no code implementations • 14 Feb 2020 • Jiawen Lyn
However, most SISR methods based on CNN do not make full use of hierarchical feature and the learning ability of network.
no code implementations • 8 Apr 2020 • Jiawen Lyn, Sen Yan
Aiming at the problems that the convolutional neural networks neglect to capture the inherent attributes of natural images and extract features only in a single scale in the field of image super-resolution reconstruction, a network structure based on attention mechanism and multi-scale feature fusion is proposed.
no code implementations • 24 Mar 2024 • Zequan Liu, Jiawen Lyn, Wei Zhu, Xing Tian, Yvette Graham
Parameter-efficient fine-tuning (PEFT) is widely studied for its effectiveness and efficiency in the era of large language models.