2 citations · 2 across the 2 of their papers we have counts for
2 papers
cs.CV2025
Expanding-and-Shrinking Binary Neural Networks
Xulong Shi, Caiyi Sun, Zhi Qi +2
While binary neural networks (BNNs) offer significant benefits in terms of speed, memory and energy, they encounter substantial accuracy degradation in challenging tasks compared t…
cs.CV2022★ 2 cited
RepBNN: towards a precise Binary Neural Network with Enhanced Feature Map via Repeating
Xulong Shi, Zhi Qi, Jiaxuan Cai +5
Binary neural network (BNN) is an extreme quantization version of convolutional neural networks (CNNs) with all features and weights mapped to just 1-bit. Although BNN saves a lot…