| Introducing Milabench: Benchmarking Accelerators for AI | Nov 18, 2024 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| LightFFDNets: Lightweight Convolutional Neural Networks for Rapid Facial Forgery Detection | Nov 18, 2024 | Deep LearningObject Recognition | —Unverified | 0 |
| ML^2Tuner: Efficient Code Tuning via Multi-Level Machine Learning Models | Nov 16, 2024 | Deep Learning | —Unverified | 0 |
| RedTest: Towards Measuring Redundancy in Deep Neural Networks Effectively | Nov 15, 2024 | Deep LearningModel Optimization | —Unverified | 0 |
| Multi-Task Adversarial Variational Autoencoder for Estimating Biological Brain Age with Multimodal Neuroimaging | Nov 15, 2024 | Age EstimationData Integration | CodeCode Available | 0 |
| The Good, The Efficient and the Inductive Biases: Exploring Efficiency in Deep Learning Through the Use of Inductive Biases | Nov 14, 2024 | Computational EfficiencyDeep Learning | —Unverified | 0 |
| Image Matching Filtering and Refinement by Planes and Beyond | Nov 14, 2024 | Deep LearningTemplate Matching | CodeCode Available | 2 |
| RibCageImp: A Deep Learning Framework for 3D Ribcage Implant Generation | Nov 14, 2024 | Deep Learning | —Unverified | 0 |
| A Composite Fault Diagnosis Model for NPPs Based on Bayesian-EfficientNet Module | Nov 13, 2024 | Deep LearningFault Diagnosis | —Unverified | 0 |
| Classification of Keratitis from Eye Corneal Photographs using Deep Learning | Nov 13, 2024 | Deep Learning | —Unverified | 0 |
| DeepUQ: Assessing the Aleatoric Uncertainties from two Deep Learning Methods | Nov 13, 2024 | Deep LearningUncertainty Quantification | CodeCode Available | 0 |
| Explainable Deep Learning Framework for SERS Bio-quantification | Nov 12, 2024 | Deep LearningDenoising | —Unverified | 0 |
| EAPCR: A Universal Feature Extractor for Scientific Data without Explicit Feature Relation Patterns | Nov 12, 2024 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Deep Learning 2.0: Artificial Neurons That Matter -- Reject Correlation, Embrace Orthogonality | Nov 12, 2024 | Decision MakingDeep Learning | —Unverified | 0 |
| Semantic segmentation on multi-resolution optical and microwave data using deep learning | Nov 12, 2024 | Deep Learningimage-classification | —Unverified | 0 |
| Real-time Monitoring and Analysis of Track and Field Athletes Based on Edge Computing and Deep Reinforcement Learning Algorithm | Nov 11, 2024 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Predicting Country Instability Using Bayesian Deep Learning and Random Forest | Nov 11, 2024 | Deep Learning | —Unverified | 0 |
| Permutative redundancy and uncertainty of the objective in deep learning | Nov 11, 2024 | Deep Learningglobal-optimization | —Unverified | 0 |
| Sketched Adaptive Federated Deep Learning: A Sharp Convergence Analysis | Nov 11, 2024 | Deep LearningFederated Learning | —Unverified | 0 |
| Diff-MSTC: A Mixing Style Transfer Prototype for Cubase | Nov 10, 2024 | Deep LearningStyle Transfer | —Unverified | 0 |
| Enabling ISAC in Real World: Beam-Based User Identification with Machine Learning | Nov 10, 2024 | Deep LearningISAC | —Unverified | 0 |
| A Hybrid Approach for COVID-19 Detection: Combining Wasserstein GAN with Transfer Learning | Nov 10, 2024 | Deep LearningTransfer Learning | —Unverified | 0 |
| Activation Map Compression through Tensor Decomposition for Deep Learning | Nov 10, 2024 | Deep LearningTensor Decomposition | CodeCode Available | 0 |
| Cross-Domain Transfer Learning using Attention Latent Features for Multi-Agent Trajectory Prediction | Nov 9, 2024 | Deep LearningDomain Adaptation | —Unverified | 0 |
| A Multimodal Adaptive Graph-based Intelligent Classification Model for Fake News | Nov 9, 2024 | Deep LearningFake News Detection | —Unverified | 0 |
