3 papers
cs.CV2026
SignX: Continuous Sign Recognition in Compact Pose-Rich Latent Space
Sen Fang, Yalin Feng, Chunyu Sui +5
The complexity of Sign Language (SL) data processing brings many challenges. The current approach to recognition of SL signs aims to translate RGB sign language videos through pose…
cs.CV2025
SignLLM: Sign Language Production Large Language Models
Sen Fang, Chen Chen, Lei Wang +3
In this paper, we propose SignLLM, a multilingual Sign Language Production (SLP) large language model, which includes two novel multilingual SLP modes MLSF and Prompt2LangGloss tha…
cs.CV2025
SignDiff: Diffusion Model for American Sign Language Production
Sen Fang, Chunyu Sui, Yanghao Zhou +4
In this paper, we propose a dual-condition diffusion pre-training model named SignDiff that can generate human sign language speakers from a skeleton pose. SignDiff has a novel Fra…