5 citations · 5 across the 3 of their papers we have counts for
3 papers
eess.SP2025
Holographic Transformers for Complex-Valued Signal Processing: Integrating Phase Interference into Self-Attention
Enhao Huang, Zhiyu Zhang, Tianxiang Xu +6
Complex-valued signals encode both amplitude and phase, yet most deep models treat attention as real-valued correlation, overlooking interference effects. We introduce the Holograp…
cs.CV2024★ 5 cited
SAM-Lightening: A Lightweight Segment Anything Model with Dilated Flash Attention to Achieve 30 times Acceleration
Yanfei Song, Bangzheng Pu, Peng Wang +4
Segment Anything Model (SAM) has garnered significant attention in segmentation tasks due to their zero-shot generalization ability. However, a broader application of SAMs to real-…
cs.DC2023
Xenos: Dataflow-Centric Optimization to Accelerate Model Inference on Edge Devices
Zhang Runhua, Jiang Hongxu, Tian Fangzheng +7
Edge computing has been emerging as a popular scenario for model inference. However, the inference performance on edge devices (e.g., Multi-Core DSP, FGPA, etc.) suffers from ineff…