| Knowledge-Preserving Incremental Social Event Detection via Heterogeneous GNNs | Jan 21, 2021 | Event DetectionFeature Engineering | CodeCode Available | 1 | 5 |
| Deep Iterative and Adaptive Learning for Graph Neural Networks | Dec 17, 2019 | Graph LearningGraph structure learning | CodeCode Available | 1 | 5 |
| Learning to Learn Better for Video Object Segmentation | Dec 5, 2022 | Inductive LearningObject | CodeCode Available | 1 | 5 |
| GraphSAINT: Graph Sampling Based Inductive Learning Method | Jul 10, 2019 | Graph AttentionGraph Embedding | CodeCode Available | 1 | 5 |
| PhysGNN: A Physics-Driven Graph Neural Network Based Model for Predicting Soft Tissue Deformation in Image-Guided Neurosurgery | Sep 9, 2021 | Graph Neural NetworkInductive Learning | CodeCode Available | 1 | 5 |
| Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach | Oct 9, 2021 | Graph LearningGraph Neural Network | CodeCode Available | 1 | 5 |
| Learning to Generate Levels From Nothing | Feb 12, 2020 | Image GenerationInductive Learning | CodeCode Available | 1 | 5 |
| Developing hierarchical anticipations via neural network-based event segmentation | Jun 4, 2022 | Event SegmentationInductive Learning | CodeCode Available | 0 | 5 |
| DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing | Sep 9, 2019 | 3D Part SegmentationInductive Learning | CodeCode Available | 0 | 5 |
| A Unifying Generative Model for Graph Learning Algorithms: Label Propagation, Graph Convolutions, and Combinations | Jan 19, 2021 | Graph LearningInductive Learning | CodeCode Available | 0 | 5 |
| Learning Node Representations against Perturbations | Aug 26, 2020 | Contrastive LearningInductive Learning | CodeCode Available | 0 | 5 |
| Learning Role-based Graph Embeddings | Feb 7, 2018 | Inductive LearningNetwork Embedding | CodeCode Available | 0 | 5 |
| Deep Hyperedges: a Framework for Transductive and Inductive Learning on Hypergraphs | Oct 7, 2019 | hyperedge classificationhypergraph embedding | CodeCode Available | 0 | 5 |
| Deep Gaussian Embedding of Graphs: Unsupervised Inductive Learning via Ranking | Jul 12, 2017 | Inductive LearningLink Prediction | CodeCode Available | 0 | 5 |
| Large-Scale Learnable Graph Convolutional Networks | Aug 12, 2018 | Document ClassificationInductive Learning | CodeCode Available | 0 | 5 |
| Inductive Learning of Robot Task Knowledge from Raw Data and Online Expert Feedback | Jan 13, 2025 | Inductive LearningInductive logic programming | CodeCode Available | 0 | 5 |
| FlowCyt: A Comparative Study of Deep Learning Approaches for Multi-Class Classification in Flow Cytometry Benchmarking | Feb 28, 2024 | BenchmarkingInductive Learning | CodeCode Available | 0 | 5 |
| A Surprisingly Simple Approach to Generalized Few-Shot Semantic Segmentation | Sep 26, 2024 | Few-Shot Semantic SegmentationGeneralized Few-Shot Semantic Segmentation | CodeCode Available | 0 | 5 |
| Incremental Learning of Event Definitions with Inductive Logic Programming | Feb 24, 2014 | Activity RecognitionIncremental Learning | CodeCode Available | 0 | 5 |
| Towards the Identifiability and Explainability for Personalized Learner Modeling: An Inductive Paradigm | Sep 1, 2023 | cognitive diagnosisDecoder | CodeCode Available | 0 | 5 |
| Adversarially Regularized Graph Attention Networks for Inductive Learning on Partially Labeled Graphs | Jun 7, 2021 | Graph AttentionGraph Embedding | CodeCode Available | 0 | 5 |
| Improving Few-Shot Inductive Learning on Temporal Knowledge Graphs using Confidence-Augmented Reinforcement Learning | Apr 2, 2023 | Few-Shot LearningInductive Learning | CodeCode Available | 0 | 5 |
| Every Document Owns Its Structure: Inductive Text Classification via Graph Neural Networks | Apr 22, 2020 | ClassificationDocument Embedding | CodeCode Available | 0 | 5 |
| A New Interpolation Approach and Corresponding Instance-Based Learning | Aug 26, 2021 | Cloud ComputingInductive Learning | CodeCode Available | 0 | 5 |
| GTEA: Inductive Representation Learning on Temporal Interaction Graphs via Temporal Edge Aggregation | Sep 11, 2020 | Inductive LearningNode Classification | CodeCode Available | 0 | 5 |
