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| Monkeypox virus detection using pre-trained deep learning-based approaches | Sep 6, 2022 | Deep Learning | —Unverified | 0 |
| Inversion of Time-Lapse Surface Gravity Data for Detection of 3D CO_2 Plumes via Deep Learning | Sep 6, 2022 | Deep Learning | —Unverified | 0 |
| 3D Single-pixel imaging with active sampling patterns and learning based reconstruction | Sep 6, 2022 | 3D ReconstructionDeep Learning | —Unverified | 0 |
| Imaging with Equivariant Deep Learning | Sep 5, 2022 | compressed sensingDeep Learning | —Unverified | 0 |
| A Review of Sparse Expert Models in Deep Learning | Sep 4, 2022 | Deep LearningMixture-of-Experts | —Unverified | 0 |
| Deep Stable Representation Learning on Electronic Health Records | Sep 3, 2022 | Deep LearningDisease Prediction | CodeCode Available | 0 |
| HammingMesh: A Network Topology for Large-Scale Deep Learning | Sep 3, 2022 | Deep LearningScheduling | —Unverified | 0 |
| Low-Power Hardware-Based Deep-Learning Diagnostics Support Case Study | Sep 3, 2022 | CPUDeep Learning | —Unverified | 0 |
| Identify The Beehive Sound Using Deep Learning | Sep 3, 2022 | Deep Learning | —Unverified | 0 |
| Learn to Adapt to New Environment from Past Experience and Few Pilot | Sep 2, 2022 | Deep LearningFew-Shot Learning | —Unverified | 0 |
| Index Tracking via Learning to Predict Market Sensitivities | Sep 2, 2022 | Deep Learning | —Unverified | 0 |
| PulseDL-II: A System-on-Chip Neural Network Accelerator for Timing and Energy Extraction of Nuclear Detector Signals | Sep 2, 2022 | CPUDeep Learning | —Unverified | 0 |
| Complexity of Representations in Deep Learning | Sep 1, 2022 | BenchmarkingDeep Learning | —Unverified | 0 |
| Deep Learning-Based Position Detection for Hydraulic Cylinders Using Scattering Parameters | Sep 1, 2022 | Deep LearningPosition | CodeCode Available | 0 |
| Table Detection in the Wild: A Novel Diverse Table Detection Dataset and Method | Aug 31, 2022 | Deep LearningDiversity | CodeCode Available | 0 |
| Classification of Electroencephalograms during Mathematical Calculations Using Deep Learning | Aug 31, 2022 | Brain Computer InterfaceClassification | —Unverified | 0 |
| Few-Shot Learning for Clinical Natural Language Processing Using Siamese Neural Networks | Aug 31, 2022 | Deep LearningFew-Shot Learning | —Unverified | 0 |
| Segmentation of Weakly Visible Environmental Microorganism Images Using Pair-wise Deep Learning Features | Aug 31, 2022 | Deep LearningSpecificity | —Unverified | 0 |
| The Alignment Problem from a Deep Learning Perspective | Aug 30, 2022 | Deep Learning | —Unverified | 0 |
| SSORN: Self-Supervised Outlier Removal Network for Robust Homography Estimation | Aug 30, 2022 | Deep LearningDenoising | —Unverified | 0 |
| Analysis of Distributed Deep Learning in the Cloud | Aug 30, 2022 | Deep LearningGPU | —Unverified | 0 |
| Expert Opinion Elicitation for Assisting Deep Learning based Lyme Disease Classifier with Patient Data | Aug 30, 2022 | Deep LearningDensity Estimation | —Unverified | 0 |
| Deep learning for non-parameterized MEMS structural design | Aug 29, 2022 | Deep Learning | —Unverified | 0 |
| Towards Adversarial Purification using Denoising AutoEncoders | Aug 29, 2022 | Adversarial PurificationDeep Learning | —Unverified | 0 |
| Rosenblatt's first theorem and frugality of deep learning | Aug 29, 2022 | Deep Learning | —Unverified | 0 |
