| 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 |
