2 papers
cs.CV2025
FedVLM: Scalable Personalized Vision-Language Models through Federated Learning
Arkajyoti Mitra, Afia Anjum, Paul Agbaje +2
Vision-language models (VLMs) demonstrate impressive zero-shot and few-shot learning capabilities, making them essential for several downstream tasks. However, fine-tuning these mo…
cs.LG2025
Enhancing Graph Neural Networks: A Mutual Learning Approach
Paul Agbaje, Arkajyoti Mitra, Afia Anjum +3
Knowledge distillation (KD) techniques have emerged as a powerful tool for transferring expertise from complex teacher models to lightweight student models, particularly beneficial…