| Learning to design without prior data: Discovering generalizable design strategies using deep learning and tree search | Nov 28, 2022 | AI AgentSelf-Learning | CodeCode Available | 0 |
| Evolutionary Generalized Zero-Shot Learning | Nov 23, 2022 | AttributeGeneralized Zero-Shot Learning | CodeCode Available | 0 |
| Learning Graph Representation of Agent Diffusers | May 10, 2025 | Graph Neural NetworkImage Generation | CodeCode Available | 0 |
| ZGUL: Zero-shot Generalization to Unseen Languages using Multi-source Ensembling of Language Adapters | Oct 25, 2023 | Cross-Lingual TransferLanguage Modelling | CodeCode Available | 0 |
| Enabling Adaptive Agent Training in Open-Ended Simulators by Targeting Diversity | Nov 7, 2024 | DiversityMeta Reinforcement Learning | CodeCode Available | 0 |
| Capability-Aware Shared Hypernetworks for Flexible Heterogeneous Multi-Robot Coordination | Jan 10, 2025 | DiversityImitation Learning | CodeCode Available | 0 |
| Eliciting and Understanding Cross-Task Skills with Task-Level Mixture-of-Experts | May 25, 2022 | Mixture-of-ExpertsMulti-Task Learning | CodeCode Available | 0 |
| Towards Graph Foundation Models: Learning Generalities Across Graphs via Task-Trees | Dec 21, 2024 | Graph Neural NetworkIn-Context Learning | CodeCode Available | 0 |
| LAD: Language Models as Data for Zero-Shot Dialog | Jul 28, 2022 | DiversityPrediction | CodeCode Available | 0 |
| A novel open-source ultrasound dataset with deep learning benchmarks for spinal cord injury localization and anatomical segmentation | Sep 24, 2024 | Anatomyobject-detection | CodeCode Available | 0 |
