Papers with sign language dictionary
SignCLIP: Connecting Text and Sign Language by Contrastive Learning (2024.emnlp-main)
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| Challenge: | SignCLIP is an efficient method of learning useful visual representations for sign language processing from large-scale, multilingual video-text pairs without optimizing for a specific task or sign language of limited size. |
| Approach: | They propose a method for learning visual representations for sign language processing from large-scale video-text pairs without directly optimizing for a specific task or sign language. |
| Outcome: | The proposed model can learn from multilingual video-text pairs without optimizing for a specific task or sign language of limited size. |