| Uni-Sign: Toward Unified Sign Language Understanding at Scale | Jan 25, 2025 | Computational EfficiencyGloss-free Sign Language Translation | CodeCode Available | 2 | 5 |
| Gloss-Free End-to-End Sign Language Translation | May 22, 2023 | Gloss-free Sign Language TranslationSign Language Translation | CodeCode Available | 1 | 5 |
| Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining | Jul 27, 2023 | DecoderGloss-free Sign Language Translation | CodeCode Available | 1 | 5 |
| Signformer is all you need: Towards Edge AI for Sign Language | Nov 19, 2024 | AllGloss-free Sign Language Translation | CodeCode Available | 1 | 5 |
| Towards Privacy-Aware Sign Language Translation at Scale | Feb 14, 2024 | Gloss-free Sign Language TranslationSign Language Translation | CodeCode Available | 1 | 5 |
| Open-Domain Sign Language Translation Learned from Online Video | May 25, 2022 | Gloss-free Sign Language TranslationSign Language Translation | CodeCode Available | 1 | 5 |
| Factorized Learning Assisted with Large Language Model for Gloss-free Sign Language Translation | Mar 19, 2024 | Gloss-free Sign Language TranslationLanguage Modeling | CodeCode Available | 1 | 5 |
| Gloss Attention for Gloss-free Sign Language Translation | Jul 14, 2023 | Gloss-free Sign Language TranslationLanguage Modeling | CodeCode Available | 1 | 5 |
| Improving Gloss-free Sign Language Translation by Reducing Representation Density | May 23, 2024 | Contrastive LearningGloss-free Sign Language Translation | CodeCode Available | 1 | 5 |
| An Efficient Sign Language Translation Using Spatial Configuration and Motion Dynamics with LLMs | Aug 20, 2024 | Gloss-free Sign Language TranslationSign Language Translation | CodeCode Available | 1 | 5 |
| Sign Language Translation with Sentence Embedding Supervision | Aug 14, 2024 | Gloss-free Sign Language TranslationSentence | CodeCode Available | 0 | 5 |
| Multilingual Gloss-free Sign Language Translation: Towards Building a Sign Language Foundation Model | May 30, 2025 | Gloss-free Sign Language TranslationSign Language Translation | CodeCode Available | 0 | 5 |
| A Spatio-Temporal Representation Learning as an Alternative to Traditional Glosses in Sign Language Translation and Production | Jul 3, 2024 | Gloss-free Sign Language TranslationRepresentation Learning | —Unverified | 0 | 0 |
| C^2RL: Content and Context Representation Learning for Gloss-free Sign Language Translation and Retrieval | Aug 19, 2024 | Gloss-free Sign Language TranslationRepresentation Learning | —Unverified | 0 | 0 |
| Leveraging the Power of MLLMs for Gloss-Free Sign Language Translation | Nov 25, 2024 | Gloss-free Sign Language TranslationSentence | —Unverified | 0 | 0 |
| LLMs are Good Sign Language Translators | Apr 1, 2024 | Gloss-free Sign Language TranslationSign Language Translation | —Unverified | 0 | 0 |
| Scaling Sign Language Translation | Jul 16, 2024 | DecoderGloss-free Sign Language Translation | —Unverified | 0 | 0 |
| Scaling up Multimodal Pre-training for Sign Language Understanding | Aug 16, 2024 | Gloss-free Sign Language TranslationSentence | —Unverified | 0 | 0 |
| Sign2GPT: Leveraging Large Language Models for Gloss-Free Sign Language Translation | May 7, 2024 | Gloss-free Sign Language TranslationSign Language Translation | —Unverified | 0 | 0 |
| 0/1 Deep Neural Networks via Block Coordinate Descent | Jun 19, 2022 | 10-shot image generation | —Unverified | 0 | 0 |
