| State of the Art and Potentialities of Graph-level Learning | Jan 14, 2023 | Graph LearningSurvey | CodeCode Available | 1 | 5 |
| Deep Learning for 3D Point Cloud Understanding: A Survey | Sep 18, 2020 | Autonomous DrivingDeep Learning | CodeCode Available | 1 | 5 |
| Image Colorization: A Survey and Dataset | Aug 25, 2020 | BenchmarkingColorization | CodeCode Available | 1 | 5 |
| Deep Learning Based Brain Tumor Segmentation: A Survey | Jul 18, 2020 | Brain Tumor SegmentationDeep Learning | CodeCode Available | 1 | 5 |
| Deep learning and machine learning techniques for head pose estimation: a survey | Sep 12, 2024 | ArticlesHead Pose Estimation | CodeCode Available | 1 | 5 |
| Deep Learning-based Face Super-Resolution: A Survey | Jan 11, 2021 | Deep LearningFace Hallucination | CodeCode Available | 1 | 5 |
| Deep Learning-Based Human Pose Estimation: A Survey | Dec 24, 2020 | 2D Human Pose Estimation3D Human Pose Estimation | CodeCode Available | 1 | 5 |
| Deep Facial Expression Recognition: A Survey | Apr 23, 2018 | Facial Expression RecognitionFacial Expression Recognition (FER) | CodeCode Available | 1 | 5 |
| Human-Object Interaction Detection:A Quick Survey and Examination of Methods | Sep 27, 2020 | Human-Object Interaction DetectionObject | CodeCode Available | 1 | 5 |
| Advances in Deep Concealed Scene Understanding | Apr 21, 2023 | Scene UnderstandingSemantic Segmentation | CodeCode Available | 1 | 5 |
| Hyperbolic Deep Neural Networks: A Survey | Jan 12, 2021 | Knowledge GraphsRepresentation Learning | CodeCode Available | 1 | 5 |
| Advances in 3D Neural Stylization: A Survey | Nov 30, 2023 | NavigateNeural Stylization | CodeCode Available | 1 | 5 |
| Deep Learning for Face Anti-Spoofing: A Survey | Jun 28, 2021 | Deep LearningDomain Generalization | CodeCode Available | 1 | 5 |
| Hyperspectral Image Classification-Traditional to Deep Models: A Survey for Future Prospects | Jan 15, 2021 | General ClassificationHyperspectral Image Classification | CodeCode Available | 1 | 5 |
| Interpretable Deep Learning: Interpretation, Interpretability, Trustworthiness, and Beyond | Mar 19, 2021 | Adversarial RobustnessDeep Learning | CodeCode Available | 1 | 5 |
| Data Augmentation on Graphs: A Technical Survey | Dec 20, 2022 | Data AugmentationGraph Representation Learning | CodeCode Available | 1 | 5 |
| A Comprehensive Survey of Evaluation Techniques for Recommendation Systems | Dec 26, 2023 | Collaborative FilteringRecommendation Systems | CodeCode Available | 1 | 5 |
| Source Code Data Augmentation for Deep Learning: A Survey | May 31, 2023 | Data AugmentationDeep Learning | CodeCode Available | 1 | 5 |
| Data Augmentation Approaches in Natural Language Processing: A Survey | Oct 5, 2021 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| Countering Malicious DeepFakes: Survey, Battleground, and Horizon | Feb 27, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Data Augmentation for Deep Graph Learning: A Survey | Feb 16, 2022 | Data AugmentationGraph Learning | CodeCode Available | 1 | 5 |
| Heterogeneous Contrastive Learning for Foundation Models and Beyond | Mar 30, 2024 | Contrastive LearningSelf-Supervised Learning | CodeCode Available | 1 | 5 |
| Data Optimization in Deep Learning: A Survey | Oct 25, 2023 | Data AugmentationDeep Learning | CodeCode Available | 1 | 5 |
| Convergence of Edge Computing and Deep Learning: A Comprehensive Survey | Jul 19, 2019 | Cloud ComputingDeep Learning | CodeCode Available | 1 | 5 |
| Graph Self-Supervised Learning: A Survey | Feb 27, 2021 | Self-Supervised LearningSurvey | CodeCode Available | 1 | 5 |
