2 papers
cs.CV2024
Frequency-based Matcher for Long-tailed Semantic Segmentation
Shan Li, Lu Yang, Pu Cao +2
The successful application of semantic segmentation technology in the real world has been among the most exciting achievements in the computer vision community over the past decade…
cs.LG2024
PikeLPN: Mitigating Overlooked Inefficiencies of Low-Precision Neural Networks
Marina Neseem, Conor McCullough, Randy Hsin +8
Low-precision quantization is recognized for its efficacy in neural network optimization. Our analysis reveals that non-quantized elementwise operations which are prevalent in laye…