| Uniform convergence may be unable to explain generalization in deep learning | Feb 13, 2019 | Deep LearningGeneralization Bounds | CodeCode Available | 0 |
| Geometric deep learning approach to knot theory | May 26, 2023 | Deep Learning | CodeCode Available | 0 |
| SceneEDNet: A Deep Learning Approach for Scene Flow Estimation | Jul 10, 2018 | DecoderDeep Learning | CodeCode Available | 0 |
| Deep Learning Algorithms for Hedging with Frictions | Nov 2, 2021 | Deep LearningTime Series Analysis | CodeCode Available | 0 |
| Predicting Semen Motility using three-dimensional Convolutional Neural Networks | Jan 8, 2021 | Deep Learning | CodeCode Available | 0 |
| A Deep-Learning-Based Fashion Attributes Detection Model | Oct 24, 2018 | Deep LearningMarketing | CodeCode Available | 0 |
| Geometric Deep Learning for Realized Covariance Matrix Forecasting | Dec 12, 2024 | Deep Learning | CodeCode Available | 0 |
| Scene Text Detection and Recognition: The Deep Learning Era | Nov 10, 2018 | Deep LearningScene Text Detection | CodeCode Available | 0 |
| Deep Learning on Graphs: A Survey | Dec 11, 2018 | Deep LearningReinforcement Learning | CodeCode Available | 0 |
| Predicting Splicing from Primary Sequence with Deep Learning | Jan 17, 2019 | Deep LearningSpecificity | CodeCode Available | 0 |
| Time to Die: Death Prediction in Dota 2 using Deep Learning | May 21, 2019 | Deep LearningDota 2 | CodeCode Available | 0 |
| Geometric deep learning on graphs and manifolds using mixture model CNNs | Nov 25, 2016 | Deep LearningDocument Classification | CodeCode Available | 0 |
| Deep-Learning-Aided Distributed Clock Synchronization for Wireless Networks | Jun 24, 2022 | Deep Learning | CodeCode Available | 0 |
| A framework for deep learning emulation of numerical models with a case study in satellite remote sensing | Oct 29, 2019 | Cloud DetectionComputational Efficiency | CodeCode Available | 0 |
| Geometric Loss Functions for Camera Pose Regression with Deep Learning | Apr 2, 2017 | Deep LearningPosition | CodeCode Available | 0 |
| Modeling Intra-Relation in Math Word Problems with Different Functional Multi-Head Attentions | Jul 1, 2019 | Deep LearningMath | CodeCode Available | 0 |
| Modeling Irregularly Sampled Clinical Time Series | Dec 3, 2018 | Deep LearningLength-of-Stay prediction | CodeCode Available | 0 |
| Training point-based deep learning networks for forest segmentation with synthetic data | Mar 21, 2024 | Deep Learning | CodeCode Available | 0 |
| Modeling of Time-varying Wireless Communication Channel with Fading and Shadowing | May 13, 2024 | Deep LearningTransfer Learning | CodeCode Available | 0 |
| A generic framework for privacy preserving deep learning | Nov 9, 2018 | Deep LearningFederated Learning | CodeCode Available | 0 |
| A Generalizable Deep Learning System for Cardiac MRI | Dec 1, 2023 | Contrastive LearningDeep Learning | CodeCode Available | 0 |
| Geometry of Optimization and Implicit Regularization in Deep Learning | May 8, 2017 | Deep Learning | CodeCode Available | 0 |
| Geoseg: A Computer Vision Package for Automatic Building Segmentation and Outline Extraction | Sep 10, 2018 | Computational EfficiencyDeep Learning | CodeCode Available | 0 |
| Predicting the Computational Cost of Deep Learning Models | Nov 28, 2018 | Deep Learning | CodeCode Available | 0 |
| Deep Learning on Edge TPUs | Aug 31, 2021 | Deep Learning | CodeCode Available | 0 |
