2 papers
cs.DC2026
Boosting Multimodal Federated Learning via Chained Modality Optimization
Zixin Zhang, Fan Qi, Shuai Li +2
Multimodal Federated Learning (MMFL) enables privacy-preserving collaborative learning across decentralized clients with heterogeneous data and modality availability. However, most…
cs.CV2025
Efficient Multi-Instance Generation with Janus-Pro-Dirven Prompt Parsing
Fan Qi, Yu Duan, Changsheng Xu
Recent advances in text-guided diffusion models have revolutionized conditional image generation, yet they struggle to synthesize complex scenes with multiple objects due to imprec…