| Adversarial Examples in Deep Learning for Multivariate Time Series Regression | Sep 24, 2020 | Adversarial AttackDeep Learning | CodeCode Available | 1 | 5 |
| A Systematic Collection of Medical Image Datasets for Deep Learning | Jun 24, 2021 | Deep LearningMedical Image Analysis | CodeCode Available | 1 | 5 |
| ATDN vSLAM: An all-through Deep Learning-Based Solution for Visual Simultaneous Localization and Mapping | Jun 13, 2022 | AllAutonomous Driving | CodeCode Available | 1 | 5 |
| A Technical Survey and Evaluation of Traditional Point Cloud Clustering Methods for LiDAR Panoptic Segmentation | Aug 21, 2021 | Autonomous DrivingClustering | CodeCode Available | 1 | 5 |
| BraggNN: Fast X-ray Bragg Peak Analysis Using Deep Learning | Aug 18, 2020 | 3D ReconstructionDeep Learning | CodeCode Available | 1 | 5 |
| Automated Olfactory Bulb Segmentation on High Resolutional T2-Weighted MRI | Aug 9, 2021 | Deep LearningSegmentation | CodeCode Available | 1 | 5 |
| A skeletonization algorithm for gradient-based optimization | Sep 5, 2023 | BenchmarkingDeep Learning | CodeCode Available | 1 | 5 |
| Attention-Based Deep Learning Framework for Human Activity Recognition with User Adaptation | Jun 6, 2020 | Activity RecognitionDeep Learning | CodeCode Available | 1 | 5 |
| Audio-based drone detection and identification using deep learning techniques with dataset enhancement through generative adversarial networks | Jul 21, 2021 | Deep LearningGenerative Adversarial Network | CodeCode Available | 1 | 5 |
| Efficient Deep Learning-based Estimation of the Vital Signs on Smartphones | Apr 13, 2022 | Deep LearningHeart rate estimation | CodeCode Available | 1 | 5 |
| EfficientFER: EfficientNetv2 Based Deep Learning Approach for Facial Expression Recognition | Jun 2, 2025 | Deep LearningEmotion Recognition | CodeCode Available | 1 | 5 |
| Efficient Graph Deep Learning in TensorFlow with tf_geometric | Jan 27, 2021 | Deep LearningGeneral Classification | CodeCode Available | 1 | 5 |
| Deep Spectral Methods for Unsupervised Ultrasound Image Interpretation | Aug 4, 2024 | AnatomyClustering | CodeCode Available | 1 | 5 |
| Embracing New Techniques in Deep Learning for Estimating Image Memorability | May 21, 2021 | Deep Learning | CodeCode Available | 1 | 5 |
| EmoNeXt: an Adapted ConvNeXt for Facial Emotion Recognition | Jan 14, 2025 | Deep LearningEmotion Classification | CodeCode Available | 1 | 5 |
| Emotion Recognition in Audio and Video Using Deep Neural Networks | Jun 15, 2020 | Deep LearningEmotion Recognition | CodeCode Available | 1 | 5 |
| Autonomous Embodied Agents: When Robotics Meets Deep Learning Reasoning | May 2, 2025 | Deep Learning | CodeCode Available | 1 | 5 |
| DINOv2 Rocks Geological Image Analysis: Classification, Segmentation, and Interpretability | Jul 25, 2024 | ClusteringDeep Learning | CodeCode Available | 1 | 5 |
| Enhancing Deep Learning Performance of Massive MIMO CSI Feedback | Aug 24, 2022 | Deep Learning | CodeCode Available | 1 | 5 |
| Enhancing Least Square Channel Estimation Using Deep Learning | Jun 30, 2020 | Deep Learning | CodeCode Available | 1 | 5 |
| Enhanced spatio-temporal electric load forecasts using less data with active deep learning | Dec 8, 2020 | Active LearningBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Automated Quality Assessment of Hand Washing Using Deep Learning | Nov 23, 2020 | Deep Learning | CodeCode Available | 1 | 5 |
| Automated Website Fingerprinting through Deep Learning | Aug 21, 2017 | Deep LearningFeature Engineering | CodeCode Available | 1 | 5 |
| 3DReact: Geometric deep learning for chemical reactions | Dec 13, 2023 | Deep LearningProperty Prediction | CodeCode Available | 1 | 5 |
