| Theoretical Perspectives on Deep Learning Methods in Inverse Problems | Jun 29, 2022 | Compressive SensingDeep Learning | —Unverified | 0 |
| LiteCON: An All-Photonic Neuromorphic Accelerator for Energy-efficient Deep Learning (Preprint) | Jun 28, 2022 | AllComputational Efficiency | —Unverified | 0 |
| An Empirical Study of Challenges in Converting Deep Learning Models | Jun 28, 2022 | Deep Learning | CodeCode Available | 0 |
| Taxonomy and evolution predicting using deep learning in images | Jun 28, 2022 | Deep LearningFine-Grained Image Recognition | CodeCode Available | 0 |
| Efficient Deep Learning Using Non-Volatile Memory Technology | Jun 27, 2022 | Deep LearningGPU | —Unverified | 0 |
| DeepPERF: A Deep Learning-Based Approach For Improving Software Performance | Jun 27, 2022 | CPUDeep Learning | —Unverified | 0 |
| Deep-Learning vs Regression: Prediction of Tourism Flow with Limited Data | Jun 27, 2022 | Deep LearningManagement | —Unverified | 0 |
| Effective training-time stacking for ensembling of deep neural networks | Jun 27, 2022 | Deep Learning | —Unverified | 0 |
| Detecting Schizophrenia with 3D Structural Brain MRI Using Deep Learning | Jun 26, 2022 | Deep LearningDiagnostic | —Unverified | 0 |
| Defense against adversarial attacks on deep convolutional neural networks through nonlocal denoising | Jun 25, 2022 | Deep LearningDenoising | —Unverified | 0 |
| Evolution of Activation Functions for Deep Learning-Based Image Classification | Jun 24, 2022 | Deep Learningimage-classification | —Unverified | 0 |
| Deep-Learning-Aided Distributed Clock Synchronization for Wireless Networks | Jun 24, 2022 | Deep Learning | CodeCode Available | 0 |
| Arithmetic Circuits, Structured Matrices and (not so) Deep Learning | Jun 24, 2022 | Deep LearningSurvey | —Unverified | 0 |
| Self Supervised Learning for Few Shot Hyperspectral Image Classification | Jun 24, 2022 | ClassificationDeep Learning | —Unverified | 0 |
| Three Applications of Conformal Prediction for Rating Breast Density in Mammography | Jun 23, 2022 | Conformal PredictionDeep Learning | —Unverified | 0 |
| Short-range forecasts of global precipitation using deep learning-augmented numerical weather prediction | Jun 23, 2022 | Deep Learning | —Unverified | 0 |
| Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need | Jun 23, 2022 | AllDeep Learning | CodeCode Available | 1 |
| Single-phase deep learning in cortico-cortical networks | Jun 23, 2022 | Deep Learningimage-classification | CodeCode Available | 0 |
| Deep Learning to Jointly Schema Match, Impute, and Transform Databases | Jun 22, 2022 | Deep Learning | CodeCode Available | 0 |
| Automated GI tract segmentation using deep learning | Jun 22, 2022 | Deep LearningPosition | CodeCode Available | 0 |
| Robust SDE-Based Variational Formulations for Solving Linear PDEs via Deep Learning | Jun 21, 2022 | Deep Learning | CodeCode Available | 0 |
| Deep Learning-Based Defect Classification and Detection in SEM Images | Jun 20, 2022 | Deep Learning | —Unverified | 0 |
| Remote Sensing Image Classification using Transfer Learning and Attention Based Deep Neural Network | Jun 20, 2022 | Deep Learningimage-classification | —Unverified | 0 |
| Low-Precision Stochastic Gradient Langevin Dynamics | Jun 20, 2022 | Deep LearningQuantization | CodeCode Available | 0 |
| Deep Partial Least Squares for Empirical Asset Pricing | Jun 20, 2022 | Deep Learning | CodeCode Available | 1 |
| Limitations of the NTK for Understanding Generalization in Deep Learning | Jun 20, 2022 | Deep Learning | —Unverified | 0 |
| Great Expectations: Unsupervised Inference of Suspense, Surprise and Salience in Storytelling | Jun 20, 2022 | Deep Learning | —Unverified | 0 |
| Deep Learning Models on CPUs: A Methodology for Efficient Training | Jun 20, 2022 | CPUDeep Learning | —Unverified | 0 |
| Performance Prediction in Major League Baseball by Long Short-Term Memory Networks | Jun 20, 2022 | Deep LearningPrediction | —Unverified | 0 |
| Self-supervised deep image restoration via adaptive stochastic gradient Langevin dynamics | Jun 19, 2022 | compressed sensingDeep Learning | CodeCode Available | 1 |
| All you need is feedback: Communication with block attention feedback codes | Jun 19, 2022 | AllDeep Learning | —Unverified | 0 |
| Can Language Models Capture Graph Semantics? From Graphs to Language Model and Vice-Versa | Jun 18, 2022 | Deep LearningKnowledge Graphs | —Unverified | 0 |
| Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation | Jun 18, 2022 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Piecewise Linear Neural Networks and Deep Learning | Jun 18, 2022 | Deep Learning | —Unverified | 0 |
| A Quantitative and Qualitative Analysis of Suicide Ideation Detection using Deep Learning | Jun 17, 2022 | Deep Learningtext-classification | CodeCode Available | 0 |
| Multimodal Attention-based Deep Learning for Alzheimer's Disease Diagnosis | Jun 17, 2022 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Minimum Noticeable Difference based Adversarial Privacy Preserving Image Generation | Jun 17, 2022 | Deep LearningFace Recognition | —Unverified | 0 |
| Adapting the Linearised Laplace Model Evidence for Modern Deep Learning | Jun 17, 2022 | Deep LearningModel Selection | —Unverified | 0 |
| Disentangling Model Multiplicity in Deep Learning | Jun 17, 2022 | Deep Learningmodel | —Unverified | 0 |
| Identifying Electrocardiogram Abnormalities Using a Handcrafted-Rule-Enhanced Neural Network | Jun 16, 2022 | Clinical KnowledgeDeep Learning | CodeCode Available | 1 |
| Deep Learning-Based Device-Free Localization in Wireless Sensor Networks | Jun 16, 2022 | Deep Learning | —Unverified | 0 |
| Longitudinal detection of new MS lesions using Deep Learning | Jun 16, 2022 | Data AugmentationDeep Learning | —Unverified | 0 |
| Deep Learning Architecture for Automatic Essay Scoring | Jun 16, 2022 | Deep Learning | —Unverified | 0 |
| Leveraging Uncertainty in Deep Learning for Pancreatic Adenocarcinoma Grading | Jun 15, 2022 | Deep LearningPrediction | —Unverified | 0 |
| Epistemic Deep Learning | Jun 15, 2022 | Deep LearningUncertainty Quantification | —Unverified | 0 |
| On Calibrated Model Uncertainty in Deep Learning | Jun 15, 2022 | Deep LearningDiagnostic | —Unverified | 0 |
| Near-Exact Recovery for Tomographic Inverse Problems via Deep Learning | Jun 14, 2022 | compressed sensingComputed Tomography (CT) | CodeCode Available | 1 |
| Hybrid Ensemble for Fake News Detection: An attempt | Jun 13, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| SmartGD: A GAN-Based Graph Drawing Framework for Diverse Aesthetic Goals | Jun 13, 2022 | Deep LearningGenerative Adversarial Network | —Unverified | 0 |
| Low-complexity deep learning frameworks for acoustic scene classification | Jun 13, 2022 | Acoustic Scene ClassificationClassification | —Unverified | 0 |