| Radiomics-Informed Deep Learning for Classification of Atrial Fibrillation Sub-Types from Left-Atrium CT Volumes | Aug 14, 2023 | Deep Learningfeature selection | CodeCode Available | 1 |
| Constructing Custom Thermodynamics Using Deep Learning | Aug 8, 2023 | Deep LearningPhysical Intuition | CodeCode Available | 1 |
| Enhancing Representation Learning for Periodic Time Series with Floss: A Frequency Domain Regularization Approach | Aug 2, 2023 | Anomaly DetectionDeep Learning | CodeCode Available | 1 |
| A Practical Deep Learning-Based Acoustic Side Channel Attack on Keyboards | Aug 2, 2023 | Deep LearningLanguage Modeling | CodeCode Available | 1 |
| Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity | Jul 26, 2023 | Deep LearningPansharpening | CodeCode Available | 1 |
| Deep Neural Networks and Brain Alignment: Brain Encoding and Decoding (Survey) | Jul 17, 2023 | Deep Learning | CodeCode Available | 1 |
| Efficient Prediction of Peptide Self-assembly through Sequential and Graphical Encoding | Jul 17, 2023 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Nonlinear optical encoding enabled by recurrent linear scattering | Jul 17, 2023 | Data CompressionDecoder | CodeCode Available | 1 |
| Scalable Deep Learning for RNA Secondary Structure Prediction | Jul 14, 2023 | Deep LearningPrediction | CodeCode Available | 1 |
| Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation | Jul 14, 2023 | Adversarial AttackDeep Learning | CodeCode Available | 1 |
| Deep learning for dynamic graphs: models and benchmarks | Jul 12, 2023 | Deep LearningModel Selection | CodeCode Available | 1 |
| NAUTILUS: boosting Bayesian importance nested sampling with deep learning | Jun 29, 2023 | AllDeep Learning | CodeCode Available | 1 |
| Phase Unwrapping of Color Doppler Echocardiography using Deep Learning | Jun 23, 2023 | Deep Learning | CodeCode Available | 1 |
| Accelerating Multiframe Blind Deconvolution via Deep Learning | Jun 21, 2023 | Deep LearningImage Restoration | CodeCode Available | 1 |
| PriorBand: Practical Hyperparameter Optimization in the Age of Deep Learning | Jun 21, 2023 | Deep LearningHyperparameter Optimization | CodeCode Available | 1 |
| Geometric Deep Learning for Structure-Based Drug Design: A Survey | Jun 20, 2023 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| MultiWave: Multiresolution Deep Architectures through Wavelet Decomposition for Multivariate Time Series Prediction | Jun 16, 2023 | Activity RecognitionDeep Learning | CodeCode Available | 1 |
| Uncertainty Quantification via Spatial-Temporal Tweedie Model for Zero-inflated and Long-tail Travel Demand Prediction | Jun 16, 2023 | Deep LearningGraph Neural Network | CodeCode Available | 1 |
| Evaluation and Optimization of Gradient Compression for Distributed Deep Learning | Jun 15, 2023 | Deep LearningGPU | CodeCode Available | 1 |
| D2Match: Leveraging Deep Learning and Degeneracy for Subgraph Matching | Jun 10, 2023 | Combinatorial OptimizationDeep Learning | CodeCode Available | 1 |
| HypLL: The Hyperbolic Learning Library | Jun 9, 2023 | Deep Learning | CodeCode Available | 1 |
| Revising deep learning methods in parking lot occupancy detection | Jun 7, 2023 | Deep LearningImage Classification | CodeCode Available | 1 |
| Interpretable Alzheimer's Disease Classification Via a Contrastive Diffusion Autoencoder | Jun 5, 2023 | ClassificationDeep Learning | CodeCode Available | 1 |
| Microscopy image reconstruction with physics-informed denoising diffusion probabilistic model | Jun 5, 2023 | Deep LearningDenoising | CodeCode Available | 1 |
| Model-Based Deep Learning | Jun 5, 2023 | Deep Learningmodel | CodeCode Available | 1 |
