OneSign: Unifying Sign Language Understanding Tasks with One Model
cs.CL, cs.AI, cs.CV
Submitted: 2026-09-27
Updated: 2026-09-27
Code: https://github.com/gswycf/OneSign
Terminology
Sources
- BBC-Oxford British Sign Language Dataset
- Sign Language Question Answering: A New Task, Benchmark, and Baseline for Sign Language Understanding
- Bridging Sign and Spoken Languages: Pseudo Gloss Generation for Sign Language Translation
- Global-local Enhancement Network for NMFs-aware Sign Language Recognition
- Mixtral of Experts
- GShard: Scaling Giant Models with Conditional Computation and Automatic Sharding
- Uni-Sign: Toward Unified Sign Language Understanding at Scale
- LLaVA-SLT: Visual Language Tuning for Sign Language Translation
- Dense Training, Sparse Inference: Rethinking Training of Mixture-of-Experts Language Models
- An Overview of Multi-Task Learning in Deep Neural Networks
- SignRep: Enhancing Self-Supervised Sign Representations
- SF-Net: Structured Feature Network for Continuous Sign Language Recognition
- Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting
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