| Tackling Data Heterogeneity in Federated Learning through Knowledge Distillation with Inequitable Aggregation | Jun 25, 2025 | Federated LearningKnowledge Distillation | CodeCode Available | 0 |
| MoLe-VLA: Dynamic Layer-skipping Vision Language Action Model via Mixture-of-Layers for Efficient Robot Manipulation | Mar 26, 2025 | Knowledge DistillationMixture-of-Experts | —Unverified | 0 |
| xVLM2Vec: Adapting LVLM-based embedding models to multilinguality using Self-Knowledge Distillation | Mar 12, 2025 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Investigating and Enhancing Vision-Audio Capability in Omnimodal Large Language Models | Feb 27, 2025 | Knowledge DistillationSelf-Knowledge Distillation | —Unverified | 0 |
| Efficient Lung Ultrasound Severity Scoring Using Dedicated Feature Extractor | Jan 21, 2025 | DiagnosticKnowledge Distillation | CodeCode Available | 0 |
| Generative Dataset Distillation Based on Self-knowledge Distillation | Jan 8, 2025 | Dataset DistillationKnowledge Distillation | —Unverified | 0 |
| Towards Satellite Non-IID Imagery: A Spectral Clustering-Assisted Federated Learning Approach | Oct 17, 2024 | Earth ObservationFederated Learning | —Unverified | 0 |
| Frequency-Guided Masking for Enhanced Vision Self-Supervised Learning | Sep 16, 2024 | Few-Shot Learningimage-classification | CodeCode Available | 0 |
| SalNAS: Efficient Saliency-prediction Neural Architecture Search with self-knowledge distillation | Jul 29, 2024 | DecoderKnowledge Distillation | CodeCode Available | 0 |
| Towards A Generalizable Pathology Foundation Model via Unified Knowledge Distillation | Jul 26, 2024 | Knowledge DistillationQuestion Answering | CodeCode Available | 2 |
