| Deep Learning-Based Human Pose Estimation: A Survey | Dec 24, 2020 | 2D Human Pose Estimation3D Human Pose Estimation | CodeCode Available | 1 |
| Self-Supervised Representation Learning for Astronomical Images | Dec 24, 2020 | AstronomyContrastive Learning | CodeCode Available | 1 |
| A Survey on Deep Learning for Human Mobility | Dec 4, 2020 | Deep LearningSurvey | CodeCode Available | 1 |
| Visual place recognition: A survey from deep learning perspective | Nov 28, 2020 | Deep LearningLoop Closure Detection | CodeCode Available | 1 |
| DeepShadows: Separating Low Surface Brightness Galaxies from Artifacts using Deep Learning | Nov 24, 2020 | SurveyTransfer Learning | CodeCode Available | 1 |
| Locally Linear Embedding and its Variants: Tutorial and Survey | Nov 22, 2020 | Dimensionality ReductionSurvey | CodeCode Available | 1 |
| Explainable Automated Fact-Checking: A Survey | Nov 7, 2020 | Fact CheckingSurvey | CodeCode Available | 1 |
| Graph Neural Networks in Recommender Systems: A Survey | Nov 4, 2020 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 1 |
| Context Dependent Semantic Parsing: A Survey | Nov 2, 2020 | Semantic ParsingSurvey | CodeCode Available | 1 |
| Wide-angle Image Rectification: A Survey | Oct 30, 2020 | 3D ReconstructionAutonomous Driving | CodeCode Available | 1 |
| A Survey on Recent Approaches for Natural Language Processing in Low-Resource Scenarios | Oct 23, 2020 | Data AugmentationSurvey | CodeCode Available | 1 |
| A Survey of Machine Learning Techniques in Adversarial Image Forensics | Oct 19, 2020 | BIG-bench Machine LearningImage Forensics | CodeCode Available | 1 |
| Domain Shift in Computer Vision models for MRI data analysis: An Overview | Oct 14, 2020 | BIG-bench Machine LearningSurvey | CodeCode Available | 1 |
| A Survey of Knowledge-Enhanced Text Generation | Oct 9, 2020 | DecoderSurvey | CodeCode Available | 1 |
| From Handcrafted to Deep Features for Pedestrian Detection: A Survey | Oct 1, 2020 | Pedestrian DetectionSurvey | CodeCode Available | 1 |
| Human-Object Interaction Detection:A Quick Survey and Examination of Methods | Sep 27, 2020 | Human-Object Interaction DetectionObject | CodeCode Available | 1 |
| Constructing interval variables via faceted Rasch measurement and multitask deep learning: a hate speech application | Sep 22, 2020 | SentenceSurvey | CodeCode Available | 1 |
| Deep Learning for 3D Point Cloud Understanding: A Survey | Sep 18, 2020 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| A Survey on Negative Transfer | Sep 2, 2020 | Lifelong learningMulti-Task Learning | CodeCode Available | 1 |
| Image Colorization: A Survey and Dataset | Aug 25, 2020 | BenchmarkingColorization | CodeCode Available | 1 |
| A Systematic Survey of Regularization and Normalization in GANs | Aug 19, 2020 | Data AugmentationSurvey | CodeCode Available | 1 |
| Deep learning for photoacoustic imaging: a survey | Aug 10, 2020 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 1 |
| A Survey on Text Classification: From Shallow to Deep Learning | Aug 2, 2020 | ClassificationDeep Learning | CodeCode Available | 1 |
| RGB-D Salient Object Detection: A Survey | Aug 1, 2020 | AttributeObject | CodeCode Available | 1 |
| An Empirical Survey of Data Augmentation for Time Series Classification with Neural Networks | Jul 31, 2020 | Data AugmentationGeneral Classification | CodeCode Available | 1 |
| Deep Learning Based Brain Tumor Segmentation: A Survey | Jul 18, 2020 | Brain Tumor SegmentationDeep Learning | CodeCode Available | 1 |
| Learning from Noisy Labels with Deep Neural Networks: A Survey | Jul 16, 2020 | Survey | CodeCode Available | 1 |
| A Survey of Privacy Attacks in Machine Learning | Jul 15, 2020 | BIG-bench Machine LearningSurvey | CodeCode Available | 1 |
| Deep Learning for Vision-based Prediction: A Survey | Jun 30, 2020 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| Survey on the Analysis and Modeling of Visual Kinship: A Decade in the Making | Jun 29, 2020 | Gesture RecognitionSurvey | CodeCode Available | 1 |
| A survey of loss functions for semantic segmentation | Jun 26, 2020 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Neural Unsupervised Domain Adaptation in NLP---A Survey | May 31, 2020 | Domain AdaptationOut-of-Distribution Generalization | CodeCode Available | 1 |
| A survey on Adversarial Recommender Systems: from Attack/Defense strategies to Generative Adversarial Networks | May 20, 2020 | ArticlesBIG-bench Machine Learning | CodeCode Available | 1 |
| Generative Adversarial Networks for photo to Hayao Miyazaki style cartoons | May 15, 2020 | Survey | CodeCode Available | 1 |
| AtsPy: Automated Time Series Forecasting in Python | May 14, 2020 | SurveyTime Series | CodeCode Available | 1 |
| Text Recognition in the Wild: A Survey | May 7, 2020 | Scene Text RecognitionSurvey | CodeCode Available | 1 |
| Multi-Task Learning for Dense Prediction Tasks: A Survey | Apr 28, 2020 | Multi-Task LearningPrediction | CodeCode Available | 1 |
| Meta-Learning in Neural Networks: A Survey | Apr 11, 2020 | Few-Shot LearningHyperparameter Optimization | CodeCode Available | 1 |
| Sum-product networks: A survey | Apr 2, 2020 | Natural Language UnderstandingSurvey | CodeCode Available | 1 |
| A Survey of Adversarial Learning on Graphs | Mar 10, 2020 | ClusteringGraph Clustering | CodeCode Available | 1 |
| Natural Language Processing Advancements By Deep Learning: A Survey | Mar 2, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 1 |
| A Survey of Deep Learning Techniques for Neural Machine Translation | Feb 18, 2020 | Deep LearningMachine Translation | CodeCode Available | 1 |
| The Deep Learning Compiler: A Comprehensive Survey | Feb 6, 2020 | Deep LearningSurvey | CodeCode Available | 1 |
| Image Segmentation Using Deep Learning: A Survey | Jan 15, 2020 | DecoderDeep Learning | CodeCode Available | 1 |
| Deep Learning for Person Re-identification: A Survey and Outlook | Jan 13, 2020 | Cross-Modal Person Re-IdentificationDeep Learning | CodeCode Available | 1 |
| Deep Learning for 3D Point Clouds: A Survey | Dec 27, 2019 | 3D Object Detection3D Shape Classification | CodeCode Available | 1 |
| A Comprehensive Survey on Transfer Learning | Nov 7, 2019 | SurveyTransfer Learning | CodeCode Available | 1 |
| AutoML: A Survey of the State-of-the-Art | Aug 2, 2019 | AutoMLFeature Engineering | CodeCode Available | 1 |
| Machine Learning at the Network Edge: A Survey | Jul 31, 2019 | BIG-bench Machine LearningEdge-computing | CodeCode Available | 1 |
| Convergence of Edge Computing and Deep Learning: A Comprehensive Survey | Jul 19, 2019 | Cloud ComputingDeep Learning | CodeCode Available | 1 |
