| Benchmarking Robustness of Deep Learning Classifiers Using Two-Factor Perturbation | Mar 2, 2021 | BenchmarkingDeep Learning | CodeCode Available | 0 |
| Deep Learning strategies for ProtoDUNE raw data denoising | Mar 2, 2021 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| A Brief Survey on Deep Learning Based Data Hiding | Mar 2, 2021 | Adversarial AttackDeep Learning | —Unverified | 0 |
| HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline | Mar 2, 2021 | Deep LearningEdge Detection | CodeCode Available | 1 |
| Out-of-the-box deep learning prediction of pharmaceutical properties by broadly learned knowledge-based molecular representations | Mar 1, 2021 | Deep Learning | CodeCode Available | 1 |
| Interpretable Artificial Intelligence through the Lens of Feature Interaction | Mar 1, 2021 | Deep LearningFairness | —Unverified | 0 |
| Deep Bag-of-Sub-Emotions for Depression Detection in Social Media | Mar 1, 2021 | Deep LearningDepression Detection | —Unverified | 0 |
| Deep Learning with a Classifier System: Initial Results | Mar 1, 2021 | Deep LearningHandwritten Digit Recognition | CodeCode Available | 1 |
| CogDL: A Comprehensive Library for Graph Deep Learning | Mar 1, 2021 | Deep LearningGraph Classification | CodeCode Available | 2 |
| Medical Image Segmentation with Limited Supervision: A Review of Deep Network Models | Feb 28, 2021 | Deep LearningImage Segmentation | —Unverified | 0 |
| Deep Learning-based Compressive Beam Alignment in mmWave Vehicular Systems | Feb 27, 2021 | compressed sensingDeep Learning | —Unverified | 0 |
| Spline parameterization of neural network controls for deep learning | Feb 27, 2021 | Deep Learning | —Unverified | 0 |
| Integration of deep learning with expectation maximization for spatial cue based speech separation in reverberant conditions | Feb 26, 2021 | BIG-bench Machine Learningblind source separation | —Unverified | 0 |
| Swift for TensorFlow: A portable, flexible platform for deep learning | Feb 26, 2021 | Deep Learning | —Unverified | 0 |
| Practical and Private (Deep) Learning without Sampling or Shuffling | Feb 26, 2021 | Deep LearningFederated Learning | CodeCode Available | 1 |
| Experiments with Rich Regime Training for Deep Learning | Feb 26, 2021 | Deep LearningInductive Bias | —Unverified | 0 |
| GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging | Feb 26, 2021 | Brain SegmentationData Augmentation | CodeCode Available | 1 |
| Neural Generalization of Multiple Kernel Learning | Feb 26, 2021 | Deep Learning | —Unverified | 0 |
| Tails: Chasing Comets with the Zwicky Transient Facility and Deep Learning | Feb 26, 2021 | Deep LearningSurvey | CodeCode Available | 0 |
| Application of Transfer Learning to Sign Language Recognition using an Inflated 3D Deep Convolutional Neural Network | Feb 25, 2021 | Deep LearningSign Language Recognition | CodeCode Available | 0 |
| Consistent Sparse Deep Learning: Theory and Computation | Feb 25, 2021 | Deep LearningGeneralization Bounds | CodeCode Available | 0 |
| DeepSZ: Identification of Sunyaev-Zel'dovich Galaxy Clusters using Deep Learning | Feb 25, 2021 | Deep Learning | —Unverified | 0 |
| ShuffleUNet: Super resolution of diffusion-weighted MRIs using deep learning | Feb 25, 2021 | Deep LearningImage Super-Resolution | —Unverified | 0 |
| Robust Pollen Imagery Classification with Generative Modeling and Mixup Training | Feb 25, 2021 | ClassificationData Augmentation | —Unverified | 0 |
| Self-Tuning for Data-Efficient Deep Learning | Feb 25, 2021 | Deep LearningTransfer Learning | CodeCode Available | 1 |
