| Algebraically-Informed Deep Networks (AIDN): A Deep Learning Approach to Represent Algebraic Structures | Dec 2, 2020 | Deep Learning | CodeCode Available | 0 |
| Second-Order Guarantees in Federated Learning | Dec 2, 2020 | Deep LearningFederated Learning | —Unverified | 0 |
| Leveraging Uncertainty from Deep Learning for Trustworthy Materials Discovery Workflows | Dec 2, 2020 | Deep LearningGeneral Classification | —Unverified | 0 |
| AutoSync: Learning to Synchronize for Data-Parallel Distributed Deep Learning | Dec 1, 2020 | Deep LearningTransfer Learning | —Unverified | 0 |
| Deep Learning-Based Arrhythmia Detection Using RR-Interval Framed Electrocardiograms | Dec 1, 2020 | Arrhythmia DetectionDeep Learning | —Unverified | 0 |
| Deep dynamic modeling with just two time points: Can we still allow for individual trajectories? | Dec 1, 2020 | Deep Learning | CodeCode Available | 0 |
| Edge Deep Learning for Neural Implants | Dec 1, 2020 | Deep LearningEEG | —Unverified | 0 |
| Hate Speech Detection in Saudi Twittersphere: A Deep Learning Approach | Dec 1, 2020 | Deep LearningHate Speech Detection | —Unverified | 0 |
| Modality Enriched Neural Network for Metaphor Detection | Dec 1, 2020 | Deep Learning | —Unverified | 0 |
| Deep Ad-hoc Beamforming Based on Speaker Extraction for Target-Dependent Speech Separation | Dec 1, 2020 | channel selectionDeep Learning | —Unverified | 0 |
| A graph similarity for deep learning | Dec 1, 2020 | Deep LearningGraph Classification | —Unverified | 0 |
| Multifaceted Uncertainty Estimation for Label-Efficient Deep Learning | Dec 1, 2020 | Deep Learning | —Unverified | 0 |
| TAC at SemEval-2020 Task 12: Ensembling Approach for Multilingual Offensive Language Identification in Social Media | Dec 1, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| CYUT Team Chinese Grammatical Error Diagnosis System Report in NLPTEA-2020 CGED Shared Task | Dec 1, 2020 | Deep Learning | —Unverified | 0 |
| How to fine-tune deep neural networks in few-shot learning? | Dec 1, 2020 | Deep LearningFew-Shot Learning | —Unverified | 0 |
| MEG Source Localization via Deep Learning | Dec 1, 2020 | Deep Learning | —Unverified | 0 |
| On the universality of deep learning | Dec 1, 2020 | Deep Learning | —Unverified | 0 |
| Regularized Graph Convolutional Networks for Short Text Classification | Dec 1, 2020 | ClassificationDeep Learning | —Unverified | 0 |
| Arabic Dialect Identification Using BERT Fine-Tuning | Dec 1, 2020 | Deep LearningDialect Identification | CodeCode Available | 0 |
| Normalizing Kalman Filters for Multivariate Time Series Analysis | Dec 1, 2020 | Deep LearningState Space Models | —Unverified | 0 |
| Geometric Deep Learning Models for Linking Character Names in Novels | Dec 1, 2020 | Deep Learning | —Unverified | 0 |
| Inductive Biases for Deep Learning of Higher-Level Cognition | Nov 30, 2020 | Deep LearningSystematic Generalization | —Unverified | 0 |
| Scale-covariant and scale-invariant Gaussian derivative networks | Nov 30, 2020 | Deep Learningimage-classification | —Unverified | 0 |
| Sparse-View Spectral CT Reconstruction Using Deep Learning | Nov 30, 2020 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Towards Auditability for Fairness in Deep Learning | Nov 30, 2020 | Deep LearningFairness | —Unverified | 0 |
| Depression Status Estimation by Deep Learning based Hybrid Multi-Modal Fusion Model | Nov 30, 2020 | Deep LearningMisconceptions | —Unverified | 0 |
| Incremental Learning via Rate Reduction | Nov 30, 2020 | Deep LearningIncremental Learning | —Unverified | 0 |
| Value Function Based Performance Optimization of Deep Learning Workloads | Nov 30, 2020 | Deep LearningScheduling | —Unverified | 0 |
| A Deep Learning Approach for Predicting Spatiotemporal Dynamics From Sparsely Observed Data | Nov 30, 2020 | Deep Learning | —Unverified | 0 |
| Fast, Self Supervised, Fully Convolutional Color Normalization of H&E Stained Images | Nov 30, 2020 | Color NormalizationDeep Learning | —Unverified | 0 |
| CNN-based Lung CT Registration with Multiple Anatomical Constraints | Nov 29, 2020 | Deep LearningImage Registration | —Unverified | 0 |
| Retrospective Motion Correction of MR Images using Prior-Assisted Deep Learning | Nov 28, 2020 | Deep Learning | CodeCode Available | 0 |
| Predicting cardiovascular risk from national administrative databases using a combined survival analysis and deep learning approach | Nov 28, 2020 | Deep LearningSurvival Analysis | —Unverified | 0 |
| Deep Learning for Regularization Prediction in Diffeomorphic Image Registration | Nov 28, 2020 | Deep LearningImage Registration | —Unverified | 0 |
| Scalable Deep-Learning-Accelerated Topology Optimization for Additively Manufactured Materials | Nov 28, 2020 | Deep Learning | —Unverified | 0 |
| A Backward SDE Method for Uncertainty Quantification in Deep Learning | Nov 28, 2020 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| AdS/Deep-Learning made easy: simple examples | Nov 27, 2020 | Deep Learning | —Unverified | 0 |
| Robust Attacks on Deep Learning Face Recognition in the Physical World | Nov 27, 2020 | Deep LearningFace Recognition | —Unverified | 0 |
| Gradient Descent for Deep Matrix Factorization: Dynamics and Implicit Bias towards Low Rank | Nov 27, 2020 | Deep LearningDenoising | —Unverified | 0 |
| Trends in deep learning for medical hyperspectral image analysis | Nov 27, 2020 | Deep LearningHyperspectral image analysis | —Unverified | 0 |
| Towards better heartbeat segmentation with deep learning classification | Nov 26, 2020 | ClassificationDeep Learning | CodeCode Available | 0 |
| Deep Learning-based Resource Allocation For Device-to-Device Communication | Nov 25, 2020 | Deep Learning | —Unverified | 0 |
| Ranking Deep Learning Generalization using Label Variation in Latent Geometry Graphs | Nov 25, 2020 | Deep Learning | CodeCode Available | 0 |
| Bringing AI To Edge: From Deep Learning's Perspective | Nov 25, 2020 | Deep LearningEdge-computing | —Unverified | 0 |
| KShapeNet: Riemannian network on Kendall shape space for Skeleton based Action Recognition | Nov 24, 2020 | Action RecognitionDeep Learning | —Unverified | 0 |
| The Interpretable Dictionary in Sparse Coding | Nov 24, 2020 | Deep Learning | —Unverified | 0 |
| Fully Automated Mitral Inflow Doppler Analysis Using Deep Learning | Nov 24, 2020 | Deep LearningDiagnostic | —Unverified | 0 |
| Benchmarking Inference Performance of Deep Learning Models on Analog Devices | Nov 24, 2020 | BenchmarkingDeep Learning | —Unverified | 0 |
| A deep learning-based ODE solver for chemical kinetics | Nov 24, 2020 | CPUDeep Learning | —Unverified | 0 |
| Blind deblurring for microscopic pathology images using deep learning networks | Nov 24, 2020 | DeblurringDecoder | —Unverified | 0 |