| Deep Learning and Symbolic Regression for Discovering Parametric Equations | Jul 1, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| 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 |
| Crypto Pump and Dump via Deep Learning Techniques | May 10, 2022 | Deep LearningFraud Detection | CodeCode Available | 1 |
| Explainable Deep Learning Methods in Medical Image Classification: A Survey | May 10, 2022 | Deep LearningExplainable artificial intelligence | CodeCode Available | 1 |
| Identical Image Retrieval using Deep Learning | May 10, 2022 | Deep LearningImage Retrieval | CodeCode Available | 1 |
| Deep Learning Enabled Semantic Communications with Speech Recognition and Synthesis | May 9, 2022 | Deep LearningSemantic Communication | CodeCode Available | 1 |
| DL4DS -- Deep Learning for empirical DownScaling | May 7, 2022 | Deep LearningSuper-Resolution | CodeCode Available | 1 |
| Homography-Based Loss Function for Camera Pose Regression | May 4, 2022 | Deep Learningregression | CodeCode Available | 1 |
| 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 |
| A Survey of Deep Learning Models for Structural Code Understanding | May 3, 2022 | Deep Learning | CodeCode Available | 1 |
| StorSeismic: A new paradigm in deep learning for seismic processing | Apr 30, 2022 | Deep LearningDenoising | CodeCode Available | 1 |
| Deep Learning for Musical Form: Recognition and Analysis | Apr 29, 2022 | ClassificationDeep Learning | CodeCode Available | 1 |
| GypSum: Learning Hybrid Representations for Code Summarization | Apr 26, 2022 | Code SummarizationDecoder | CodeCode Available | 1 |
| Correction of out-of-focus microscopic images by deep learning | Apr 26, 2022 | Deep LearningGenerative Adversarial Network | CodeCode Available | 1 |
| Poisoning Deep Learning Based Recommender Model in Federated Learning Scenarios | Apr 26, 2022 | Deep LearningFederated Learning | CodeCode Available | 1 |
| Adversarial Attention for Human Motion Synthesis | Apr 25, 2022 | Deep LearningMotion Synthesis | CodeCode Available | 1 |
| Smart App Attack: Hacking Deep Learning Models in Android Apps | Apr 23, 2022 | Adversarial AttackBinary Classification | CodeCode Available | 1 |
| A benchmark dataset for deep learning-based airplane detection: HRPlanes | Apr 22, 2022 | Deep Learningobject-detection | CodeCode Available | 1 |
| Experimental Standards for Deep Learning in Natural Language Processing Research | Apr 13, 2022 | Deep Learning | CodeCode Available | 1 |
| Efficient Deep Learning-based Estimation of the Vital Signs on Smartphones | Apr 13, 2022 | Deep LearningHeart rate estimation | CodeCode Available | 1 |
| A Fast Transformer-based General-Purpose Lossless Compressor | Mar 30, 2022 | Deep Learning | CodeCode Available | 1 |
| Deep Interactive Learning-based ovarian cancer segmentation of H&E-stained whole slide images to study morphological patterns of BRCA mutation | Mar 28, 2022 | Deep LearningSegmentation | CodeCode Available | 1 |
| A Deep Learning Framework to Reconstruct Face under Mask | Mar 23, 2022 | Deep LearningGender Classification | CodeCode Available | 1 |
| Representation-Agnostic Shape Fields | Mar 19, 2022 | Deep Learning | CodeCode Available | 1 |
| Vox2Cortex: Fast Explicit Reconstruction of Cortical Surfaces from 3D MRI Scans with Geometric Deep Neural Networks | Mar 17, 2022 | Deep Learning | CodeCode Available | 1 |
| Deep Learning without Shortcuts: Shaping the Kernel with Tailored Rectifiers | Mar 15, 2022 | Deep Learning | CodeCode Available | 1 |
| Deep learning for radar data exploitation of autonomous vehicle | Mar 15, 2022 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| Seamless lightning nowcasting with recurrent-convolutional deep learning | Mar 15, 2022 | Deep Learningobject-detection | CodeCode Available | 1 |
| PD-Flow: A Point Cloud Denoising Framework with Normalizing Flows | Mar 11, 2022 | Deep LearningDenoising | CodeCode Available | 1 |
