| XAI Methods for Neural Time Series Classification: A Brief Review | Aug 18, 2021 | Deep LearningExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Hand Hygiene Video Classification Based on Deep Learning | Aug 18, 2021 | ClassificationDeep Learning | —Unverified | 0 |
| spectrai: A deep learning framework for spectral data | Aug 17, 2021 | Deep LearningDenoising | CodeCode Available | 1 |
| 0.8% Nyquist computational ghost imaging via non-experimental deep learning | Aug 17, 2021 | 3D Face Modelling | —Unverified | 0 |
| AGNet: Weighing Black Holes with Deep Learning | Aug 17, 2021 | Deep LearningTime Series | CodeCode Available | 1 |
| Scaling Laws for Deep Learning | Aug 17, 2021 | Deep Learningimage-classification | —Unverified | 0 |
| Hybrid deep learning methods for phenotype prediction from clinical notes | Aug 16, 2021 | Deep LearningManagement | —Unverified | 0 |
| Identifying and Exploiting Structures for Reliable Deep Learning | Aug 16, 2021 | Deep Learning | —Unverified | 0 |
| Interpreting and improving deep-learning models with reality checks | Aug 16, 2021 | Deep Learning | CodeCode Available | 1 |
| Challenges for cognitive decoding using deep learning methods | Aug 16, 2021 | Deep LearningExplainable artificial intelligence | —Unverified | 0 |
| Pattern Inversion as a Pattern Recognition Method for Machine Learning | Aug 15, 2021 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| A Survey on GAN Acceleration Using Memory Compression Technique | Aug 14, 2021 | Deep LearningSurvey | —Unverified | 0 |
| Investigating the Relationship Between Dropout Regularization and Model Complexity in Neural Networks | Aug 14, 2021 | Binary ClassificationDeep Learning | —Unverified | 0 |
| HPTMT Parallel Operators for High Performance Data Science & Data Engineering | Aug 13, 2021 | Deep LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| Pruning vs XNOR-Net: A Comprehensive Study of Deep Learning for Audio Classification on Edge-devices | Aug 13, 2021 | Audio ClassificationClassification | CodeCode Available | 0 |
| DeepIC: Coding for Interference Channels via Deep Learning | Aug 13, 2021 | DecoderDeep Learning | —Unverified | 0 |
| Local Patch Network with Global Attention for Infrared Small Target Detection | Aug 13, 2021 | Deep LearningSemantic Segmentation | CodeCode Available | 1 |
| Deep Learning-based Time-varying Channel Estimation for RIS Assisted Communication | Aug 12, 2021 | Deep LearningTime Series | —Unverified | 0 |
| Automatic Gaze Analysis: A Survey of Deep Learning based Approaches | Aug 12, 2021 | Deep LearningGaze Estimation | CodeCode Available | 1 |
| Deep Learning Classification of Lake Zooplankton | Aug 11, 2021 | ClassificationDeep Learning | CodeCode Available | 0 |
| Deep Learning Enhanced Dynamic Mode Decomposition | Aug 10, 2021 | DecoderDeep Learning | CodeCode Available | 1 |
| Automated Olfactory Bulb Segmentation on High Resolutional T2-Weighted MRI | Aug 9, 2021 | Deep LearningSegmentation | CodeCode Available | 1 |
| Segmentation-free Heart Pathology Detection Using Deep Learning | Aug 9, 2021 | Deep LearningSegmentation | —Unverified | 0 |
| SPECT Angle Interpolation Based on Deep Learning Methodologies | Aug 9, 2021 | Deep Learning | —Unverified | 0 |
| Using Deep Learning for Visual Decoding and Reconstruction from Brain Activity: A Review | Aug 9, 2021 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Efficient Hyperparameter Optimization for Differentially Private Deep Learning | Aug 9, 2021 | Deep LearningHyperparameter Optimization | CodeCode Available | 1 |
