activity
20202023
most citedRotated Binary Neural Network

67 citations · 111 across the 5 of their papers we have counts for

collaborators

5 papers

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.IT2022★ 29 cited

Spectral and Energy Efficiency of DCO-OFDM in Visible Light Communication Systems with Finite-Alphabet Inputs

Ruixin Yang, Shuai Ma, Zihan Xu +6

The bound of the information transmission rate of direct current biased optical orthogonal frequency division multiplexing (DCO-OFDM) for visible light communication (VLC) with fin…

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…

cs.CL2020★ 11 cited

CREDIT: Coarse-to-Fine Sequence Generation for Dialogue State Tracking

Zhi Chen, Lu Chen, Zihan Xu +3

In dialogue systems, a dialogue state tracker aims to accurately find a compact representation of the current dialogue status, based on the entire dialogue history. While previous…