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| Deep Learning Hamiltonian Monte Carlo | May 7, 2021 | Deep Learning | CodeCode Available | 1 |
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| Neural Algorithmic Reasoning | May 6, 2021 | Deep Learning | —Unverified | 0 |
| Challenges and Obstacles Towards Deploying Deep Learning Models on Mobile Devices | May 6, 2021 | Autonomous VehiclesDeep Learning | —Unverified | 0 |
| Security Vulnerability Detection Using Deep Learning Natural Language Processing | May 6, 2021 | Deep LearningTransfer Learning | —Unverified | 0 |
| SkyCam: A Dataset of Sky Images and their Irradiance values | May 6, 2021 | Deep Learning | CodeCode Available | 1 |
| Deep Polarization Imaging for 3D shape and SVBRDF Acquisition | May 6, 2021 | Deep Learning | —Unverified | 0 |
| Deep Learning for Needle Detection in a Cannulation Simulator | May 5, 2021 | Deep Learning | CodeCode Available | 0 |
| Genetic Algorithms For Extractive Summarization | May 5, 2021 | Deep LearningExtractive Summarization | —Unverified | 0 |
| Impact of individual rater style on deep learning uncertainty in medical imaging segmentation | May 5, 2021 | Deep LearningMedical Image Segmentation | —Unverified | 0 |
| Moving SLAM: Fully Unsupervised Deep Learning in Non-Rigid Scenes | May 5, 2021 | 3D geometryDeep Learning | —Unverified | 0 |
| DeepSMOTE: Fusing Deep Learning and SMOTE for Imbalanced Data | May 5, 2021 | DecoderDeep Learning | CodeCode Available | 1 |
| Some open questions on morphological operators and representations in the deep learning era | May 4, 2021 | Deep Learning | —Unverified | 0 |
| 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 |
| Bring Your Own Codegen to Deep Learning Compiler | May 3, 2021 | Code GenerationDeep Learning | —Unverified | 0 |
| Fully Learnable Deep Wavelet Transform for Unsupervised Monitoring of High-Frequency Time Series | May 3, 2021 | Deep LearningDenoising | —Unverified | 0 |
| Weakly supervised deep learning-based intracranial hemorrhage localization | May 3, 2021 | Deep LearningMultiple Instance Learning | CodeCode Available | 0 |
| Improving Landslide Detection on SAR Data through Deep Learning | May 3, 2021 | Change DetectionDeep Learning | —Unverified | 0 |
| Automated Estimation of Total Lung Volume using Chest Radiographs and Deep Learning | May 3, 2021 | Deep Learning | —Unverified | 0 |
| A novel hybrid methodology of measuring sentence similarity | May 3, 2021 | Deep LearningSentence | CodeCode Available | 0 |
| OpTorch: Optimized deep learning architectures for resource limited environments | May 3, 2021 | Deep Learning | CodeCode Available | 0 |
| One Detector to Rule Them All: Towards a General Deepfake Attack Detection Framework | May 1, 2021 | AllDeep Learning | CodeCode Available | 1 |
| A Deep Learning Framework for Lifelong Machine Learning | May 1, 2021 | BIG-bench Machine LearningContinual Learning | —Unverified | 0 |
| A Physics-Constrained Deep Learning Model for Simulating Multiphase Flow in 3D Heterogeneous Porous Media | Apr 30, 2021 | Deep Learning | —Unverified | 0 |
| Faster Meta Update Strategy for Noise-Robust Deep Learning | Apr 30, 2021 | Deep LearningImage Classification | CodeCode Available | 1 |
| Deep learning with self-supervision and uncertainty regularization to count fish in underwater images | Apr 30, 2021 | Crowd CountingDecision Making | CodeCode Available | 1 |
| Deep learning neural networks for the third-order nonlinear Schrodinger equation: Solitons, breathers, and rogue waves | Apr 30, 2021 | Deep Learning | —Unverified | 0 |
| Memory-Efficient Deep Learning Inference in Trusted Execution Environments | Apr 30, 2021 | Deep LearningQuantization | —Unverified | 0 |
| Deep Learning Based Steel Pipe Weld Defect Detection | Apr 30, 2021 | Deep LearningDefect Detection | CodeCode Available | 1 |
| Learning Models for Suicide Prediction from Social Media Posts | 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 |
| MongeNet: Efficient Sampler for Geometric Deep Learning | Apr 29, 2021 | Deep Learning | CodeCode Available | 1 |
| NURBS-Diff: A Differentiable Programming Module for NURBS | Apr 29, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Modelling Urban Dynamics with Multi-Modal Graph Convolutional Networks | Apr 29, 2021 | Deep Learning | —Unverified | 0 |
| A Study of the Mathematics of Deep Learning | Apr 28, 2021 | Deep Learning | CodeCode Available | 0 |
| MeerCRAB: MeerLICHT Classification of Real and Bogus Transients using Deep Learning | Apr 28, 2021 | ClassificationDeep Learning | CodeCode Available | 0 |
| Adaptive Channel Estimation Based on Model-Driven Deep Learning for Wideband mmWave Systems | Apr 28, 2021 | Deep Learning | —Unverified | 0 |
| A Deep Learning Object Detection Method for an Efficient Clusters Initialization | Apr 28, 2021 | ClusteringDeep 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 |
| PyTorch Tabular: A Framework for Deep Learning with Tabular Data | Apr 28, 2021 | Deep Learning | —Unverified | 0 |
| Deep Learning Body Region Classification of MRI and CT examinations | Apr 28, 2021 | ClassificationDeep Learning | —Unverified | 0 |
| Exploring Uncertainty in Deep Learning for Construction of Prediction Intervals | Apr 27, 2021 | Deep LearningPrediction | —Unverified | 0 |
| Geometric Deep Learning: Grids, Groups, Graphs, Geodesics, and Gauges | Apr 27, 2021 | Deep LearningProtein Folding | CodeCode Available | 2 |
| A Survey Of Regression Algorithms And Connections With Deep Learning | Apr 26, 2021 | Deep Learningregression | —Unverified | 0 |
| Appearance-based Gaze Estimation With Deep Learning: A Review and Benchmark | Apr 26, 2021 | Deep LearningGaze Estimation | CodeCode Available | 1 |
| Synthetic 3D Data Generation Pipeline for Geometric Deep Learning in Architecture | Apr 26, 2021 | Deep LearningSynthetic Data Generation | CodeCode Available | 1 |
| 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 |
| Predicting Adversary Lateral Movement Patterns with Deep Learning | Apr 23, 2021 | Deep Learning | —Unverified | 0 |