| An Empirical Review of Deep Learning Frameworks for Change Detection: Model Design, Experimental Frameworks, Challenges and Research Needs | May 4, 2021 | Action RecognitionAnomaly Detection | —Unverified | 0 |
| Weakly supervised deep learning-based intracranial hemorrhage localization | May 3, 2021 | Deep LearningMultiple Instance Learning | CodeCode Available | 0 |
| Bring Your Own Codegen to Deep Learning Compiler | May 3, 2021 | Code GenerationDeep Learning | —Unverified | 0 |
| OpTorch: Optimized deep learning architectures for resource limited environments | May 3, 2021 | Deep Learning | CodeCode Available | 0 |
| Improving Landslide Detection on SAR Data through Deep Learning | May 3, 2021 | Change DetectionDeep Learning | —Unverified | 0 |
| A novel hybrid methodology of measuring sentence similarity | May 3, 2021 | Deep LearningSentence | CodeCode Available | 0 |
| Automated Estimation of Total Lung Volume using Chest Radiographs and Deep Learning | May 3, 2021 | Deep Learning | —Unverified | 0 |
| Fully Learnable Deep Wavelet Transform for Unsupervised Monitoring of High-Frequency Time Series | May 3, 2021 | Deep LearningDenoising | —Unverified | 0 |
| A Deep Learning Framework for Lifelong Machine Learning | May 1, 2021 | BIG-bench Machine LearningContinual Learning | —Unverified | 0 |
| Memory-Efficient Deep Learning Inference in Trusted Execution Environments | Apr 30, 2021 | Deep LearningQuantization | —Unverified | 0 |
| A Physics-Constrained Deep Learning Model for Simulating Multiphase Flow in 3D Heterogeneous Porous Media | Apr 30, 2021 | Deep Learning | —Unverified | 0 |
| Deep learning neural networks for the third-order nonlinear Schrodinger equation: Solitons, breathers, and rogue waves | Apr 30, 2021 | Deep Learning | —Unverified | 0 |
| Learning Models for Suicide Prediction from Social Media Posts | Apr 29, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| NURBS-Diff: A Differentiable Programming Module for NURBS | Apr 29, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| A neural anisotropic view of underspecification in deep learning | Apr 29, 2021 | Deep LearningFairness | —Unverified | 0 |
| Modelling Urban Dynamics with Multi-Modal Graph Convolutional Networks | Apr 29, 2021 | Deep Learning | —Unverified | 0 |
| A Deep Learning Object Detection Method for an Efficient Clusters Initialization | Apr 28, 2021 | ClusteringDeep Learning | —Unverified | 0 |
| Deep Learning Body Region Classification of MRI and CT examinations | Apr 28, 2021 | ClassificationDeep Learning | —Unverified | 0 |
| PyTorch Tabular: A Framework for Deep Learning with Tabular Data | Apr 28, 2021 | Deep Learning | —Unverified | 0 |
| Recent Advances on Non-Line-of-Sight Imaging: Conventional Physical Models, Deep Learning, and New Scenes | Apr 28, 2021 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| A Study of the Mathematics of Deep Learning | Apr 28, 2021 | Deep Learning | CodeCode Available | 0 |
| Adaptive Channel Estimation Based on Model-Driven Deep Learning for Wideband mmWave Systems | Apr 28, 2021 | Deep Learning | —Unverified | 0 |
| MeerCRAB: MeerLICHT Classification of Real and Bogus Transients using Deep Learning | Apr 28, 2021 | ClassificationDeep Learning | CodeCode Available | 0 |
| Exploring Uncertainty in Deep Learning for Construction of Prediction Intervals | Apr 27, 2021 | Deep LearningPrediction | —Unverified | 0 |
| A Survey Of Regression Algorithms And Connections With Deep Learning | Apr 26, 2021 | Deep Learningregression | —Unverified | 0 |
| Explainable AI For COVID-19 CT Classifiers: An Initial Comparison Study | Apr 25, 2021 | Decision MakingDeep Learning | —Unverified | 0 |
| A Survey of Modern Deep Learning based Object Detection Models | Apr 24, 2021 | ClassificationDeep Learning | —Unverified | 0 |
| Deep Multi-Stage CSI Acquisition for Reconfigurable Intelligent Surface Aided MIMO Systems | Apr 23, 2021 | Deep Learning | —Unverified | 0 |
| Predicting Adversary Lateral Movement Patterns with Deep Learning | Apr 23, 2021 | Deep Learning | —Unverified | 0 |
| Deep learning for sentence clustering in essay grading support | Apr 23, 2021 | ClusteringDeep Learning | —Unverified | 0 |
| Semiotic Aggregation in Deep Learning | Apr 22, 2021 | Deep Learning | —Unverified | 0 |
| Meta-learning for skin cancer detection using Deep Learning Techniques | Apr 21, 2021 | Deep LearningMeta-Learning | —Unverified | 0 |
| PocketNet: A Smaller Neural Network for Medical Image Analysis | Apr 21, 2021 | Deep LearningGPU | CodeCode Available | 0 |
| Deep Learning for Click-Through Rate Estimation | Apr 21, 2021 | Deep LearningRecommendation Systems | —Unverified | 0 |
| Automating Visual Blockage Classification of Culverts with Deep Learning | Apr 21, 2021 | ClassificationDeep Learning | —Unverified | 0 |
| Adversarial Training for Deep Learning-based Intrusion Detection Systems | Apr 20, 2021 | Deep LearningIntrusion Detection | —Unverified | 0 |
| Geometric Deep Learning on Anatomical Meshes for the Prediction of Alzheimer's Disease | Apr 20, 2021 | Deep LearningHippocampus | —Unverified | 0 |
| Scalable Bayesian Deep Learning with Kernel Seed Networks | Apr 19, 2021 | Deep Learning | —Unverified | 0 |
| End-to-End Jet Classification of Boosted Top Quarks with the CMS Open Data | Apr 19, 2021 | Deep Learning | —Unverified | 0 |
| Uncertainty Surrogates for Deep Learning | Apr 16, 2021 | Computational EfficiencyDeep Learning | —Unverified | 0 |
| Sync-Switch: Hybrid Parameter Synchronization for Distributed Deep Learning | Apr 16, 2021 | Deep Learning | CodeCode Available | 0 |
| Efficient and Generic 1D Dilated Convolution Layer for Deep Learning | Apr 16, 2021 | CPUDeep Learning | CodeCode Available | 0 |
| Ransomware Detection Using Deep Learning in the SCADA System of Electric Vehicle Charging Station | Apr 15, 2021 | Deep Learning | —Unverified | 0 |
| QuickLoc: Adaptive Deep-Learning for Fast Indoor Localization with Mobile Devices | Apr 15, 2021 | Deep LearningIndoor Localization | —Unverified | 0 |
| Deep Learning-based Online Alternative Product Recommendations at Scale | Apr 15, 2021 | Deep LearningRecommendation Systems | —Unverified | 0 |
| Detecting Operational Adversarial Examples for Reliable Deep Learning | Apr 13, 2021 | Deep Learning | —Unverified | 0 |
| Single Image Depth Estimation: An Overview | Apr 13, 2021 | Deep LearningDepth Estimation | —Unverified | 0 |
| Revisiting Bayesian Autoencoders with MCMC | Apr 13, 2021 | Bayesian InferenceDeep Learning | CodeCode Available | 0 |
| Deep Learning for IoT | Apr 12, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Machine learning and deep learning | Apr 12, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |