| On-the-Fly Category Discovery | Jan 1, 2023 | DisentanglementInductive Learning | CodeCode Available | 1 |
| Learning to Learn Better for Video Object Segmentation | Dec 5, 2022 | Inductive LearningObject | CodeCode Available | 1 |
| Distribution Free Prediction Sets for Node Classification | Nov 26, 2022 | ClassificationConformal Prediction | CodeCode Available | 0 |
| Few-Shot Inductive Learning on Temporal Knowledge Graphs using Concept-Aware Information | Nov 15, 2022 | Inductive LearningKnowledge Graph Completion | —Unverified | 0 |
| Situating Recommender Systems in Practice: Towards Inductive Learning and Incremental Updates | Nov 11, 2022 | Inductive LearningRecommendation Systems | —Unverified | 0 |
| What do Large Language Models Learn beyond Language? | Oct 21, 2022 | Inductive Learning | CodeCode Available | 0 |
| GPNet: Simplifying Graph Neural Networks via Multi-channel Geometric Polynomials | Sep 30, 2022 | Graph Neural NetworkInductive Learning | —Unverified | 0 |
| Facing Changes: Continual Entity Alignment for Growing Knowledge Graphs | Jul 23, 2022 | Entity AlignmentInductive Learning | CodeCode Available | 1 |
| Video Capsule Endoscopy Classification using Focal Modulation Guided Convolutional Neural Network | Jun 16, 2022 | Inductive LearningMedical Image Classification | CodeCode Available | 0 |
| FOLD-TR: A Scalable and Efficient Inductive Learning Algorithm for Learning To Rank | Jun 15, 2022 | Binary ClassificationInductive Learning | —Unverified | 0 |
| Developing hierarchical anticipations via neural network-based event segmentation | Jun 4, 2022 | Event SegmentationInductive Learning | CodeCode Available | 0 |
| CLUES: A Benchmark for Learning Classifiers using Natural Language Explanations | Apr 14, 2022 | Inductive Learning | —Unverified | 0 |
| The worst of both worlds: A comparative analysis of errors in learning from data in psychology and machine learning | Mar 12, 2022 | Causal InferenceInductive Learning | —Unverified | 0 |
| PathSAGE: Spatial Graph Attention Neural Networks With Random Path Sampling | Mar 11, 2022 | Graph AttentionInductive Learning | —Unverified | 0 |
| Multi-modal Graph Learning for Disease Prediction | Mar 11, 2022 | Disease PredictionGraph Learning | CodeCode Available | 1 |
| Sparsity-aware neural user behavior modeling in online interaction platforms | Feb 28, 2022 | Inductive LearningRepresentation Learning | CodeCode Available | 1 |
| FOLD-RM: A Scalable, Efficient, and Explainable Inductive Learning Algorithm for Multi-Category Classification of Mixed Data | Feb 14, 2022 | Inductive Learning | CodeCode Available | 1 |
| Sparse Structure Learning via Graph Neural Networks for Inductive Document Classification | Dec 13, 2021 | ClassificationDocument Classification | CodeCode Available | 1 |
| HGATE: Heterogeneous Graph Attention Auto-Encoders | Nov 28, 2021 | Graph AttentionGraph Representation Learning | CodeCode Available | 1 |
| FOLD-R++: A Toolset for Automated Inductive Learning of Default Theories from Mixed Data | Nov 21, 2021 | feature selectionInductive Learning | —Unverified | 0 |
| FOLD-R++: A Scalable Toolset for Automated Inductive Learning of Default Theories from Mixed Data | Oct 15, 2021 | feature selectionInductive Learning | CodeCode Available | 1 |
| Towards Open-World Feature Extrapolation: An Inductive Graph Learning Approach | Oct 9, 2021 | Graph LearningGraph Neural Network | CodeCode Available | 1 |
| Inductive learning for product assortment graph completion | Oct 4, 2021 | Inductive Learning | —Unverified | 0 |
| How Neural Processes Improve Graph Link Prediction | Sep 30, 2021 | Inductive LearningInductive Link Prediction | CodeCode Available | 0 |
| Rethinking Temperature in Graph Contrastive Learning | Sep 29, 2021 | Contrastive LearningInductive Learning | CodeCode Available | 0 |
