Accelerating Mobile Edge Generation (MEG) by Constrained Learning - Xu, Xiaoxia; Liu, Yuanwei; Mu, Xidong; Xing, Hong; Nallanathan, Arumugam (IEEE transactions on cognitive communications and networking, 2025)
Keywords: Artificial intelligence; Artificial intelligence generated content (AIGC); Computational modeling; Constraints; Diffusion models; Diffusion rate; Edge AI; edge artificial intelligence (AI); Edge computing; Energy consumption; generative AI (GAI); Image coding; Image compression; Image edge detection; Image processing; Image quality; Markov processes; Merging; mobile edge generation (MEG); Mobile handsets; Neurons; Noise reduction; Optimization; reinforcement learning (RL); Videos