| Machine Learning and Deep Learning -- A review for Ecologists | Apr 11, 2022 | BIG-bench Machine LearningCausal Inference | CodeCode Available | 0 |
| Ultrasound Signal Processing: From Models to Deep Learning | Apr 9, 2022 | Deep Learning | —Unverified | 0 |
| Guided deep learning by subaperture decomposition: ocean patterns from SAR imagery | Apr 9, 2022 | Deep Learning | —Unverified | 0 |
| Investigating Deep Learning Benchmarks for Electrocardiography Signal Processing | Apr 9, 2022 | Atrial Fibrillation DetectionDeep Learning | CodeCode Available | 2 |
| Vision-Based American Sign Language Classification Approach via Deep Learning | Apr 8, 2022 | Deep Learning | —Unverified | 0 |
| Weight Matrix Dimensionality Reduction in Deep Learning via Kronecker Multi-layer Architectures | Apr 8, 2022 | Deep LearningDimensionality Reduction | CodeCode Available | 0 |
| Deep Learning-Based Intra Mode Derivation for Versatile Video Coding | Apr 8, 2022 | Deep LearningMulti-class Classification | —Unverified | 0 |
| Deep-Learning-Based Identification of LPV Models for Nonlinear Systems | Apr 8, 2022 | Deep LearningScheduling | —Unverified | 0 |
| PetroGAN: A novel GAN-based approach to generate realistic, label-free petrographic datasets | Apr 7, 2022 | Deep LearningGPU | —Unverified | 0 |
| Enabling All In-Edge Deep Learning: A Literature Review | Apr 7, 2022 | AllDeep Learning | —Unverified | 0 |
| Analysis of Different Losses for Deep Learning Image Colorization | Apr 6, 2022 | ColorizationDeep Learning | —Unverified | 0 |
| A Design Methodology for Fault-Tolerant Computing using Astrocyte Neural Networks | Apr 6, 2022 | Deep Learning | —Unverified | 0 |
| A survey on recently proposed activation functions for Deep Learning | Apr 6, 2022 | Deep Learningspeech-recognition | —Unverified | 0 |
| Failure Identification from Unstable Log Data using Deep Learning | Apr 6, 2022 | Deep Learning | CodeCode Available | 0 |
| Influence of Color Spaces for Deep Learning Image Colorization | Apr 6, 2022 | ColorizationDeep Learning | —Unverified | 0 |
| Model-Based Deep Learning of Joint Probabilistic and Geometric Shaping for Optical Communication | Apr 5, 2022 | Deep Learning | —Unverified | 0 |
| Mixing Signals: Data Augmentation Approach for Deep Learning Based Modulation Recognition | Apr 5, 2022 | Automatic Modulation RecognitionClassification | —Unverified | 0 |
| Detecting Cloud-Based Phishing Attacks by Combining Deep Learning Models | Apr 5, 2022 | Deep LearningTriplet | —Unverified | 0 |
| Pyramid Frequency Network with Spatial Attention Residual Refinement Module for Monocular Depth Estimation | Apr 5, 2022 | Deep LearningDepth Estimation | —Unverified | 0 |
| Explainable Deep Learning Algorithm for Distinguishing Incomplete Kawasaki Disease by Coronary Artery Lesions on Echocardiographic Imaging | Apr 5, 2022 | Deep LearningSpecificity | —Unverified | 0 |
| Fault-Tolerant Deep Learning: A Hierarchical Perspective | Apr 5, 2022 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| The First Principles of Deep Learning and Compression | Apr 4, 2022 | Deep Learning | —Unverified | 0 |
| Towards Infield Navigation: leveraging simulated data for crop row detection | Apr 4, 2022 | Deep Learning | —Unverified | 0 |
| Deep learning, stochastic gradient descent and diffusion maps | Apr 4, 2022 | Computational EfficiencyDeep Learning | —Unverified | 0 |
| A Novel Capsule Neural Network Based Model for Drowsiness Detection Using Electroencephalography Signals | Apr 4, 2022 | Deep LearningSensitivity | —Unverified | 0 |
