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| NaviAirway: a Bronchiole-sensitive Deep Learning-based Airway Segmentation Pipeline | Mar 8, 2022 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Thermodynamics-informed graph neural networks | Mar 3, 2022 | Deep Learning | CodeCode Available | 1 |
| DeepSleep 2.0: Automated Sleep Arousal Segmentation via Deep Learning | Mar 1, 2022 | DecoderDeep Learning | CodeCode Available | 1 |
| Deep, Deep Learning with BART | Feb 28, 2022 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Evaluating High-Order Predictive Distributions in Deep Learning | Feb 28, 2022 | Deep Learningregression | CodeCode Available | 1 |
| Deep Learning for Hate Speech Detection: A Comparative Study | Feb 19, 2022 | Computational EfficiencyDeep Learning | CodeCode Available | 1 |
| MSSNet: Multi-Scale-Stage Network for Single Image Deblurring | Feb 19, 2022 | DeblurringDeep Learning | CodeCode Available | 1 |
| Where Is My Training Bottleneck? Hidden Trade-Offs in Deep Learning Preprocessing Pipelines | Feb 17, 2022 | Deep Learning | CodeCode Available | 1 |
| Multi-task UNet: Jointly Boosting Saliency Prediction and Disease Classification on Chest X-ray Images | Feb 15, 2022 | Deep Learningimage-classification | CodeCode Available | 1 |
| Compute Trends Across Three Eras of Machine Learning | Feb 11, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| A Plug-and-Play Approach to Multiparametric Quantitative MRI: Image Reconstruction using Pre-Trained Deep Denoisers | Feb 10, 2022 | De-aliasingDeep Learning | CodeCode Available | 1 |
| Penalizing Gradient Norm for Efficiently Improving Generalization in Deep Learning | Feb 8, 2022 | Deep Learning | CodeCode Available | 1 |
| DeepCENT: Prediction of Censored Event Time via Deep Learning | Feb 8, 2022 | Deep LearningPrediction | CodeCode Available | 1 |
| MatchMaker: A Deep Learning Framework for Drug Synergy Prediction | Feb 2, 2022 | Deep LearningPrediction | CodeCode Available | 1 |
| LocUNet: Fast Urban Positioning Using Radio Maps and Deep Learning | Feb 1, 2022 | CPUDeep Learning | CodeCode Available | 1 |
| Towards Positive Jacobian: Learn to Postprocess Diffeomorphic Image Registration with Matrix Exponential | Feb 1, 2022 | Deep LearningImage Registration | CodeCode Available | 1 |
| Bounding Training Data Reconstruction in Private (Deep) Learning | Jan 28, 2022 | Deep Learning | CodeCode Available | 1 |
| From data to functa: Your data point is a function and you can treat it like one | Jan 28, 2022 | Deep LearningImputation | CodeCode Available | 1 |
| Ensemble learning priors unfolding for scalable Snapshot Compressive Sensing | Jan 25, 2022 | Compressive SensingDeep Learning | CodeCode Available | 1 |
| Unsupervised Music Source Separation Using Differentiable Parametric Source Models | Jan 24, 2022 | Audio Source SeparationDeep Learning | CodeCode Available | 1 |
| DIVA-DAF: A Deep Learning Framework for Historical Document Image Analysis | Jan 20, 2022 | Deep LearningSemantic Segmentation | CodeCode Available | 1 |
| Disjoint-CNN for Multivariate Time Series Classification | Jan 20, 2022 | ClassificationDeep Learning | CodeCode Available | 1 |
| Near-Optimal Sparse Allreduce for Distributed Deep Learning | Jan 19, 2022 | Deep Learning | CodeCode Available | 1 |
| The GatedTabTransformer. An enhanced deep learning architecture for tabular modeling | Jan 1, 2022 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
