| Mind the gap: Challenges of deep learning approaches to Theory of Mind | Mar 30, 2022 | Deep Learning | —Unverified | 0 |
| Recognition of polar lows in Sentinel-1 SAR images with deep learning | Mar 30, 2022 | Deep Learning | CodeCode Available | 0 |
| Sensor Data Validation and Driving Safety in Autonomous Driving Systems | Mar 30, 2022 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Identification of diffracted vortex beams at different propagation distances using deep learning | Mar 30, 2022 | Deep Learning | —Unverified | 0 |
| Enhancing Cancer Prediction in Challenging Screen-Detected Incident Lung Nodules Using Time-Series Deep Learning | Mar 30, 2022 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| Physics-informed deep-learning applications to experimental fluid mechanics | Mar 29, 2022 | Data AugmentationDeep Learning | —Unverified | 0 |
| 4Weed Dataset: Annotated Imagery Weeds Dataset | Mar 29, 2022 | Deep Learningimage-classification | —Unverified | 0 |
| Physics-/Model-Based and Data-Driven Methods for Low-Dose Computed Tomography: A survey | Mar 29, 2022 | Deep LearningDenoising | —Unverified | 0 |
| Identification and classification of exfoliated graphene flakes from microscopy images using a hierarchical deep convolutional neural network | Mar 29, 2022 | Deep Learning | —Unverified | 0 |
| Connections between Deep Equilibrium and Sparse Representation Models with Application to Hyperspectral Image Denoising | Mar 29, 2022 | Deep LearningDenoising | —Unverified | 0 |
| Edge Detection and Deep Learning Based SETI Signal Classification Method | Mar 29, 2022 | ClassificationDeep Learning | —Unverified | 0 |
| A Deep Learning Technique using a Sequence of Follow Up X-Rays for Disease classification | Mar 28, 2022 | Deep Learning | —Unverified | 0 |
| Iterative, Deep Synthetic Aperture Sonar Image Segmentation | Mar 28, 2022 | Deep LearningImage Segmentation | —Unverified | 0 |
| Limited Parameter Denoising for Low-dose X-ray Computed Tomography Using Deep Reinforcement Learning | Mar 28, 2022 | Deep LearningDeep Reinforcement Learning | —Unverified | 0 |
| Neurosymbolic hybrid approach to driver collision warning | Mar 28, 2022 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| Toward Deep Learning Based Access Control | Mar 28, 2022 | Deep Learning | —Unverified | 0 |
| Subjective Evaluation of Deep Learning Models for Symbolic Music Composition | Mar 28, 2022 | Deep Learning | —Unverified | 0 |
| MixNN: A design for protecting deep learning models | Mar 28, 2022 | Deep Learning | —Unverified | 0 |
| A General Survey on Attention Mechanisms in Deep Learning | Mar 27, 2022 | Deep LearningSurvey | —Unverified | 0 |
| Interpretation of Chest x-rays affected by bullets using deep transfer learning | Mar 25, 2022 | ClassificationDeep Learning | —Unverified | 0 |
| Deep Learning for Encrypted Traffic Classification and Unknown Data Detection | Mar 25, 2022 | Action DetectionActivity Detection | —Unverified | 0 |
| Learning to segment fetal brain tissue from noisy annotations | Mar 25, 2022 | Brain SegmentationDeep Learning | —Unverified | 0 |
| Deep Learning and Artificial General Intelligence: Still a Long Way to Go | Mar 25, 2022 | Deep Learning | —Unverified | 0 |
| Bayesian Deep Learning with Multilevel Trace-class Neural Networks | Mar 24, 2022 | Bayesian InferenceDeep Learning | —Unverified | 0 |
| Interpretability of Neural Network With Physiological Mechanisms | Mar 24, 2022 | Deep Learning | —Unverified | 0 |
| Locally Asynchronous Stochastic Gradient Descent for Decentralised Deep Learning | Mar 24, 2022 | Deep Learningimage-classification | —Unverified | 0 |
| A Deep Learning Approach to Probabilistic Forecasting of Weather | Mar 23, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Physics-Driven Deep Learning for Computational Magnetic Resonance Imaging | Mar 23, 2022 | Deep LearningMRI Reconstruction | —Unverified | 0 |
| Longitudinal Self-Supervision for COVID-19 Pathology Quantification | Mar 21, 2022 | Deep LearningSelf-Supervised Learning | —Unverified | 0 |
| Physics-driven Synthetic Data Learning for Biomedical Magnetic Resonance | Mar 21, 2022 | Deep Learning | —Unverified | 0 |
| Breast Cancer Induced Bone Osteolysis Prediction Using Temporal Variational Auto-Encoders | Mar 20, 2022 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| Deep Learning based Intelligent Coin-tap Test for Defect Recognition | Mar 20, 2022 | Deep LearningDomain Adaptation | CodeCode Available | 0 |
| Towards Structuring Real-World Data at Scale: Deep Learning for Extracting Key Oncology Information from Clinical Text with Patient-Level Supervision | Mar 20, 2022 | Deep LearningSentence | —Unverified | 0 |
| Deep Learning Generalization, Extrapolation, and Over-parameterization | Mar 19, 2022 | Deep Learningimage-classification | —Unverified | 0 |
| Rethinking the optimization process for self-supervised model-driven MRI reconstruction | Mar 18, 2022 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Analyzing EEG Data with Machine and Deep Learning: A Benchmark | Mar 18, 2022 | Deep LearningEEG | —Unverified | 0 |
| On the Generalization Mystery in Deep Learning | Mar 18, 2022 | Deep LearningMemorization | —Unverified | 0 |
| Performance of Deep Learning models with transfer learning for multiple-step-ahead forecasts in monthly time series | Mar 18, 2022 | Deep LearningTime Series | —Unverified | 0 |
| Constitutive model characterization and discovery using physics-informed deep learning | Mar 18, 2022 | Deep Learning | —Unverified | 0 |
| Progressive Subsampling for Oversampled Data -- Application to Quantitative MRI | Mar 17, 2022 | Deep LearningNeural Architecture Search | CodeCode Available | 0 |
| Phased Flight Trajectory Prediction with Deep Learning | Mar 17, 2022 | Decision MakingDeep Learning | —Unverified | 0 |
| Playing with blocks: Toward re-usable deep learning models for side-channel profiled attacks | Mar 16, 2022 | Deep LearningSide Channel Analysis | —Unverified | 0 |
| Deep Learning for Improving Numerical Weather Prediction of Heavy Rainfall | Mar 16, 2022 | Deep Learning | —Unverified | 0 |
| Towards understanding deep learning with the natural clustering prior | Mar 15, 2022 | ClusteringDeep Learning | —Unverified | 0 |
| Parking Analytics Framework using Deep Learning | Mar 15, 2022 | Deep Learningvehicle detection | —Unverified | 0 |
| An explainability framework for cortical surface-based deep learning | Mar 15, 2022 | AnatomyDeep Learning | CodeCode Available | 0 |
| A Novel Perspective to Look At Attention: Bi-level Attention-based Explainable Topic Modeling for News Classification | Mar 14, 2022 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Multigrid-augmented deep learning preconditioners for the Helmholtz equation | Mar 14, 2022 | Data AugmentationDeep Learning | —Unverified | 0 |
| Unsupervised Learning Based Focal Stack Camera Depth Estimation | Mar 14, 2022 | Deep LearningDepth Estimation | —Unverified | 0 |
| Permutation Invariant Representations with Applications to Graph Deep Learning | Mar 14, 2022 | Deep Learning | —Unverified | 0 |