| A SOM-based Gradient-Free Deep Learning Method with Convergence Analysis | Jan 12, 2021 | Deep Learning | —Unverified | 0 |
| Design of borehole resistivity measurement acquisition systems using deep learning | Jan 12, 2021 | Deep Learning | —Unverified | 0 |
| A Compact Deep Learning Model for Face Spoofing Detection | Jan 12, 2021 | Deep Learning | —Unverified | 0 |
| Model-Based Machine Learning for Communications | Jan 12, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Pneumonia Detection on Chest X-ray using Radiomic Features and Contrastive Learning | Jan 12, 2021 | Contrastive LearningDeep Learning | —Unverified | 0 |
| Automated Detection of Patellofemoral Osteoarthritis from Knee Lateral View Radiographs Using Deep Learning: Data from the Multicenter Osteoarthritis Study (MOST) | Jan 12, 2021 | Deep Learningobject-detection | —Unverified | 0 |
| Robustness of on-device Models: Adversarial Attack to Deep Learning Models on Android Apps | Jan 12, 2021 | Adversarial AttackDeep Learning | CodeCode Available | 1 |
| Personalized Federated Deep Learning for Pain Estimation From Face Images | Jan 12, 2021 | Deep LearningFederated Learning | CodeCode Available | 0 |
| Deep Learning applications for COVID-19 | Jan 11, 2021 | Deep LearningEpidemiology | —Unverified | 0 |
| Analysis of skin lesion images with deep learning | Jan 11, 2021 | ClassificationData Augmentation | CodeCode Available | 1 |
| Deep Learning-based Face Super-Resolution: A Survey | Jan 11, 2021 | Deep LearningFace Hallucination | CodeCode Available | 1 |
| Evaluating Deep Learning Approaches for Covid19 Fake News Detection | Jan 11, 2021 | Deep LearningFake News Detection | —Unverified | 0 |
| Deeplite Neutrino: An End-to-End Framework for Constrained Deep Learning Model Optimization | Jan 11, 2021 | Deep LearningModel Optimization | —Unverified | 0 |
| Load Encoding for Learning AC-OPF | Jan 11, 2021 | Bilevel OptimizationDeep Learning | —Unverified | 0 |
| Deep Learning Assisted Calibrated Beam Training for Millimeter-Wave Communication Systems | Jan 8, 2021 | Deep Learning | CodeCode Available | 1 |
| Deep Diffusion Processes for Active Learning of Hyperspectral Images | Jan 8, 2021 | Active LearningDeep Learning | CodeCode Available | 0 |
| Predicting Semen Motility using three-dimensional Convolutional Neural Networks | Jan 8, 2021 | Deep Learning | CodeCode Available | 0 |
| Dairy Cow rumination detection: A deep learning approach | Jan 7, 2021 | Deep Learning | —Unverified | 0 |
| Data Poisoning Attacks to Deep Learning Based Recommender Systems | Jan 7, 2021 | Data PoisoningDeep Learning | —Unverified | 0 |
| Deep learning for efficient frontier calculation in finance | Jan 6, 2021 | Deep LearningPortfolio Optimization | —Unverified | 0 |
| Combining Deep Learning and Mathematical Morphology for Historical Map Segmentation | Jan 6, 2021 | Deep LearningEdge Detection | —Unverified | 0 |
| Do We Really Need Deep Learning Models for Time Series Forecasting? | Jan 6, 2021 | Deep Learningregression | CodeCode Available | 1 |
| Research on Fast Text Recognition Method for Financial Ticket Image | Jan 5, 2021 | Deep LearningRegion Proposal | —Unverified | 0 |
| Development of a Respiratory Sound Labeling Software for Training a Deep Learning-Based Respiratory Sound Analysis Model | Jan 5, 2021 | Deep LearningEvent Detection | —Unverified | 0 |
