4 papers
SynerDiff: Synergetic Continuous Batching for Fast and Parallel Diffusion Model Inference
Ziqi Zhou, Peng Yang, Yuxin Liang +2
The expansion of Artificial Intelligence-generated content service requires diffusion model serving to simultaneously achieve high throughput and low task end-to-end (E2E) latency.…
Enhancing Text-to-Image Generation via End-Edge Collaborative Hybrid Super-Resolution
Chongbin Yi, Yuxin Liang, Ziqi Zhou +1
Artificial Intelligence-Generated Content (AIGC) has made significant strides, with high-resolution text-to-image (T2I) generation becoming increasingly critical for improving user…
Global-Local Medical SAM Adaptor Based on Full Adaption
Meng Wang, Yarong Feng, Yongwei Tang +3
Emerging of visual language models, such as the segment anything model (SAM), have made great breakthroughs in the field of universal semantic segmentation and significantly aid th…
Resource-Efficient Generative AI Model Deployment in Mobile Edge Networks
Yuxin Liang, Peng Yang, Yuanyuan He +1
The surging development of Artificial Intelligence-Generated Content (AIGC) marks a transformative era of the content creation and production. Edge servers promise attractive benef…