| 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 |
| Deep Learning with a Classifier System: Initial Results | Mar 1, 2021 | Deep LearningHandwritten Digit Recognition | CodeCode Available | 1 |
| 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 |
| Practical and Private (Deep) Learning without Sampling or Shuffling | Feb 26, 2021 | Deep LearningFederated Learning | CodeCode Available | 1 |
| Self-Tuning for Data-Efficient Deep Learning | Feb 25, 2021 | Deep LearningTransfer Learning | CodeCode Available | 1 |
| Automatic Cell Counting in Flourescent Microscopy Using Deep Learning | Feb 24, 2021 | Automatic Cell CountingDeep Learning | CodeCode Available | 1 |
| Deep Learning for Suicide and Depression Identification with Unsupervised Label Correction | Feb 18, 2021 | Deep Learning | CodeCode Available | 1 |
| SRDTI: Deep learning-based super-resolution for diffusion tensor MRI | Feb 17, 2021 | Deep LearningSuper-Resolution | CodeCode Available | 1 |
| The Yin-Yang dataset | Feb 16, 2021 | Deep Learning | CodeCode Available | 1 |
| A Deep-Learning Approach For Direct Whole-Heart Mesh Reconstruction | Feb 16, 2021 | Deep LearningSegmentation | CodeCode Available | 1 |
| Comparison of semi-supervised deep learning algorithms for audio classification | Feb 16, 2021 | Audio ClassificationAudio Tagging | CodeCode Available | 1 |
| CLNet: Complex Input Lightweight Neural Network designed for Massive MIMO CSI Feedback | Feb 15, 2021 | Compressive SensingData Compression | CodeCode Available | 1 |
| Overview of the TREC 2020 deep learning track | Feb 15, 2021 | Deep LearningPassage Retrieval | CodeCode Available | 1 |
| Rotation-Equivariant Deep Learning for Diffusion MRI | Feb 13, 2021 | Deep LearningDiffusion MRI | CodeCode Available | 1 |
| Measuring Robustness in Deep Learning Based Compressive Sensing | Feb 11, 2021 | Compressive SensingDeep Learning | CodeCode Available | 1 |
| COVID-19 detection from scarce chest x-ray image data using few-shot deep learning approach | Feb 11, 2021 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Deep learning architectural designs for super-resolution of noisy images | Feb 9, 2021 | Deep LearningDenoising | CodeCode Available | 1 |
| Quasi-Global Momentum: Accelerating Decentralized Deep Learning on Heterogeneous Data | Feb 9, 2021 | Deep Learning | CodeCode Available | 1 |
| Protecting Intellectual Property of Generative Adversarial Networks from Ambiguity Attack | Feb 8, 2021 | Deep LearningImage Generation | CodeCode Available | 1 |
| Structured Sparsity Inducing Adaptive Optimizers for Deep Learning | Feb 7, 2021 | Deep Learning | CodeCode Available | 1 |
| DeepReduce: A Sparse-tensor Communication Framework for Distributed Deep Learning | Feb 5, 2021 | Deep Learning | CodeCode Available | 1 |
| MudrockNet: Semantic Segmentation of Mudrock SEM Images through Deep Learning | Feb 5, 2021 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Numerical Weather Forecasting using Convolutional-LSTM with Attention and Context Matcher Mechanisms | Feb 1, 2021 | DecoderDeep Learning | CodeCode Available | 1 |
| PyTorch-Hebbian: facilitating local learning in a deep learning framework | Jan 31, 2021 | Deep Learningimage-classification | CodeCode Available | 1 |
| Efficient Graph Deep Learning in TensorFlow with tf_geometric | Jan 27, 2021 | Deep LearningGeneral Classification | CodeCode Available | 1 |
