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| Low-complexity deep learning frameworks for acoustic scene classification | Jun 13, 2022 | Acoustic Scene ClassificationClassification | —Unverified | 0 |
| An Unsupervised Deep-Learning Method for Bone Age Assessment | Jun 12, 2022 | Deep Learning | —Unverified | 0 |
| Physics-driven Deep Learning for PET/MRI | Jun 11, 2022 | Deep LearningMRI Reconstruction | —Unverified | 0 |
| Federated Learning with Research Prototypes for Multi-Center MRI-based Detection of Prostate Cancer with Diverse Histopathology | Jun 11, 2022 | Deep LearningFederated Learning | —Unverified | 0 |
| Learned reconstruction methods with convergence guarantees | Jun 11, 2022 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Deep Learning-Based MR Image Re-parameterization | Jun 11, 2022 | Deep Learning | CodeCode Available | 0 |
| Object Detection, Recognition, Deep Learning, and the Universal Law of Generalization | Jun 10, 2022 | Deep LearningObject | —Unverified | 0 |
| AutoML-Based Drought Forecast with Meteorological Variables | Jun 9, 2022 | AutoMLDeep Learning | —Unverified | 0 |
| Meet You Halfway: Explaining Deep Learning Mysteries | Jun 9, 2022 | Deep Learning | —Unverified | 0 |
| Xplique: A Deep Learning Explainability Toolbox | Jun 9, 2022 | Deep LearningExplainable artificial intelligence | CodeCode Available | 2 |
| Uncovering bias in the PlantVillage dataset | Jun 9, 2022 | Bias DetectionDeep Learning | CodeCode Available | 0 |
| Predictive Exit: Prediction of Fine-Grained Early Exits for Computation- and Energy-Efficient Inference | Jun 9, 2022 | Decision MakingDeep Learning | —Unverified | 0 |
| Syntactic Inductive Biases for Deep Learning Methods | Jun 8, 2022 | Deep LearningInductive Bias | —Unverified | 0 |
| 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 |
| Progress Report: A Deep Learning Guided Exploration of Affine Unimodular Loop Transformations | Jun 8, 2022 | Deep Learning | —Unverified | 0 |
| Improving trajectory calculations using deep learning inspired single image superresolution | Jun 7, 2022 | Deep LearningSpatial Interpolation | —Unverified | 0 |
| Deep Learning Techniques for Visual Counting | Jun 7, 2022 | Deep LearningDomain Adaptation | —Unverified | 0 |
| A Robust Deep Learning Enabled Semantic Communication System for Text | Jun 6, 2022 | Deep LearningSemantic Communication | —Unverified | 0 |
| WHU-Stereo: A Challenging Benchmark for Stereo Matching of High-Resolution Satellite Images | Jun 6, 2022 | Deep LearningStereo Matching | CodeCode Available | 1 |
| Statistical Deep Learning for Spatial and Spatio-Temporal Data | Jun 5, 2022 | Deep LearningGaussian Processes | —Unverified | 0 |
| A Survey on Deep Learning based Channel Estimation in Doubly Dispersive Environments | Jun 5, 2022 | Deep Learning | CodeCode Available | 1 |
| Robust deep learning based protein sequence design using ProteinMPNN | Jun 4, 2022 | Deep LearningDrug Discovery | CodeCode Available | 3 |
| Evaluation of Xilinx Deep Learning Processing Unit under Neutron Irradiation | Jun 4, 2022 | Deep Learning | —Unverified | 0 |
| Federated Deep Learning Meets Autonomous Vehicle Perception: Design and Verification | Jun 3, 2022 | Deep LearningFederated Learning | CodeCode Available | 1 |
| A Deep-Learning Usability Expansion Model of Ocean Observations | Jun 3, 2022 | Deep LearningImage Segmentation | —Unverified | 0 |
| Understanding Deep Learning via Decision Boundary | Jun 3, 2022 | Deep Learning | —Unverified | 0 |
| Deep Learning Architecture Based Approach For 2D-Simulation of Microwave Plasma Interaction | Jun 2, 2022 | Deep LearningSSIM | —Unverified | 0 |
| Research on Smoking Behavior Detection System Based on Deep Learning | Jun 1, 2022 | Deep LearningFace Detection | —Unverified | 0 |
| Sa‘7r: A Saudi Dialect Irony Dataset | Jun 1, 2022 | Deep LearningSentiment Analysis | —Unverified | 0 |
| Analysis of Torso Movement for Signing Avatar Using Deep Learning | Jun 1, 2022 | Deep LearningTranslation | —Unverified | 0 |
| DeepREF: A Framework for Optimized Deep Learning-based Relation Classification | Jun 1, 2022 | Deep LearningQuestion Answering | CodeCode Available | 0 |
| FreeTalky: Don’t Be Afraid! Conversations Made Easier by a Humanoid Robot using Persona-based Dialogue | Jun 1, 2022 | Deep Learning | —Unverified | 0 |
| ArMATH: a Dataset for Solving Arabic Math Word Problems | Jun 1, 2022 | Deep LearningMath | CodeCode Available | 1 |
| HYCEDIS: HYbrid Confidence Engine for Deep Document Intelligence System | Jun 1, 2022 | Deep Learning | —Unverified | 0 |
| Deep Learning Opacity in Scientific Discovery | Jun 1, 2022 | Deep Learningscientific discovery | —Unverified | 0 |
| Hopular: Modern Hopfield Networks for Tabular Data | Jun 1, 2022 | Deep LearningGeneral Classification | CodeCode Available | 2 |
| Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection | Jun 1, 2022 | Deep Learningimage-classification | —Unverified | 0 |
| Topological Deep Learning: Going Beyond Graph Data | Jun 1, 2022 | Deep LearningGraph Learning | CodeCode Available | 2 |
| A Survey on Deep Learning for Skin Lesion Segmentation | Jun 1, 2022 | Deep LearningLesion Segmentation | CodeCode Available | 0 |
| FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation | May 31, 2022 | Deep LearningMulti-Task Learning | CodeCode Available | 1 |
| Deep learning pipeline for image classification on mobile phones | May 31, 2022 | ClassificationDeep Learning | —Unverified | 0 |
| A deep learning approach to halo merger tree construction | May 31, 2022 | Deep Learning | —Unverified | 0 |
| ViNNPruner: Visual Interactive Pruning for Deep Learning | May 31, 2022 | Deep Learning | CodeCode Available | 0 |
| Grid HTM: Hierarchical Temporal Memory for Anomaly Detection in Videos | May 30, 2022 | Anomaly DetectionDeep Learning | CodeCode Available | 0 |
| Going Beyond One-Hot Encoding in Classification: Can Human Uncertainty Improve Model Performance? | May 30, 2022 | Deep Learningimage-classification | CodeCode Available | 1 |
| Deep Learning Methods for Fingerprint-Based Indoor Positioning: A Review | May 30, 2022 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Rethinking Saliency Map: An Context-aware Perturbation Method to Explain EEG-based Deep Learning Model | May 30, 2022 | Deep LearningEEG | —Unverified | 0 |
| Agnostic Physics-Driven Deep Learning | May 30, 2022 | Deep Learning | —Unverified | 0 |
| Deep Learning with Label Noise: A Hierarchical Approach | May 28, 2022 | Deep LearningMeta-Learning | —Unverified | 0 |