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| Deep learning and American options via free boundary framework | Nov 21, 2022 | Deep Learning | —Unverified | 0 |
| Multi-Spectral Image Classification with Ultra-Lean Complex-Valued Models | Nov 21, 2022 | Data AugmentationDeep Learning | —Unverified | 0 |
| Learning on tree architectures outperforms a convolutional feedforward network | Nov 21, 2022 | Deep Learning | —Unverified | 0 |
| 3D Detection and Characterisation of ALMA Sources through Deep Learning | Nov 21, 2022 | Deep LearningDenoising | CodeCode Available | 1 |
| MEESO: A Multi-objective End-to-End Self-Optimized Approach for Automatically Building Deep Learning Models | Nov 20, 2022 | Deep LearningDiversity | —Unverified | 0 |
| Instability in clinical risk stratification models using deep learning | Nov 20, 2022 | Deep Learning | —Unverified | 0 |
| Deep Learning-Aided Perturbation Model-Based Fiber Nonlinearity Compensation | Nov 19, 2022 | Deep LearningQuantization | —Unverified | 0 |
| Deep learning methods for drug response prediction in cancer: predominant and emerging trends | Nov 18, 2022 | Deep LearningDrug Response Prediction | —Unverified | 0 |
| Patch-Based Denoising Diffusion Probabilistic Model for Sparse-View CT Reconstruction | Nov 18, 2022 | Computed Tomography (CT)CT Reconstruction | —Unverified | 0 |
| Variable selection for nonlinear Cox regression model via deep learning | Nov 17, 2022 | Deep Learningregression | —Unverified | 0 |
| Fast Uncertainty Estimates in Deep Learning Interatomic Potentials | Nov 17, 2022 | Active LearningDeep Learning | —Unverified | 0 |
| Deep learning for Lagrangian drift simulation at the sea surface | Nov 17, 2022 | Deep Learning | —Unverified | 0 |
| Video Unsupervised Domain Adaptation with Deep Learning: A Comprehensive Survey | Nov 17, 2022 | Action RecognitionDeep Learning | CodeCode Available | 1 |
| Why Deep Learning Generalizes | Nov 17, 2022 | Deep LearningMemorization | CodeCode Available | 0 |
| Language-Assisted Deep Learning for Autistic Behaviors Recognition | Nov 17, 2022 | Action RecognitionDeep Learning | —Unverified | 0 |
| VeLO: Training Versatile Learned Optimizers by Scaling Up | Nov 17, 2022 | Deep Learning | CodeCode Available | 0 |
| Sources of performance variability in deep learning-based polyp detection | Nov 17, 2022 | Deep Learningobject-detection | —Unverified | 0 |
| Efficient shallow learning as an alternative to deep learning | Nov 15, 2022 | Deep Learning | —Unverified | 0 |
| DLKoopman: A deep learning software package for Koopman theory | Nov 15, 2022 | Deep Learning | CodeCode Available | 1 |
| ParticleGrid: Enabling Deep Learning using 3D Representation of Materials | Nov 15, 2022 | CPUDeep Learning | CodeCode Available | 1 |
| Deep learning for table detection and structure recognition: A survey | Nov 15, 2022 | Deep Learningobject-detection | CodeCode Available | 1 |
| Photometric identification of compact galaxies, stars and quasars using multiple neural networks | Nov 15, 2022 | Deep LearningFeature Engineering | CodeCode Available | 0 |
| CardiacGen: A Hierarchical Deep Generative Model for Cardiac Signals | Nov 15, 2022 | Data AugmentationDeep Learning | CodeCode Available | 0 |
| Backdoor Attacks for Remote Sensing Data with Wavelet Transform | Nov 15, 2022 | Backdoor Attackbackdoor defense | CodeCode Available | 1 |
| Artificial Intelligence for Automatic Detection and Classification Disease on the X-Ray Images | Nov 14, 2022 | Deep LearningDiagnostic | —Unverified | 0 |
