| DeepReduce: A Sparse-tensor Communication Framework for Federated Deep Learning | May 21, 2021 | Deep Learning | CodeCode Available | 1 |
| What Breaks The Curse of Dimensionality in Deep Learning? | May 21, 2021 | Deep LearningOpen-Ended Question Answering | —Unverified | 0 |
| Understanding Uncertainty in Bayesian Deep Learning | May 21, 2021 | Deep Learningregression | —Unverified | 0 |
| Towards Realization of Augmented Intelligence in Dermatology: Advances and Future Directions | May 21, 2021 | Binary ClassificationDeep Learning | —Unverified | 0 |
| Deep Learning-based Implicit CSI Feedback in Massive MIMO | May 21, 2021 | Deep Learning | —Unverified | 0 |
| Embracing New Techniques in Deep Learning for Estimating Image Memorability | May 21, 2021 | Deep Learning | CodeCode Available | 1 |
| Joint Triplet Autoencoder for Histopathological Colon Cancer Nuclei Retrieval | May 21, 2021 | Deep LearningImage Retrieval | —Unverified | 0 |
| Document Domain Randomization for Deep Learning Document Layout Extraction | May 20, 2021 | Deep LearningDocument Layout Analysis | —Unverified | 0 |
| Semantic segmentation of multispectral photoacoustic images using deep learning | May 20, 2021 | Deep LearningSegmentation | —Unverified | 0 |
| TF-IDF vs Word Embeddings for Morbidity Identification in Clinical Notes: An Initial Study | May 20, 2021 | Deep LearningWord Embeddings | CodeCode Available | 0 |
| Unsupervised learning of text line segmentation by differentiating coarse patterns | May 19, 2021 | Deep LearningSegmentation | —Unverified | 0 |
| A Lightweight Privacy-Preserving Scheme Using Label-based Pixel Block Mixing for Image Classification in Deep Learning | May 19, 2021 | Data AugmentationDeep Learning | CodeCode Available | 0 |
| Tool- and Domain-Agnostic Parameterization of Style Transfer Effects Leveraging Pretrained Perceptual Metrics | May 19, 2021 | Deep LearningStyle Transfer | —Unverified | 0 |
| Deep Learning Radio Frequency Signal Classification with Hybrid Images | May 19, 2021 | ClassificationDeep Learning | —Unverified | 0 |
| Copyright in Generative Deep Learning | May 19, 2021 | Code GenerationDeep Learning | —Unverified | 0 |
| Deep learning for solution and inversion of structural mechanics and vibrations | May 18, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| A parameter refinement method for Ptychography based on Deep Learning concepts | May 18, 2021 | Deep LearningPosition | —Unverified | 0 |
| Accelerating 3D MULTIPLEX MRI Reconstruction with Deep Learning | May 17, 2021 | Deep LearningMRI Reconstruction | —Unverified | 0 |
| Cardiac Functional Analysis with Cine MRI via Deep Learning Reconstruction | May 17, 2021 | Deep Learning | —Unverified | 0 |
| How Deep is your Learning: the DL-HARD Annotated Deep Learning Dataset | May 17, 2021 | Deep Learning | CodeCode Available | 1 |
| Unsupervised Deep Learning Methods for Biological Image Reconstruction and Enhancement | May 17, 2021 | Deep LearningImage Reconstruction | —Unverified | 0 |
| CNN-based Approaches For Cross-Subject Classification in Motor Imagery: From The State-of-The-Art to DynamicNet | May 17, 2021 | Brain Computer InterfaceDeep Learning | CodeCode Available | 1 |
| Deep Learning Models in Software Requirements Engineering | May 17, 2021 | Deep LearningSentence | —Unverified | 0 |
| Is the aspect ratio of cells important in deep learning? A robust comparison of deep learning methods for multi-scale cytopathology cell image classification: from convolutional neural networks to visual transformers | May 16, 2021 | Deep Learningimage-classification | —Unverified | 0 |
