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| Uncovering Energy-Efficient Practices in Deep Learning Training: Preliminary Steps Towards Green AI | Mar 24, 2023 | Bayesian OptimisationDeep Learning | —Unverified | 0 |
| Mathematical Challenges in Deep Learning | Mar 24, 2023 | Deep Learning | —Unverified | 0 |
| Achieving Occam's Razor: Deep Learning for Optimal Model Reduction | Mar 24, 2023 | Deep Learning | CodeCode Available | 0 |
| Confidence-Driven Deep Learning Framework for Early Detection of Knee Osteoarthritis | Mar 23, 2023 | Deep LearningDiagnostic | —Unverified | 0 |
| Reimagining Application User Interface (UI) Design using Deep Learning Methods: Challenges and Opportunities | Mar 23, 2023 | Deep Learning | —Unverified | 0 |
| Graph Tensor Networks: An Intuitive Framework for Designing Large-Scale Neural Learning Systems on Multiple Domains | Mar 23, 2023 | Deep Learningtensor algebra | —Unverified | 0 |
| Edge Deep Learning Model Protection via Neuron Authorization | Mar 22, 2023 | Deep Learningmodel | CodeCode Available | 0 |
| Robust single-shot 3D fluorescence imaging in scattering media with a simulator-trained neural network | Mar 22, 2023 | 3D ReconstructionDeep Learning | CodeCode Available | 0 |
| Deep learning-based stereo camera multi-video synchronization | Mar 22, 2023 | Deep LearningVideo Synchronization | CodeCode Available | 0 |
| Towards A Visual Programming Tool to Create Deep Learning Models | Mar 22, 2023 | Deep Learning | —Unverified | 0 |
| Transcriptomics-based matching of drugs to diseases with deep learning | Mar 21, 2023 | Deep LearningRetrieval | CodeCode Available | 0 |
| Deep Learning for Video-based Person Re-Identification: A Survey | Mar 21, 2023 | Deep LearningPerson Re-Identification | —Unverified | 0 |
| Improving Fabrication Fidelity of Integrated Nanophotonic Devices Using Deep Learning | Mar 21, 2023 | Deep Learning | —Unverified | 0 |
| The Representational Status of Deep Learning Models | Mar 21, 2023 | Deep LearningExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| The Multiscale Surface Vision Transformer | Mar 21, 2023 | Deep Learning | —Unverified | 0 |
| Deep Learning Pipeline for Preprocessing and Segmenting Cardiac Magnetic Resonance of Single Ventricle Patients from an Image Registry | Mar 21, 2023 | Deep LearningSegmentation | —Unverified | 0 |
| Simulating Malaria Detection in Laboratories using Deep Learning | Mar 21, 2023 | Deep Learning | —Unverified | 0 |
| ResDTA: Predicting Drug-Target Binding Affinity Using Residual Skip Connections | Mar 20, 2023 | Binary ClassificationDeep Learning | —Unverified | 0 |
| What Makes Data Suitable for a Locally Connected Neural Network? A Necessary and Sufficient Condition Based on Quantum Entanglement | Mar 20, 2023 | Deep Learning | CodeCode Available | 0 |
| Rethinking Dual-Domain Undersampled MRI reconstruction: domain-specific design from the perspective of the receptive field | Mar 19, 2023 | Deep LearningLayout Design | —Unverified | 0 |
| A Deep Learning System for Domain-specific Speech Recognition | Mar 18, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Operating critical machine learning models in resource constrained regimes | Mar 17, 2023 | Deep LearningMedical Image Analysis | CodeCode Available | 0 |
| Deep learning for the detection of machining vibration chatter | Mar 17, 2023 | Deep Learning | —Unverified | 0 |
| Posterior Estimation Using Deep Learning: A Simulation Study of Compartmental Modeling in Dynamic PET | Mar 17, 2023 | Bayesian InferenceDecoder | —Unverified | 0 |
