| Adversarial confound regression and uncertainty measurements to classify heterogeneous clinical MRI in Mass General Brigham | May 5, 2022 | Deep LearningDiagnostic | CodeCode Available | 0 |
| A Deep Learning Approach to Dst Index Prediction | May 5, 2022 | Bayesian InferenceDeep Learning | —Unverified | 0 |
| Model-Based Deep Learning: On the Intersection of Deep Learning and Optimization | May 5, 2022 | Decision MakingDeep Learning | —Unverified | 0 |
| Atlas-powered deep learning (ADL) -- application to diffusion weighted MRI | May 5, 2022 | Deep Learning | —Unverified | 0 |
| DropTrack -- automatic droplet tracking using deep learning for microfluidic applications | May 5, 2022 | Deep LearningObject | —Unverified | 0 |
| Demo Abstract: Capuchin: A Neural Network Model Generator for 16-bit Microcontrollers | May 4, 2022 | Deep Learning | CodeCode Available | 0 |
| NN-EUCLID: deep-learning hyperelasticity without stress data | May 4, 2022 | Deep Learning | CodeCode Available | 1 |
| DeepFD: Automated Fault Diagnosis and Localization for Deep Learning Programs | May 4, 2022 | Deep LearningFault Diagnosis | CodeCode Available | 1 |
| Homography-Based Loss Function for Camera Pose Regression | May 4, 2022 | Deep Learningregression | CodeCode Available | 1 |
| Application of belief functions to medical image segmentation: A review | May 3, 2022 | Deep LearningImage Segmentation | —Unverified | 0 |
| A Comprehensive Survey of Image Augmentation Techniques for Deep Learning | May 3, 2022 | Deep LearningImage Augmentation | —Unverified | 0 |
| RLFlow: Optimising Neural Network Subgraph Transformation with World Models | May 3, 2022 | Deep LearningModel-based Reinforcement Learning | CodeCode Available | 0 |
| Deep Learning in Multimodal Remote Sensing Data Fusion: A Comprehensive Review | May 3, 2022 | Deep LearningEarth Observation | —Unverified | 0 |
| A Survey of Deep Learning Models for Structural Code Understanding | May 3, 2022 | Deep Learning | CodeCode Available | 1 |
| On the generalization capabilities of FSL methods through domain adaptation: a case study in endoscopic kidney stone image classification | May 2, 2022 | Deep LearningDomain Adaptation | —Unverified | 0 |
| Jack and Masters of all Trades: One-Pass Learning Sets of Model Sets From Large Pre-Trained Models | May 2, 2022 | AllDeep Learning | —Unverified | 0 |
| A Survey on Uncertainty Toolkits for Deep Learning | May 2, 2022 | Deep LearningSurvey | —Unverified | 0 |
| Deep Inductive Logic Reasoning for Multi-Hop Reading Comprehension | May 1, 2022 | Deep LearningMulti-Hop Reading Comprehension | —Unverified | 0 |
| Differentially Private Multivariate Time Series Forecasting of Aggregated Human Mobility With Deep Learning: Input or Gradient Perturbation? | May 1, 2022 | Decision MakingDeep Learning | CodeCode Available | 0 |
| A Simple Approach to Improve Single-Model Deep Uncertainty via Distance-Awareness | May 1, 2022 | Data AugmentationDeep Learning | —Unverified | 0 |
| Deep Learning with Logical Constraints | May 1, 2022 | Deep LearningSurvey | —Unverified | 0 |
| Visualizing and Explaining Language Models | Apr 30, 2022 | Deep LearningLanguage Modeling | —Unverified | 0 |
| Electrocardiographic Deep Learning for Predicting Post-Procedural Mortality | Apr 30, 2022 | Deep Learning | —Unverified | 0 |
| StorSeismic: A new paradigm in deep learning for seismic processing | Apr 30, 2022 | Deep LearningDenoising | CodeCode Available | 1 |
| Terahertz Spatio-Temporal Deep Learning Computed Tomography | Apr 30, 2022 | Deep LearningSSIM | —Unverified | 0 |