| SLGPT: Using Transfer Learning to Directly Generate Simulink Model Files and Find Bugs in the Simulink Toolchain | May 16, 2021 | Deep LearningTransfer Learning | CodeCode Available | 0 |
| Protein sequence-to-structure learning: Is this the end(-to-end revolution)? | May 16, 2021 | Deep LearningProtein Structure Prediction | —Unverified | 0 |
| An Effective Baseline for Robustness to Distributional Shift | May 15, 2021 | Deep LearningOut-of-Distribution Detection | CodeCode Available | 0 |
| Empirical Analysis of Image Caption Generation using Deep Learning | May 14, 2021 | Caption GenerationDecoder | —Unverified | 0 |
| Visual analogy: Deep learning versus compositional models | May 14, 2021 | Deep LearningRelation Network | —Unverified | 0 |
| Partitioned Deep Learning of Fluid-Structure Interaction | May 14, 2021 | Deep Learning | —Unverified | 0 |
| Sparsity-Probe: Analysis tool for Deep Learning Models | May 14, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Deep Learning Based RIS Channel Extrapolation with Element-grouping | May 14, 2021 | Deep Learning | —Unverified | 0 |
| Priors in Bayesian Deep Learning: A Review | May 14, 2021 | Bayesian InferenceDeep Learning | —Unverified | 0 |
| Stochastic-Shield: A Probabilistic Approach Towards Training-Free Adversarial Defense in Quantized CNNs | May 13, 2021 | Adversarial DefenseDeep Learning | —Unverified | 0 |
| HiDeNN-PGD: reduced-order hierarchical deep learning neural networks | May 13, 2021 | Deep Learning | —Unverified | 0 |
| Interval Deep Learning for Uncertainty Quantification in Safety Applications | May 13, 2021 | Deep LearningUncertainty Quantification | —Unverified | 0 |
| A Fast Deep Learning Network for Automatic Image Auto-Straightening | May 12, 2021 | Deep Learning | —Unverified | 0 |
| Deep Convolutional Neural Network Applied to Electroencephalography: Raw Data vs Spectral Features | May 11, 2021 | ClassificationDeep Learning | CodeCode Available | 0 |
| Image Classification with Classic and Deep Learning Techniques | May 11, 2021 | ClassificationDeep Learning | CodeCode Available | 0 |
| Uncover Common Facial Expressions in Terracotta Warriors: A Deep Learning Approach | May 11, 2021 | Deep Learning | —Unverified | 0 |
| Adversarial examples attack based on random warm restart mechanism and improved Nesterov momentum | May 10, 2021 | Adversarial RobustnessDeep Learning | —Unverified | 0 |
| Differentially Private Transferrable Deep Learning with Membership-Mappings | May 10, 2021 | Deep LearningMulti-Task Learning | —Unverified | 0 |
| Personalized Popular Music Generation Using Imitation and Structure | May 10, 2021 | Deep LearningMusic Generation | —Unverified | 0 |
| Scaffolding Simulations with Deep Learning for High-dimensional Deconvolution | May 10, 2021 | Deep Learningparameter estimation | —Unverified | 0 |
| The Modern Mathematics of Deep Learning | May 9, 2021 | Deep LearningLearning Theory | —Unverified | 0 |
| Photometric space object classification via deep learning algorithms | May 8, 2021 | ClassificationClassification with Binary Neural Network | —Unverified | 0 |
| Adaptive Latent Space Tuning for Non-Stationary Distributions | May 8, 2021 | DecoderDeep Learning | —Unverified | 0 |
| Business Entity Matching with Siamese Graph Convolutional Networks | May 8, 2021 | Data IntegrationDeep Learning | —Unverified | 0 |
| Building and benchmarking an Arabic Speech Commands dataset for small-footprint keyword spotting | May 7, 2021 | BenchmarkingDeep Learning | CodeCode Available | 0 |
| Human-Aided Saliency Maps Improve Generalization of Deep Learning | May 7, 2021 | Deep Learning | —Unverified | 0 |