| A General Framework for Uncertainty Estimation in Deep Learning | Jul 16, 2019 | Autonomous DrivingBayesian Inference | CodeCode Available | 0 |
| Modelling Uncertainty in Deep Learning for Camera Relocalization | Sep 19, 2015 | Camera RelocalizationDeep Learning | CodeCode Available | 0 |
| Gibbs randomness-compression proposition: An efficient deep learning | May 29, 2025 | Deep LearningNeural Architecture Search | CodeCode Available | 0 |
| GIST: Generated Inputs Sets Transferability in Deep Learning | Nov 1, 2023 | Deep Learning | CodeCode Available | 0 |
| Stop overkilling simple tasks with black-box models and use transparent models instead | Feb 6, 2023 | Deep LearningFeature Engineering | CodeCode Available | 0 |
| A Novel Apex-Time Network for Cross-Dataset Micro-Expression Recognition | Apr 7, 2019 | Deep LearningMicro Expression Recognition | CodeCode Available | 0 |
| StrassenNets: Deep Learning with a Multiplication Budget | Dec 11, 2017 | Deep Learningimage-classification | CodeCode Available | 0 |
| Anomalous Motion Detection on Highway Using Deep Learning | Jun 15, 2020 | Anomaly DetectionDeep Learning | CodeCode Available | 0 |
| Global Convergence of Block Coordinate Descent in Deep Learning | Mar 1, 2018 | Deep Learning | CodeCode Available | 0 |
| A Deep Learning-Based Approach for Mangrove Monitoring | Oct 7, 2024 | Deep LearningMamba | CodeCode Available | 0 |
| Predicting Yelp Star Reviews Based on Network Structure with Deep Learning | Dec 11, 2017 | Deep Learningimage-classification | CodeCode Available | 0 |
| ANNETT-O: An Ontology for Describing Artificial Neural Network Evaluation, Topology and Training | Apr 7, 2018 | Deep Learning | CodeCode Available | 0 |
| A Deep Learning Approach to Unsupervised Ensemble Learning | Feb 6, 2016 | Deep LearningEnsemble Learning | CodeCode Available | 0 |
| Structural-RNN: Deep Learning on Spatio-Temporal Graphs | Nov 17, 2015 | Deep LearningHuman Pose Forecasting | CodeCode Available | 0 |
| Global Voxel Transformer Networks for Augmented Microscopy | Aug 5, 2020 | Deep Learning | CodeCode Available | 0 |
| Globular Cluster Detection in M33 Using Multiple Views Representation Learning | Nov 15, 2023 | 2D Object DetectionDeep Learning | CodeCode Available | 0 |
| GluonCV and GluonNLP: Deep Learning in Computer Vision and Natural Language Processing | Jul 9, 2019 | Deep Learning | CodeCode Available | 0 |
| Deep Learning: A Critical Appraisal | Jan 2, 2018 | Deep Learningspeech-recognition | CodeCode Available | 0 |
| Deep Learning on 3D Semantic Segmentation: A Detailed Review | Nov 4, 2024 | 3D Semantic SegmentationDeep Learning | CodeCode Available | 0 |
| MODL: Multilearner Online Deep Learning | May 28, 2024 | Deep LearningLearning Theory | CodeCode Available | 0 |
| Goal-Oriented Sensitivity Analysis of Hyperparameters in Deep Learning | Jul 13, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| SCSS-Net: Solar Corona Structures Segmentation by Deep Learning | Sep 22, 2021 | Deep LearningTransfer Learning | CodeCode Available | 0 |
| Deep Learning of Vortex Induced Vibrations | Aug 26, 2018 | Deep Learning | CodeCode Available | 0 |
| Deep-IRT: Make Deep Learning Based Knowledge Tracing Explainable Using Item Response Theory | Apr 26, 2019 | Deep LearningKnowledge Tracing | CodeCode Available | 0 |
| SCUT-FBP: A Benchmark Dataset for Facial Beauty Perception | Nov 8, 2015 | Deep Learning | CodeCode Available | 0 |