| Subjective Evaluation of Deep Learning Models for Symbolic Music Composition | Mar 28, 2022 | Deep Learning | —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 |
| 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 |
| Video Polyp Segmentation: A Deep Learning Perspective | Mar 27, 2022 | AttributeDeep Learning | CodeCode Available | 2 |
| Deep Learning for Encrypted Traffic Classification and Unknown Data Detection | Mar 25, 2022 | Action DetectionActivity Detection | —Unverified | 0 |
| Deep Learning and Artificial General Intelligence: Still a Long Way to Go | Mar 25, 2022 | Deep Learning | —Unverified | 0 |
| Learning to segment fetal brain tissue from noisy annotations | Mar 25, 2022 | Brain SegmentationDeep Learning | —Unverified | 0 |
| Interpretation of Chest x-rays affected by bullets using deep transfer learning | Mar 25, 2022 | ClassificationDeep 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 |
| Bayesian Deep Learning with Multilevel Trace-class Neural Networks | Mar 24, 2022 | Bayesian InferenceDeep Learning | —Unverified | 0 |
| A Deep Learning Approach to Probabilistic Forecasting of Weather | Mar 23, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| A Deep Learning Framework to Reconstruct Face under Mask | Mar 23, 2022 | Deep LearningGender Classification | CodeCode Available | 1 |
| 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 |
| 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 |
| Breast Cancer Induced Bone Osteolysis Prediction Using Temporal Variational Auto-Encoders | Mar 20, 2022 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| Deep Learning Generalization, Extrapolation, and Over-parameterization | Mar 19, 2022 | Deep Learningimage-classification | —Unverified | 0 |
| Representation-Agnostic Shape Fields | Mar 19, 2022 | Deep Learning | CodeCode Available | 1 |
| 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 |
| Half-Inverse Gradients for Physical Deep Learning | Mar 18, 2022 | Deep Learning | CodeCode Available | 3 |
| 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 |
| Rethinking the optimization process for self-supervised model-driven MRI reconstruction | Mar 18, 2022 | Deep LearningImage Reconstruction | —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 |
| Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces from 3D MRI Scans with Geometric Deep Neural Networks | Mar 17, 2022 | Deep Learning | CodeCode Available | 1 |
| Phased Flight Trajectory Prediction with Deep Learning | Mar 17, 2022 | Decision MakingDeep Learning | —Unverified | 0 |
| Deep Learning for Improving Numerical Weather Prediction of Heavy Rainfall | Mar 16, 2022 | Deep 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 |
| Seamless lightning nowcasting with recurrent-convolutional deep learning | Mar 15, 2022 | Deep Learningobject-detection | CodeCode Available | 1 |
| An explainability framework for cortical surface-based deep learning | Mar 15, 2022 | AnatomyDeep Learning | CodeCode Available | 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 |
| Deep Learning without Shortcuts: Shaping the Kernel with Tailored Rectifiers | Mar 15, 2022 | Deep Learning | CodeCode Available | 1 |
| Deep learning for radar data exploitation of autonomous vehicle | Mar 15, 2022 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| Multigrid-augmented deep learning preconditioners for the Helmholtz equation | Mar 14, 2022 | Data AugmentationDeep Learning | —Unverified | 0 |
| Permutation Invariant Representations with Applications to Graph Deep Learning | Mar 14, 2022 | Deep Learning | —Unverified | 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 |
| Unsupervised Learning Based Focal Stack Camera Depth Estimation | Mar 14, 2022 | Deep LearningDepth Estimation | —Unverified | 0 |
| Food Recipe Recommendation Based on Ingredients Detection Using Deep Learning | Mar 13, 2022 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Combining Deep Learning with Physics Based Features in Explosion-Earthquake Discrimination | Mar 12, 2022 | Deep Learning | —Unverified | 0 |
| Image Style Transfer: from Artistic to Photorealistic | Mar 12, 2022 | Deep LearningStyle Transfer | —Unverified | 0 |
| A survey of underwater acoustic data classification methods using deep learning for shoreline surveillance | Mar 11, 2022 | Data AugmentationDeep Learning | —Unverified | 0 |
| Survey on Automated Short Answer Grading with Deep Learning: from Word Embeddings to Transformers | Mar 11, 2022 | Deep LearningRepresentation Learning | —Unverified | 0 |
| Technologies for AI-Driven Fashion Social Networking Service with E-Commerce | Mar 11, 2022 | Deep LearningRecommendation Systems | —Unverified | 0 |
| PD-Flow: A Point Cloud Denoising Framework with Normalizing Flows | Mar 11, 2022 | Deep LearningDenoising | CodeCode Available | 1 |