| ArMATH: a Dataset for Solving Arabic Math Word Problems | Jun 1, 2022 | Deep LearningMath | CodeCode Available | 1 | 5 |
| Adversarial Robust Training of Deep Learning MRI Reconstruction Models | Oct 30, 2020 | Deep LearningImage Reconstruction | CodeCode Available | 1 | 5 |
| Automatic Change-Point Detection in Time Series via Deep Learning | Nov 7, 2022 | Change Point DetectionDeep Learning | CodeCode Available | 1 | 5 |
| Evaluation and Optimization of Gradient Compression for Distributed Deep Learning | Jun 15, 2023 | Deep LearningGPU | CodeCode Available | 1 | 5 |
| Dissimilarity Mixture Autoencoder for Deep Clustering | Jun 15, 2020 | ClusteringDeep Clustering | CodeCode Available | 1 | 5 |
| Automatic detection of microsleep episodes with deep learning | Sep 7, 2020 | Deep LearningEEG | CodeCode Available | 1 | 5 |
| A robust estimator of mutual information for deep learning interpretability | Oct 31, 2022 | Deep LearningDisentanglement | CodeCode Available | 1 | 5 |
| Evidential Deep Learning for Open Set Action Recognition | Jul 21, 2021 | Action RecognitionDeep Learning | CodeCode Available | 1 | 5 |
| DL-Traff: Survey and Benchmark of Deep Learning Models for Urban Traffic Prediction | Aug 20, 2021 | Deep LearningTime Series | CodeCode Available | 1 | 5 |
| Arrhythmia Classifier Based on Ultra-Lightweight Binary Neural Network | Apr 4, 2023 | BinarizationClassification | CodeCode Available | 1 | 5 |
| ART: Actually Robust Training | Aug 29, 2024 | Deep Learning | CodeCode Available | 1 | 5 |
| EXACT: A collaboration toolset for algorithm-aided annotation of images with annotation version control | Apr 30, 2020 | ClusteringDeep Learning | CodeCode Available | 1 | 5 |
| EEG-based Cross-Subject Driver Drowsiness Recognition with an Interpretable Convolutional Neural Network | May 30, 2021 | Deep LearningEEG | CodeCode Available | 1 | 5 |
| Backdoor Attacks for Remote Sensing Data with Wavelet Transform | Nov 15, 2022 | Backdoor Attackbackdoor defense | CodeCode Available | 1 | 5 |
| Interpreting Deep Learning-Based Networking Systems | Oct 9, 2019 | Deep Learning | CodeCode Available | 1 | 5 |
| Avoiding Catastrophe: Active Dendrites Enable Multi-Task Learning in Dynamic Environments | Dec 31, 2021 | Continual LearningDeep Learning | CodeCode Available | 1 | 5 |
| Exploring Deep Learning for Joint Audio-Visual Lip Biometrics | Apr 17, 2021 | Deep LearningSpeaker Recognition | CodeCode Available | 1 | 5 |
| Exploring Scalability in Large-Scale Time Series in DeepVATS framework | Aug 8, 2024 | Deep LearningTime Series | CodeCode Available | 1 | 5 |
| Bayesian Deep Learning via Subnetwork Inference | Oct 28, 2020 | Bayesian InferenceDeep Learning | CodeCode Available | 1 | 5 |
| Extractive Summarization using Deep Learning | Aug 15, 2017 | ArticlesDeep Learning | CodeCode Available | 1 | 5 |
| Artificial Intelligence in Surgery: Neural Networks and Deep Learning | Sep 28, 2020 | Deep LearningSelf-Driving Cars | CodeCode Available | 1 | 5 |
| BayesCap: Bayesian Identity Cap for Calibrated Uncertainty in Frozen Neural Networks | Jul 14, 2022 | Autonomous DrivingDeblurring | CodeCode Available | 1 | 5 |
| Aerial Imagery Pile burn detection using Deep Learning: the FLAME dataset | Dec 28, 2020 | BIG-bench Machine LearningBinary Classification | CodeCode Available | 1 | 5 |
| Bayesian Deep Learning and a Probabilistic Perspective of Generalization | Feb 20, 2020 | Deep LearningGaussian Processes | CodeCode Available | 1 | 5 |
| GaNDLF: A Generally Nuanced Deep Learning Framework for Scalable End-to-End Clinical Workflows in Medical Imaging | Feb 26, 2021 | Brain SegmentationData Augmentation | CodeCode Available | 1 | 5 |
| YATO: Yet Another deep learning based Text analysis Open toolkit | Sep 28, 2022 | Deep Learning | CodeCode Available | 1 | 5 |
