| Envisioning Future Deep Learning Theories: Some Basic Concepts and Characteristics | Dec 17, 2021 | Deep LearningLearning Theory | —Unverified | 0 |
| Learned Half-Quadratic Splitting Network for MR Image Reconstruction | Dec 17, 2021 | Deep LearningImage Reconstruction | CodeCode Available | 1 |
| Deep Learning for Spatiotemporal Modeling of Urbanization | Dec 17, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Automated Deep Learning: Neural Architecture Search Is Not the End | Dec 16, 2021 | Deep LearningMachine Translation | CodeCode Available | 2 |
| Machine Learning-Accelerated Computational Solid Mechanics: Application to Linear Elasticity | Dec 16, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| An Audio-Visual Dataset and Deep Learning Frameworks for Crowded Scene Classification | Dec 16, 2021 | Deep LearningScene Classification | CodeCode Available | 0 |
| A Deep Learning Approach for Ontology Enrichment from Unstructured Text | Dec 16, 2021 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Interference Suppression Using Deep Learning: Current Approaches and Open Challenges | Dec 16, 2021 | Deep Learning | —Unverified | 0 |
| FIgLib & SmokeyNet: Dataset and Deep Learning Model for Real-Time Wildland Fire Smoke Detection | Dec 16, 2021 | Deep Learning | —Unverified | 0 |
| Responsive parallelized architecture for deploying deep learning models in production environments | Dec 15, 2021 | Deep Learningnamed-entity-recognition | —Unverified | 0 |
| Torch.fx: Practical Program Capture and Transformation for Deep Learning in Python | Dec 15, 2021 | Deep Learning | —Unverified | 0 |
| MissMarple : A Novel Socio-inspired Feature-transfer Learning Deep Network for Image Splicing Detection | Dec 15, 2021 | Deep LearningTransfer Learning | —Unverified | 0 |
| Interpretable Knowledge Tracing: Simple and Efficient Student Modeling with Causal Relations | Dec 15, 2021 | Deep LearningDiagnostic | CodeCode Available | 1 |
| RA V-Net: Deep learning network for automated liver segmentation | Dec 15, 2021 | Deep LearningLiver Segmentation | —Unverified | 0 |
| Calibrated and Sharp Uncertainties in Deep Learning via Density Estimation | Dec 14, 2021 | Deep LearningDensity Estimation | —Unverified | 0 |
| Improving COVID-19 CXR Detection with Synthetic Data Augmentation | Dec 14, 2021 | Data AugmentationDeep Learning | —Unverified | 0 |
| Accelerating Deep Learning Classification with Error-controlled Approximate-key Caching | Dec 13, 2021 | ClassificationDeep Learning | —Unverified | 0 |
| CSI Feedback with Model-Driven Deep Learning of Massive MIMO Systems | Dec 13, 2021 | Deep Learning | —Unverified | 0 |
| Visualising and Explaining Deep Learning Models for Speech Quality Prediction | Dec 12, 2021 | Deep Learning | —Unverified | 0 |
| A Survey on Societal Event Forecasting with Deep Learning | Dec 12, 2021 | Decision MakingDeep Learning | —Unverified | 0 |
| Neural Attention Models in Deep Learning: Survey and Taxonomy | Dec 11, 2021 | Deep LearningPhilosophy | —Unverified | 0 |
| Concept Representation Learning with Contrastive Self-Supervised Learning | Dec 10, 2021 | class-incremental learningClass Incremental Learning | —Unverified | 0 |
| A Deep Learning Based Automated Hand Hygiene Training System | Dec 10, 2021 | Deep Learning | —Unverified | 0 |
| The Peril of Popular Deep Learning Uncertainty Estimation Methods | Dec 9, 2021 | Deep Learning | CodeCode Available | 0 |
| One-dimensional Deep Low-rank and Sparse Network for Accelerated MRI | Dec 9, 2021 | Deep Learning | —Unverified | 0 |