| An optical biomimetic eyes with interested object imaging | Aug 8, 2021 | Deep LearningObject | —Unverified | 0 |
| An Empirical Study on Predictability of Software Code Smell Using Deep Learning Models | Aug 8, 2021 | Deep Learningfeature selection | —Unverified | 0 |
| Expressive Power and Loss Surfaces of Deep Learning Models | Aug 8, 2021 | Deep Learning | —Unverified | 0 |
| Online Evolutionary Batch Size Orchestration for Scheduling Deep Learning Workloads in GPU Clusters | Aug 8, 2021 | Deep LearningGPU | —Unverified | 0 |
| FederatedNILM: A Distributed and Privacy-preserving Framework for Non-intrusive Load Monitoring based on Federated Deep Learning | Aug 8, 2021 | Deep LearningFederated Learning | —Unverified | 0 |
| Ensemble neuroevolution based approach for multivariate time series anomaly detection | Aug 8, 2021 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Monte Carlo DropBlock for Modelling Uncertainty in Object Detection | Aug 8, 2021 | Autonomous DrivingDeep Learning | —Unverified | 0 |
| Deep Learning-based Biological Anatomical Landmark Detection in Colonoscopy Videos | Aug 6, 2021 | Anatomical Landmark DetectionDeep Learning | —Unverified | 0 |
| Evaluating Adversarial Attacks on Driving Safety in Vision-Based Autonomous Vehicles | Aug 6, 2021 | 3D Object DetectionAutonomous Driving | CodeCode Available | 1 |
| Enterprise Analytics using Graph Database and Graph-based Deep Learning | Aug 5, 2021 | AttributeBinary Classification | —Unverified | 0 |
| A Data Augmented Approach to Transfer Learning for Covid-19 Detection | Aug 5, 2021 | COVID-19 DiagnosisDeep Learning | —Unverified | 0 |
| A Computer-Aided Diagnosis System for Breast Pathology: A Deep Learning Approach with Model Interpretability from Pathological Perspective | Aug 5, 2021 | ClassificationDeep Learning | —Unverified | 0 |
| Deep learning for inverse problems with unknown operator | Aug 5, 2021 | Deep Learning | —Unverified | 0 |
| SOME/IP Intrusion Detection using Deep Learning-based Sequential Models in Automotive Ethernet Networks | Aug 4, 2021 | Deep LearningIntrusion Detection | —Unverified | 0 |
| Deep Learning Chromatic and Clique Numbers of Graphs | Aug 4, 2021 | Combinatorial OptimizationDeep Learning | CodeCode Available | 0 |
| Pan-Cancer Integrative Histology-Genomic Analysis via Interpretable Multimodal Deep Learning | Aug 4, 2021 | Deep LearningMultimodal Deep Learning | CodeCode Available | 1 |
| Del-Net: A Single-Stage Network for Mobile Camera ISP | Aug 3, 2021 | DeblurringDeep Learning | —Unverified | 0 |
| SINGA-Easy: An Easy-to-Use Framework for MultiModal Analysis | Aug 3, 2021 | Deep Learningimage-classification | —Unverified | 0 |
| Automatic classification of eclipsing binary stars using deep learning methods | Aug 3, 2021 | ClassificationDeep Learning | CodeCode Available | 0 |
| AGAR a microbial colony dataset for deep learning detection | Aug 3, 2021 | Deep Learningobject-detection | —Unverified | 0 |
| Hybrid Classical-Quantum Deep Learning Models for Autonomous Vehicle Traffic Image Classification Under Adversarial Attack | Aug 2, 2021 | Adversarial AttackAutonomous Vehicles | —Unverified | 0 |
| Multispectral Vineyard Segmentation: A Deep Learning approach | Aug 2, 2021 | Deep LearningSegmentation | CodeCode Available | 1 |
| Quantum Neural Networks: Concepts, Applications, and Challenges | Aug 2, 2021 | Deep Learning | —Unverified | 0 |
| Improving Deep Learning for HAR with shallow LSTMs | Aug 2, 2021 | Activity RecognitionDeep Learning | CodeCode Available | 1 |