| Explainability of Deep Learning models for Urban Space perception | Aug 29, 2022 | Decision MakingDeep Learning | CodeCode Available | 1 |
| Survey: Exploiting Data Redundancy for Optimization of Deep Learning | Aug 29, 2022 | Deep LearningSurvey | —Unverified | 0 |
| Ammunition Component Classification Using Deep Learning | Aug 26, 2022 | ClassificationComponent Classification | CodeCode Available | 0 |
| EGFR Mutation Prediction of Lung Biopsy Images using Deep Learning | Aug 26, 2022 | Deep LearningDiagnostic | —Unverified | 0 |
| Extreme Gradient Boosting for Yield Estimation compared with Deep Learning Approaches | Aug 26, 2022 | Deep LearningPrediction | —Unverified | 0 |
| On the Implicit Bias in Deep-Learning Algorithms | Aug 26, 2022 | Deep LearningSurvey | CodeCode Available | 0 |
| CAS4DL: Christoffel Adaptive Sampling for function approximation via Deep Learning | Aug 25, 2022 | Deep LearningUncertainty Quantification | CodeCode Available | 0 |
| JAXFit: Trust Region Method for Nonlinear Least-Squares Curve Fitting on the GPU | Aug 25, 2022 | CPUDeep Learning | CodeCode Available | 1 |
| Supervised Dimensionality Reduction and Image Classification Utilizing Convolutional Autoencoders | Aug 25, 2022 | Deep LearningDimensionality Reduction | CodeCode Available | 1 |
| Deep Learning-based approaches for automatic detection of shell nouns and evaluation on WikiText-2 | Aug 25, 2022 | ArticlesDeep Learning | CodeCode Available | 0 |
| Deep model with built-in cross-attention alignment for acoustic echo cancellation | Aug 24, 2022 | Acoustic echo cancellationDeep Learning | CodeCode Available | 1 |
| On a Built-in Conflict between Deep Learning and Systematic Generalization | Aug 24, 2022 | Deep LearningSystematic Generalization | CodeCode Available | 0 |
| Self-Supervised Endoscopic Image Key-Points Matching | Aug 24, 2022 | Deep LearningSelf-Supervised Learning | CodeCode Available | 1 |
| Enhancing Deep Learning Performance of Massive MIMO CSI Feedback | Aug 24, 2022 | Deep Learning | CodeCode Available | 1 |
| Psychophysical Machine Learning | Aug 23, 2022 | Deep Learning | —Unverified | 0 |
| Why Deep Learning's Performance Data Are Misleading | Aug 23, 2022 | Deep Learning | —Unverified | 0 |
| Lexicase Selection at Scale | Aug 23, 2022 | Deep LearningSymbolic Regression | —Unverified | 0 |
| Semi-Automatic Labeling and Semantic Segmentation of Gram-Stained Microscopic Images from DIBaS Dataset | Aug 23, 2022 | ClusteringDeep Learning | —Unverified | 0 |
| Predicting Query-Item Relationship using Adversarial Training and Robust Modeling Techniques | Aug 23, 2022 | Deep LearningDiversity | —Unverified | 0 |
| Design Automation for Fast, Lightweight, and Effective Deep Learning Models: A Survey | Aug 22, 2022 | Deep LearningEdge-computing | —Unverified | 0 |
| On Deep Learning in Password Guessing, a Survey | Aug 22, 2022 | Deep LearningExperimental Design | —Unverified | 0 |
| FairDisCo: Fairer AI in Dermatology via Disentanglement Contrastive Learning | Aug 22, 2022 | AttributeContrastive Learning | CodeCode Available | 1 |
| Revisiting ensembling for improving the performance of deep learning models | Aug 21, 2022 | Deep LearningImage Classification | —Unverified | 0 |
| Memristive Computing for Efficient Inference on Resource Constrained Devices | Aug 21, 2022 | Deep Learning | —Unverified | 0 |