| Reconstructing Patchy Reionization with Deep Learning | Jan 4, 2021 | Deep Learning | CodeCode Available | 0 |
| Advances in Electron Microscopy with Deep Learning | Jan 4, 2021 | Clusteringcompressed sensing | —Unverified | 0 |
| Local Competition and Stochasticity for Adversarial Robustness in Deep Learning | Jan 4, 2021 | Adversarial AttackAdversarial Robustness | —Unverified | 0 |
| Frequency Principle in Deep Learning Beyond Gradient-descent-based Training | Jan 4, 2021 | Deep Learning | —Unverified | 0 |
| Parkinson's Disease Diagnosis Using Deep Learning | Jan 3, 2021 | Deep LearningTime Series | —Unverified | 0 |
| DTMNet: A Discrete Tchebichef Moments-Based Deep Neural Network for Multi-Focus Image Fusion | Jan 1, 2021 | Computational EfficiencyDeep Learning | —Unverified | 0 |
| Cross-Patch Graph Convolutional Network for Image Denoising | Jan 1, 2021 | Deep LearningDenoising | —Unverified | 0 |
| Geometric Deep Neural Network Using Rigid and Non-Rigid Transformations for Human Action Recognition | Jan 1, 2021 | Action RecognitionDeep Learning | —Unverified | 0 |
| TeLU: A New Activation Function for Deep Learning | Jan 1, 2021 | Deep Learning | —Unverified | 0 |
| An iterative K-FAC algorithm for Deep Learning | Jan 1, 2021 | Deep Learning | —Unverified | 0 |
| Biologically Inspired Hexagonal Deep Learning for Hexagonal Image Generation | Jan 1, 2021 | Deep LearningImage Generation | —Unverified | 0 |
| Connection- and Node-Sparse Deep Learning: Statistical Guarantees | Jan 1, 2021 | Deep LearningPrediction | —Unverified | 0 |
| On the Marginal Regret Bound Minimization of Adaptive Methods | Jan 1, 2021 | Deep LearningOpen-Ended Question Answering | —Unverified | 0 |
| Deep Learning Solution of the Eigenvalue Problem for Differential Operators | Jan 1, 2021 | Deep Learning | —Unverified | 0 |
| On Batch-size Selection for Stochastic Training for Graph Neural Networks | Jan 1, 2021 | Deep Learning | —Unverified | 0 |
| Self-supervised Bayesian Deep Learning for Image Denoising | Jan 1, 2021 | Deep LearningDenoising | —Unverified | 0 |
| An Unsupervised Deep Learning Approach for Real-World Image Denoising | Jan 1, 2021 | DecoderDeep Learning | CodeCode Available | 1 |
| A Simple Sparse Denoising Layer for Robust Deep Learning | Jan 1, 2021 | Deep LearningDenoising | —Unverified | 0 |
| Model information as an analysis tool in deep learning | Jan 1, 2021 | Deep Learning | —Unverified | 0 |
| A New Variant of Stochastic Heavy ball Optimization Method for Deep Learning | Jan 1, 2021 | Deep Learning | —Unverified | 0 |
| Towards Practical Second Order Optimization for Deep Learning | Jan 1, 2021 | Click-Through Rate PredictionCPU | —Unverified | 0 |
| Descending through a Crowded Valley — Benchmarking Deep Learning Optimizers | Jan 1, 2021 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Physics-Informed Deep Learning of Incompressible Fluid Dynamics | Jan 1, 2021 | Deep Learning | —Unverified | 0 |
| Adaptive Optimizers with Sparse Group Lasso | Jan 1, 2021 | Deep Learning | —Unverified | 0 |
| AutoCleansing: Unbiased Estimation of Deep Learning with Mislabeled Data | Jan 1, 2021 | Deep Learning | —Unverified | 0 |
| A Simple and Effective Baseline for Out-of-Distribution Detection using Abstention | Jan 1, 2021 | Deep LearningOut-of-Distribution Detection | —Unverified | 0 |