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| Rethinking Surgical Instrument Segmentation: A Background Image Can Be All You Need | Jun 23, 2022 | AllDeep Learning | CodeCode Available | 1 |
| Deep Partial Least Squares for Empirical Asset Pricing | Jun 20, 2022 | Deep Learning | CodeCode Available | 1 |
| Self-supervised deep image restoration via adaptive stochastic gradient Langevin dynamics | Jun 19, 2022 | compressed sensingDeep Learning | CodeCode Available | 1 |
| Rethinking Bayesian Deep Learning Methods for Semi-Supervised Volumetric Medical Image Segmentation | Jun 18, 2022 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Multimodal Attention-based Deep Learning for Alzheimer's Disease Diagnosis | Jun 17, 2022 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Identifying Electrocardiogram Abnormalities Using a Handcrafted-Rule-Enhanced Neural Network | Jun 16, 2022 | Clinical KnowledgeDeep Learning | CodeCode Available | 1 |
| Near-Exact Recovery for Tomographic Inverse Problems via Deep Learning | Jun 14, 2022 | compressed sensingComputed Tomography (CT) | CodeCode Available | 1 |
| ATDN vSLAM: An all-through Deep Learning-Based Solution for Visual Simultaneous Localization and Mapping | Jun 13, 2022 | AllAutonomous Driving | CodeCode Available | 1 |
| Unsupervised Deformable Image Registration with Absent Correspondences in Pre-operative and Post-Recurrence Brain Tumor MRI Scans | Jun 8, 2022 | Deep LearningImage Registration | CodeCode Available | 1 |
| WHU-Stereo: A Challenging Benchmark for Stereo Matching of High-Resolution Satellite Images | Jun 6, 2022 | Deep LearningStereo Matching | CodeCode Available | 1 |
| A Survey on Deep Learning based Channel Estimation in Doubly Dispersive Environments | Jun 5, 2022 | Deep Learning | CodeCode Available | 1 |
| Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification | Jun 3, 2022 | Deep LearningFederated Learning | CodeCode Available | 1 |
| ArMATH: a Dataset for Solving Arabic Math Word Problems | Jun 1, 2022 | Deep LearningMath | CodeCode Available | 1 |
| FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation | May 31, 2022 | Deep LearningMulti-Task Learning | CodeCode Available | 1 |
| Going Beyond One-Hot Encoding in Classification: Can Human Uncertainty Improve Model Performance? | May 30, 2022 | Deep Learningimage-classification | CodeCode Available | 1 |
| Group-level Brain Decoding with Deep Learning | May 27, 2022 | Brain DecodingDeep Learning | CodeCode Available | 1 |
| Deep Learning-Based Synchronization for Uplink NB-IoT | May 22, 2022 | BenchmarkingDeep Learning | CodeCode Available | 1 |
| Deep Learning for Omnidirectional Vision: A Survey and New Perspectives | May 21, 2022 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| Pre-Train Your Loss: Easy Bayesian Transfer Learning with Informative Priors | May 20, 2022 | Deep LearningTransfer Learning | CodeCode Available | 1 |
| FiLM: Frequency improved Legendre Memory Model for Long-term Time Series Forecasting | May 18, 2022 | Deep LearningDimensionality Reduction | CodeCode Available | 1 |
| Training Uncertainty-Aware Classifiers with Conformalized Deep Learning | May 12, 2022 | Conformal PredictionDeep Learning | CodeCode Available | 1 |
| Explainable Deep Learning Methods in Medical Image Classification: A Survey | May 10, 2022 | Deep LearningExplainable artificial intelligence | CodeCode Available | 1 |
| Crypto Pump and Dump via Deep Learning Techniques | May 10, 2022 | Deep LearningFraud Detection | CodeCode Available | 1 |
| Identical Image Retrieval using Deep Learning | May 10, 2022 | Deep LearningImage Retrieval | CodeCode Available | 1 |