| Guided Depth Map Super-resolution: A Survey | Feb 19, 2023 | Depth Image UpsamplingDepth Map Super-Resolution | CodeCode Available | 1 | 5 |
| Context Dependent Semantic Parsing: A Survey | Nov 2, 2020 | Semantic ParsingSurvey | CodeCode Available | 1 | 5 |
| A Comprehensive Survey of Data Augmentation in Visual Reinforcement Learning | Oct 10, 2022 | Data Augmentationreinforcement-learning | CodeCode Available | 1 | 5 |
| Continual Learning in Medical Imaging: A Survey and Practical Analysis | May 22, 2024 | Continual LearningSurvey | CodeCode Available | 1 | 5 |
| Constructing interval variables via faceted Rasch measurement and multitask deep learning: a hate speech application | Sep 22, 2020 | SentenceSurvey | CodeCode Available | 1 | 5 |
| A Comprehensive Survey of Continual Learning: Theory, Method and Application | Jan 31, 2023 | Continual LearningLearning Theory | CodeCode Available | 1 | 5 |
| Designing Large Foundation Models for Efficient Training and Inference: A Survey | Sep 3, 2024 | Knowledge DistillationModel Compression | CodeCode Available | 1 | 5 |
| Heterogeneous Federated Learning: State-of-the-art and Research Challenges | Jul 20, 2023 | Federated LearningSurvey | CodeCode Available | 1 | 5 |
| Graph Neural Networks in IoT: A Survey | Mar 29, 2022 | Autonomous VehiclesSurvey | CodeCode Available | 1 | 5 |
| Graph Neural Networks in Recommender Systems: A Survey | Nov 4, 2020 | Graph Neural NetworkGraph Representation Learning | CodeCode Available | 1 | 5 |
| Complex Knowledge Base Question Answering: A Survey | Aug 15, 2021 | Information RetrievalKnowledge Base Question Answering | CodeCode Available | 1 | 5 |
| A Survey on Deep Learning-based Single Image Crowd Counting: Network Design, Loss Function and Supervisory Signal | Dec 31, 2020 | Crowd CountingManagement | CodeCode Available | 1 | 5 |
| CommunityLM: Probing Partisan Worldviews from Language Models | Sep 15, 2022 | Survey | CodeCode Available | 1 | 5 |
| Class-Imbalanced Learning on Graphs: A Survey | Apr 9, 2023 | Graph Representation LearningRepresentation Learning | CodeCode Available | 1 | 5 |
| Causal Inference in Recommender Systems: A Survey and Future Directions | Aug 26, 2022 | Causal InferenceClick-Through Rate Prediction | CodeCode Available | 1 | 5 |
| Bias and Fairness in Large Language Models: A Survey | Sep 2, 2023 | counterfactualFairness | CodeCode Available | 1 | 5 |
| Benchmarking and Survey of Explanation Methods for Black Box Models | Feb 25, 2021 | BenchmarkingSurvey | CodeCode Available | 1 | 5 |
| Beyond Model Adaptation at Test Time: A Survey | Nov 6, 2024 | Domain AdaptationDomain Generalization | CodeCode Available | 1 | 5 |
| A Comprehensive Survey of Accelerated Generation Techniques in Large Language Models | May 15, 2024 | SurveyText Generation | CodeCode Available | 1 | 5 |
| BalanceBenchmark: A Survey for Imbalanced Learning | Feb 15, 2025 | Survey | CodeCode Available | 1 | 5 |
| Graph-based Knowledge Distillation: A survey and experimental evaluation | Feb 27, 2023 | Knowledge DistillationSelf-Knowledge Distillation | CodeCode Available | 1 | 5 |
| Data Poisoning in Deep Learning: A Survey | Mar 27, 2025 | Data PoisoningDeep Learning | CodeCode Available | 1 | 5 |
| Brain-Conditional Multimodal Synthesis: A Survey and Taxonomy | Dec 31, 2023 | Brain Computer InterfaceBrain Decoding | CodeCode Available | 1 | 5 |
| AutoML: A Survey of the State-of-the-Art | Aug 2, 2019 | AutoMLFeature Engineering | CodeCode Available | 1 | 5 |
| Automatic Gaze Analysis: A Survey of Deep Learning based Approaches | Aug 12, 2021 | Deep LearningGaze Estimation | CodeCode Available | 1 | 5 |