| AGE2HIE: Transfer Learning from Brain Age to Predicting Neurocognitive Outcome for Infant Brain Injury | Nov 7, 2024 | Age EstimationDeep Learning | —Unverified | 0 |
| Solving Hidden Monotone Variational Inequalities with Surrogate Losses | Nov 7, 2024 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Multi-temporal crack segmentation in concrete structure using deep learning approaches | Nov 7, 2024 | Crack SegmentationDeep Learning | —Unverified | 0 |
| Balancing Transparency and Accuracy: A Comparative Analysis of Rule-Based and Deep Learning Models in Political Bias Classification | Nov 7, 2024 | ArticlesDeep Learning | —Unverified | 0 |
| Deep Heuristic Learning for Real-Time Urban Pathfinding | Nov 7, 2024 | Deep Learning | —Unverified | 0 |
| Improve the Fitting Accuracy of Deep Learning for the Nonlinear Schrödinger Equation Using Linear Feature Decoupling Method | Nov 7, 2024 | Deep Learning | —Unverified | 0 |
| Neural Fingerprints for Adversarial Attack Detection | Nov 7, 2024 | Adversarial AttackAdversarial Attack Detection | CodeCode Available | 0 |
| Model and Deep learning based Dynamic Range Compression Inversion | Nov 7, 2024 | Deep Learning | —Unverified | 0 |
| End-to-end Inception-Unet based Generative Adversarial Networks for Snow and Rain Removals | Nov 7, 2024 | Deep LearningRain Removal | —Unverified | 0 |
| Intellectual Property Protection for Deep Learning Model and Dataset Intelligence | Nov 7, 2024 | Deep Learning | —Unverified | 0 |
| Aligning Characteristic Descriptors with Images for Human-Expert-like Explainability | Nov 6, 2024 | Deep LearningFace Recognition | —Unverified | 0 |
| An Experimental Study on Decomposition-Based Deep Ensemble Learning for Traffic Flow Forecasting | Nov 6, 2024 | Deep LearningEnsemble Learning | —Unverified | 0 |
| Calibrating for the Future:Enhancing Calorimeter Longevity with Deep Learning | Nov 6, 2024 | Deep Learningscientific discovery | —Unverified | 0 |
| An Edge Computing-Based Solution for Real-Time Leaf Disease Classification using Thermal Imaging | Nov 6, 2024 | Deep LearningEdge-computing | CodeCode Available | 0 |
| TopoTxR: A topology-guided deep convolutional network for breast parenchyma learning on DCE-MRIs | Nov 5, 2024 | Deep Learning | CodeCode Available | 0 |
| Advancing Recycling Efficiency: A Comparative Analysis of Deep Learning Models in Waste Classification | Nov 5, 2024 | Data AugmentationDeep Learning | —Unverified | 0 |
| DeepContext: A Context-aware, Cross-platform, and Cross-framework Tool for Performance Profiling and Analysis of Deep Learning Workloads | Nov 5, 2024 | CPUDeep Learning | —Unverified | 0 |
| Interpretable Predictive Models for Healthcare via Rational Logistic Regression | Nov 5, 2024 | Deep LearningInductive Bias | —Unverified | 0 |
| Deep Learning for Leopard Individual Identification: An Adaptive Angular Margin Approach | Nov 4, 2024 | Deep LearningEdge Detection | CodeCode Available | 0 |
| Deep Learning on 3D Semantic Segmentation: A Detailed Review | Nov 4, 2024 | 3D Semantic SegmentationDeep Learning | CodeCode Available | 0 |
| LE-PDE++: Mamba for accelerating PDEs Simulations | Nov 4, 2024 | Deep LearningMamba | —Unverified | 0 |
| Chronic Obstructive Pulmonary Disease Prediction Using Deep Convolutional Network | Nov 3, 2024 | Deep LearningDisease Prediction | —Unverified | 0 |
| Efficient Deep Learning Infrastructures for Embedded Computing Systems: A Comprehensive Survey and Future Envision | Nov 3, 2024 | Deep Learningimage-classification | —Unverified | 0 |
| Artificial Intelligence for Microbiology and Microbiome Research | Nov 2, 2024 | BenchmarkingDeep Learning | —Unverified | 0 |
| Use Digital Twins to Support Fault Diagnosis From System-level Condition-monitoring Data | Nov 2, 2024 | Deep LearningFault Diagnosis | CodeCode Available | 1 |