4 citations · 13 across the 6 of their papers we have counts for
6 papers
Sign Language Production with Latent Motion Transformer
Pan Xie, Taiyi Peng, Yao Du +1
Sign Language Production (SLP) is the tough task of turning sign language into sign videos. The main goal of SLP is to create these videos using a sign gloss. In this research, we'…
G2P-DDM: Generating Sign Pose Sequence from Gloss Sequence with Discrete Diffusion Model
Pan Xie, Qipeng Zhang, Taiyi Peng +3
The Sign Language Production (SLP) project aims to automatically translate spoken languages into sign sequences. Our approach focuses on the transformation of sign gloss sequences…
MvSR-NAT: Multi-view Subset Regularization for Non-Autoregressive Machine Translation
Pan Xie, Zexian Li, Xiaohui Hu
Conditional masked language models (CMLM) have shown impressive progress in non-autoregressive machine translation (NAT). They learn the conditional translation model by predicting…
Multi-Scale Local-Temporal Similarity Fusion for Continuous Sign Language Recognition
Pan Xie, Zhi Cui, Yao Du +4
Continuous sign language recognition (cSLR) is a public significant task that transcribes a sign language video into an ordered gloss sequence. It is important to capture the fine-…
PiSLTRc: Position-informed Sign Language Transformer with Content-aware Convolution
Pan Xie, Mengyi Zhao, Xiaohui Hu
Since the superiority of Transformer in learning long-term dependency, the sign language Transformer model achieves remarkable progress in Sign Language Recognition (SLR) and Trans…
Infusing Sequential Information into Conditional Masked Translation Model with Self-Review Mechanism
Pan Xie, Zhi Cui, Xiuyin Chen +3
Non-autoregressive models generate target words in a parallel way, which achieve a faster decoding speed but at the sacrifice of translation accuracy. To remedy a flawed translatio…