learning algorithms | Nov 19, 2023 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| Pursing the Sparse Limitation of Spiking Deep Learning Structures | Nov 18, 2023 | Deep Learning | —Unverified | 0 |
| Automatic measurement of coverage area of water-based pesticides-surfactant formulation on plant leaves using deep learning tools | Nov 17, 2023 | Deep LearningImage Segmentation | —Unverified | 0 |
| Robustness Enhancement in Neural Networks with Alpha-Stable Training Noise | Nov 17, 2023 | Data AugmentationDeep Learning | —Unverified | 0 |
| Optimized Deep Learning Models for AUV Seabed Image Analysis | Nov 17, 2023 | Deep Learning | —Unverified | 0 |
| TransONet: Automatic Segmentation of Vasculature in Computed Tomographic Angiograms Using Deep Learning | Nov 17, 2023 | Deep LearningDiagnostic | CodeCode Available | 0 |
| Zenkai -- Framework For Exploring Beyond Backpropagation | Nov 16, 2023 | Deep Learning | CodeCode Available | 0 |
| Learning to Reconstruct Accelerated MRI Through K-space Cold Diffusion without Noise | Nov 16, 2023 | Deep LearningImage Generation | CodeCode Available | 1 |
| Globular Cluster Detection in M33 Using Multiple Views Representation Learning | Nov 15, 2023 | 2D Object DetectionDeep Learning | CodeCode Available | 0 |
| Automated Volume Corrected Mitotic Index Calculation Through Annotation-Free Deep Learning using Immunohistochemistry as Reference Standard | Nov 15, 2023 | Deep Learning | —Unverified | 0 |