| Robust Deep Learning for Autonomous Driving | Nov 14, 2022 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| Cracking Double-Blind Review: Authorship Attribution with Deep Learning | Nov 14, 2022 | AttributeAuthorship Attribution | CodeCode Available | 1 |
| Sign Language to Text Conversion in Real Time using Transfer Learning | Nov 13, 2022 | Deep LearningImage Classification | —Unverified | 0 |
| Deep Learning-enabled Virtual Histological Staining of Biological Samples | Nov 13, 2022 | Deep LearningVirtual Staining | —Unverified | 0 |
| EdnaML: A Declarative API and Framework for Reproducible Deep Learning | Nov 13, 2022 | Deep Learning | —Unverified | 0 |
| Deep Learning Generates Synthetic Cancer Histology for Explainability and Education | Nov 12, 2022 | Deep LearningGenerative Adversarial Network | CodeCode Available | 2 |
| MultiCrossViT: Multimodal Vision Transformer for Schizophrenia Prediction using Structural MRI and Functional Network Connectivity Data | Nov 12, 2022 | Deep Learningimage-classification | —Unverified | 0 |
| Deep-Learning-Empowered Inverse Design for Freeform Reconfigurable Metasurfaces | Nov 11, 2022 | Deep Learning | —Unverified | 0 |
| Does Deep Learning REALLY Outperform Non-deep Machine Learning for Clinical Prediction on Physiological Time Series? | Nov 11, 2022 | Deep LearningPrognosis | —Unverified | 0 |
| BERT-Based Combination of Convolutional and Recurrent Neural Network for Indonesian Sentiment Analysis | Nov 10, 2022 | Deep LearningSentence | —Unverified | 0 |
| Unsupervised Deep Learning-based clustering for Human Activity Recognition | Nov 10, 2022 | Activity RecognitionClustering | CodeCode Available | 0 |
| Coordinating CAV Swarms at Intersections with a Deep Learning Model | Nov 10, 2022 | Deep LearningScheduling | —Unverified | 0 |
| Hyper-GST: Predict Metro Passenger Flow Incorporating GraphSAGE, Hypergraph, Social-meaningful Edge Weights and Temporal Exploitation | Nov 9, 2022 | Deep Learning | —Unverified | 0 |
| Deep Learning for Time Series Anomaly Detection: A Survey | Nov 9, 2022 | Anomaly DetectionDeep Learning | CodeCode Available | 1 |
| Profiling and Improving the PyTorch Dataloader for high-latency Storage: A Technical Report | Nov 9, 2022 | Deep LearningGPU | CodeCode Available | 1 |
| Towards Global Crop Maps with Transfer Learning | Nov 9, 2022 | Decision MakingDeep Learning | —Unverified | 0 |
| Directional Privacy for Deep Learning | Nov 9, 2022 | Deep Learning | —Unverified | 0 |
| Improving Clinician Performance in Classification of EEG Patterns on the Ictal-Interictal-Injury Continuum using Interpretable Machine Learning | Nov 9, 2022 | Deep LearningDiagnostic | CodeCode Available | 0 |
| MicroISP: Processing 32MP Photos on Mobile Devices with Deep Learning | Nov 8, 2022 | Deep Learning | —Unverified | 0 |
| Realistic Bokeh Effect Rendering on Mobile GPUs, Mobile AI & AIM 2022 challenge: Report | Nov 7, 2022 | Bokeh Effect RenderingDeep Learning | —Unverified | 0 |
| Automatic Change-Point Detection in Time Series via Deep Learning | Nov 7, 2022 | Change Point DetectionDeep Learning | CodeCode Available | 1 |
| Astronomia ex machina: a history, primer, and outlook on neural networks in astronomy | Nov 7, 2022 | AstronomyDeep Learning | —Unverified | 0 |
| Neural Architectural Nonlinear Pre-Processing for mmWave Radar-based Human Gesture Perception | Nov 7, 2022 | Deep Learning | —Unverified | 0 |
| Performance and utility trade-off in interpretable sleep staging | Nov 7, 2022 | Deep LearningEEG | —Unverified | 0 |