| Artificial Intelligence for Sustainability: Facilitating Sustainable Smart Product-Service Systems with Computer Vision | Mar 17, 2023 | Deep LearningSemantic Segmentation | —Unverified | 0 |
| Geometric Deep Learning for Molecular Crystal Structure Prediction | Mar 17, 2023 | Deep LearningPrediction | —Unverified | 0 |
| Segmentation of Retinal Blood Vessels Using Deep Learning | Mar 16, 2023 | Deep Learning | —Unverified | 0 |
| Exploring the Power of Generative Deep Learning for Image-to-Image Translation and MRI Reconstruction: A Cross-Domain Review | Mar 16, 2023 | Deep LearningImage-to-Image Translation | —Unverified | 0 |
| Predicting discrete-time bifurcations with deep learning | Mar 16, 2023 | Deep Learning | CodeCode Available | 0 |
| MCR-DL: Mix-and-Match Communication Runtime for Deep Learning | Mar 15, 2023 | Deep LearningGPU | —Unverified | 0 |
| Deep Learning for Iris Recognition: A Review | Mar 15, 2023 | Deep LearningFeature Engineering | —Unverified | 0 |
| RoCNet: 3D Robust Registration of Point-Clouds using Deep Learning | Mar 14, 2023 | Data AugmentationDeep Learning | —Unverified | 0 |
| Can neural networks do arithmetic? A survey on the elementary numerical skills of state-of-the-art deep learning models | Mar 14, 2023 | Automated Theorem ProvingDeep Learning | —Unverified | 0 |
| HALOS: Hallucination-free Organ Segmentation after Organ Resection Surgery | Mar 14, 2023 | AnatomyDeep Learning | CodeCode Available | 0 |
| Digital staining in optical microscopy using deep learning -- a review | Mar 14, 2023 | Deep LearningSpecificity | —Unverified | 0 |
| Generalised Scale-Space Properties for Probabilistic Diffusion Models | Mar 14, 2023 | Deep Learning | —Unverified | 0 |
| Contextualized Medication Information Extraction Using Transformer-based Deep Learning Architectures | Mar 14, 2023 | ClassificationDeep Learning | —Unverified | 0 |
| Meta-learning approaches for few-shot learning: A survey of recent advances | Mar 13, 2023 | Deep LearningFew-Shot Learning | —Unverified | 0 |
| Challenges and Practices of Deep Learning Model Reengineering: A Case Study on Computer Vision | Mar 13, 2023 | Deep Learning | CodeCode Available | 0 |
| Deep Learning-based RF Fingerprint Authentication with Chaotic Antenna Arrays | Mar 13, 2023 | Deep Learning | —Unverified | 0 |
| Multi-class Skin Cancer Classification Architecture Based on Deep Convolutional Neural Network | Mar 13, 2023 | Cancer ClassificationData Augmentation | —Unverified | 0 |
| Fractional dynamics foster deep learning of COPD stage prediction | Mar 13, 2023 | Deep LearningPrediction | CodeCode Available | 0 |
| A Monkey Swing Counting Algorithm Based on Object Detection | Mar 12, 2023 | Deep Learningobject-detection | —Unverified | 0 |
| Making Batch Normalization Great in Federated Deep Learning | Mar 12, 2023 | Deep LearningFederated Learning | —Unverified | 0 |
| Machine Learning Enhanced Hankel Dynamic-Mode Decomposition | Mar 11, 2023 | Deep LearningTime Series | —Unverified | 0 |
| Deep Learning for Predicting Metastasis on Melanoma WSIs | Mar 10, 2023 | Deep LearningPrognosis | —Unverified | 0 |
| Fairness-enhancing deep learning for ride-hailing demand prediction | Mar 10, 2023 | Deep LearningDemand Forecasting | —Unverified | 0 |
| Comparison of Probabilistic Deep Learning Methods for Autism Detection | Mar 9, 2023 | Autism detectionDeep Learning | —Unverified | 0 |
| Robust Millimeter Beamforming via Self-Supervised Hybrid Deep Learning | Mar 9, 2023 | Deep Learning | —Unverified | 0 |