| Learning Linear Representations of Nonlinear Dynamics Using Deep Learning | Apr 3, 2022 | Deep Learning | —Unverified | 0 |
| SAD: A Large-scale Dataset towards Airport Detection in Synthetic Aperture Radar Images | Apr 2, 2022 | Deep Learning | —Unverified | 0 |
| Physical Deep Learning with Biologically Plausible Training Method | Apr 1, 2022 | Biologically-plausible TrainingDeep Learning | —Unverified | 0 |
| Data and Physics Driven Learning Models for Fast MRI -- Fundamentals and Methodologies from CNN, GAN to Attention and Transformers | Apr 1, 2022 | AnatomyDeep Learning | —Unverified | 0 |
| Deep Learning in Spiking Phasor Neural Networks | Apr 1, 2022 | Deep Learning | —Unverified | 0 |
| Deep Learning based Model Predictive Control for Compression Ignition Engines | Mar 31, 2022 | Deep LearningModel Predictive Control | —Unverified | 0 |
| Deep Learning for Spectral Filling in Radio Frequency Applications | Mar 31, 2022 | Deep Learning | —Unverified | 0 |
| Automatic Classification of Alzheimer's Disease using brain MRI data and deep Convolutional Neural Networks | Mar 31, 2022 | Binary ClassificationDeep Learning | —Unverified | 0 |
| Mind the gap: Challenges of deep learning approaches to Theory of Mind | Mar 30, 2022 | Deep Learning | —Unverified | 0 |
| Enhancing Cancer Prediction in Challenging Screen-Detected Incident Lung Nodules Using Time-Series Deep Learning | Mar 30, 2022 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| Identification of diffracted vortex beams at different propagation distances using deep learning | Mar 30, 2022 | Deep Learning | —Unverified | 0 |
| Sensor Data Validation and Driving Safety in Autonomous Driving Systems | Mar 30, 2022 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Recognition of polar lows in Sentinel-1 SAR images with deep learning | Mar 30, 2022 | Deep Learning | CodeCode Available | 0 |
| A Fast Transformer-based General-Purpose Lossless Compressor | Mar 30, 2022 | Deep Learning | CodeCode Available | 1 |
| 4Weed Dataset: Annotated Imagery Weeds Dataset | Mar 29, 2022 | Deep Learningimage-classification | —Unverified | 0 |
| Edge Detection and Deep Learning Based SETI Signal Classification Method | Mar 29, 2022 | ClassificationDeep Learning | —Unverified | 0 |
| Physics-informed deep-learning applications to experimental fluid mechanics | Mar 29, 2022 | Data AugmentationDeep Learning | —Unverified | 0 |
| Identification and classification of exfoliated graphene flakes from microscopy images using a hierarchical deep convolutional neural network | Mar 29, 2022 | Deep Learning | —Unverified | 0 |
| Connections between Deep Equilibrium and Sparse Representation Models with Application to Hyperspectral Image Denoising | Mar 29, 2022 | Deep LearningDenoising | —Unverified | 0 |
| Physics-/Model-Based and Data-Driven Methods for Low-Dose Computed Tomography: A survey | Mar 29, 2022 | Deep LearningDenoising | —Unverified | 0 |
| A Deep Learning Technique using a Sequence of Follow Up X-Rays for Disease classification | Mar 28, 2022 | Deep Learning | —Unverified | 0 |
| Toward Deep Learning Based Access Control | Mar 28, 2022 | Deep Learning | —Unverified | 0 |
| 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 |
| Neurosymbolic hybrid approach to driver collision warning | Mar 28, 2022 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| Iterative, Deep Synthetic Aperture Sonar Image Segmentation | Mar 28, 2022 | Deep LearningImage Segmentation | —Unverified | 0 |