| Ontology Embedding: A Survey of Methods, Applications and Resources | Jun 16, 2024 | Logical ReasoningOntology Embedding | CodeCode Available | 2 | 5 |
| On the State of NLP Approaches to Modeling Depression in Social Media: A Post-COVID-19 Outlook | Oct 11, 2024 | EthicsFairness | CodeCode Available | 2 | 5 |
| SURE: SUrvey REcipes for building reliable and robust deep networks | Mar 1, 2024 | image-classificationImage Classification | CodeCode Available | 2 | 5 |
| A Comprehensive Survey on Graph Reduction: Sparsification, Coarsening, and Condensation | Jan 29, 2024 | Survey | CodeCode Available | 2 | 5 |
| Data Augmentation for Deep Graph Learning: A Survey | Feb 16, 2022 | Data AugmentationGraph Learning | CodeCode Available | 1 | 5 |
| Data Augmentation Approaches in Natural Language Processing: A Survey | Oct 5, 2021 | Data AugmentationDiversity | CodeCode Available | 1 | 5 |
| Data Augmentation on Graphs: A Technical Survey | Dec 20, 2022 | Data AugmentationGraph Representation Learning | CodeCode Available | 1 | 5 |
| Source Code Data Augmentation for Deep Learning: A Survey | May 31, 2023 | Data AugmentationDeep Learning | CodeCode Available | 1 | 5 |
| From Handcrafted to Deep Features for Pedestrian Detection: A Survey | Oct 1, 2020 | Pedestrian DetectionSurvey | CodeCode Available | 1 | 5 |
| From Linguistic Giants to Sensory Maestros: A Survey on Cross-Modal Reasoning with Large Language Models | Sep 19, 2024 | Survey | CodeCode Available | 1 | 5 |
| A survey on Adversarial Recommender Systems: from Attack/Defense strategies to Generative Adversarial Networks | May 20, 2020 | ArticlesBIG-bench Machine Learning | CodeCode Available | 1 | 5 |
| Countering Malicious DeepFakes: Survey, Battleground, and Horizon | Feb 27, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| Adversarial Examples in the Physical World: A Survey | Nov 1, 2023 | Survey | CodeCode Available | 1 | 5 |
| Convergence of Edge Computing and Deep Learning: A Comprehensive Survey | Jul 19, 2019 | Cloud ComputingDeep Learning | CodeCode Available | 1 | 5 |
| Continual Learning in Medical Imaging: A Survey and Practical Analysis | May 22, 2024 | Continual LearningSurvey | CodeCode Available | 1 | 5 |
| A Systematic Survey of Deep Learning-based Single-Image Super-Resolution | Sep 29, 2021 | Deep LearningImage Quality Assessment | 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 |
| Designing Large Foundation Models for Efficient Training and Inference: A Survey | Sep 3, 2024 | Knowledge DistillationModel Compression | CodeCode Available | 1 | 5 |
| Context Dependent Semantic Parsing: A Survey | Nov 2, 2020 | Semantic ParsingSurvey | CodeCode Available | 1 | 5 |
| Replication in Visual Diffusion Models: A Survey and Outlook | Jul 7, 2024 | BenchmarkingSurvey | CodeCode Available | 1 | 5 |
| State of the Art and Potentialities of Graph-level Learning | Jan 14, 2023 | Graph LearningSurvey | CodeCode Available | 1 | 5 |
| A Survey of Few-Shot Learning on Graphs: from Meta-Learning to Pre-Training and Prompt Learning | Feb 2, 2024 | Few-Shot LearningGraph Representation Learning | 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 |
