4 citations · 5 across the 5 of their papers we have counts for
Showing 2023Show all
2 papers · 1 filter
cs.CV2023
Patch-wise Mixed-Precision Quantization of Vision Transformer
Junrui Xiao, Zhikai Li, Lianwei Yang +1
As emerging hardware begins to support mixed bit-width arithmetic computation, mixed-precision quantization is widely used to reduce the complexity of neural networks. However, Vis…
cs.CV2023
BinaryViT: Towards Efficient and Accurate Binary Vision Transformers
Junrui Xiao, Zhikai Li, Lianwei Yang +1
Vision Transformers (ViTs) have emerged as the fundamental architecture for most computer vision fields, but the considerable memory and computation costs hinders their application…