| SubspaceNet: Deep Learning-Aided Subspace Methods for DoA Estimation | Jun 4, 2023 | Deep Learningsubspace methods | CodeCode Available | 1 |
| AlerTiger: Deep Learning for AI Model Health Monitoring at LinkedIn | Jun 3, 2023 | Anomaly DetectionDeep Learning | CodeCode Available | 1 |
| A Survey of Label-Efficient Deep Learning for 3D Point Clouds | May 31, 2023 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Source Code Data Augmentation for Deep Learning: A Survey | May 31, 2023 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| How Does Information Bottleneck Help Deep Learning? | May 30, 2023 | Deep LearningGeneralization Bounds | CodeCode Available | 1 |
| E-NER: Evidential Deep Learning for Trustworthy Named Entity Recognition | May 29, 2023 | Deep Learningnamed-entity-recognition | CodeCode Available | 1 |
| Deep Learning for Survival Analysis: A Review | May 24, 2023 | Deep LearningSurvival Analysis | CodeCode Available | 1 |
| Rethinking Data Augmentation for Tabular Data in Deep Learning | May 17, 2023 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Mesh2SSM: From Surface Meshes to Statistical Shape Models of Anatomy | May 13, 2023 | AnatomyDeep Learning | CodeCode Available | 1 |
| Deep Learning for Solving and Estimating Dynamic Macro-Finance Models | May 5, 2023 | Deep Learning | CodeCode Available | 1 |
| Neuralizer: General Neuroimage Analysis without Re-Training | May 4, 2023 | Deep Learning | CodeCode Available | 1 |
| Self-similarity-based super-resolution of photoacoustic angiography from hand-drawn doodles | May 2, 2023 | Deep LearningImage Generation | CodeCode Available | 1 |
| Pre-trained Embeddings for Entity Resolution: An Experimental Analysis [Experiment, Analysis & Benchmark] | Apr 24, 2023 | BlockingDeep Learning | CodeCode Available | 1 |
| Multi-Modal Deep Learning for Credit Rating Prediction Using Text and Numerical Data Streams | Apr 21, 2023 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Causal Analysis of Customer Churn Using Deep Learning | Apr 20, 2023 | Deep LearningMarketing | CodeCode Available | 1 |
| RadarFormer: Lightweight and Accurate Real-Time Radar Object Detection Model | Apr 17, 2023 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| Regression-based Deep-Learning predicts molecular biomarkers from pathology slides | Apr 11, 2023 | ClassificationDeep Learning | CodeCode Available | 1 |
| TodyNet: Temporal Dynamic Graph Neural Network for Multivariate Time Series Classification | Apr 11, 2023 | ClassificationDeep Learning | CodeCode Available | 1 |
| HyperTab: Hypernetwork Approach for Deep Learning on Small Tabular Datasets | Apr 7, 2023 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Arrhythmia Classifier Based on Ultra-Lightweight Binary Neural Network | Apr 4, 2023 | BinarizationClassification | CodeCode Available | 1 |
| Discovering and Explaining the Non-Causality of Deep Learning in SAR ATR | Apr 3, 2023 | Deep LearningSelection bias | CodeCode Available | 1 |
| Bayesian neural networks via MCMC: a Python-based tutorial | Apr 2, 2023 | Bayesian InferenceDeep Learning | CodeCode Available | 1 |
| Video Pretraining Advances 3D Deep Learning on Chest CT Tasks | Apr 2, 2023 | Deep Learningimage-classification | CodeCode Available | 1 |
| DiverseVul: A New Vulnerable Source Code Dataset for Deep Learning Based Vulnerability Detection | Apr 1, 2023 | Deep LearningFeature Engineering | CodeCode Available | 1 |
| DoE2Vec: Deep-learning Based Features for Exploratory Landscape Analysis | Mar 31, 2023 | Deep LearningFeature Engineering | CodeCode Available | 1 |
