2 papers
cs.LG2023
HNS: An Efficient Hermite Neural Solver for Solving Time-Fractional Partial Differential Equations
Jie Hou, Zhiying Ma, Shihui Ying +1
Neural network solvers represent an innovative and promising approach for tackling time-fractional partial differential equations by utilizing deep learning techniques. L1 interpol…
cs.CV2023
Any-Size-Diffusion: Toward Efficient Text-Driven Synthesis for Any-Size HD Images
Qingping Zheng, Yuanfan Guo, Jiankang Deng +4
Stable diffusion, a generative model used in text-to-image synthesis, frequently encounters resolution-induced composition problems when generating images of varying sizes. This is…