2 papers
cs.CV2024
V"Mean"ba: Visual State Space Models only need 1 hidden dimension
Tien-Yu Chi, Hung-Yueh Chiang, Chi-Chih Chang +2
Vision transformers dominate image processing tasks due to their superior performance. However, the quadratic complexity of self-attention limits the scalability of these systems a…
cs.CV2023
FLORA: Fine-grained Low-Rank Architecture Search for Vision Transformer
Chi-Chih Chang, Yuan-Yao Sung, Shixing Yu +3
Vision Transformers (ViT) have recently demonstrated success across a myriad of computer vision tasks. However, their elevated computational demands pose significant challenges for…