6 citations · 8 across the 3 of their papers we have counts for
3 papers
cs.AR2022★ 2 cited
HeatViT: Hardware-Efficient Adaptive Token Pruning for Vision Transformers
Peiyan Dong, Mengshu Sun, Alec Lu +8
While vision transformers (ViTs) have continuously achieved new milestones in the field of computer vision, their sophisticated network architectures with high computation and memo…
cs.CV2022★ 6 cited
Auto-ViT-Acc: An FPGA-Aware Automatic Acceleration Framework for Vision Transformer with Mixed-Scheme Quantization
Zhengang Li, Mengshu Sun, Alec Lu +9
Vision transformers (ViTs) are emerging with significantly improved accuracy in computer vision tasks. However, their complex architecture and enormous computation/storage demand i…
eess.IV2022
FAIVConf: Face enhancement for AI-based Video Conference with Low Bit-rate
Zhengang Li, Sheng Lin, Shan Liu +4
Recently, high-quality video conferencing with fewer transmission bits has become a very hot and challenging problem. We propose FAIVConf, a specially designed video compression fr…