67 citations · 111 across the 5 of their papers we have counts for
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cs.CV2023★ 2 cited
SoftCLIP: Softer Cross-modal Alignment Makes CLIP Stronger
Yuting Gao, Jinfeng Liu, Zihan Xu +5
During the preceding biennium, vision-language pre-training has achieved noteworthy success on several downstream tasks. Nevertheless, acquiring high-quality image-text pairs, wher…
cs.CV2021★ 2 cited
SiMaN: Sign-to-Magnitude Network Binarization
Mingbao Lin, Rongrong Ji, Zihan Xu +4
Binary neural networks (BNNs) have attracted broad research interest due to their efficient storage and computational ability. Nevertheless, a significant challenge of BNNs lies in…
cs.CV2020★ 67 cited
Rotated Binary Neural Network
Mingbao Lin, Rongrong Ji, Zihan Xu +5
Binary Neural Network (BNN) shows its predominance in reducing the complexity of deep neural networks. However, it suffers severe performance degradation. One of the major impedime…