SIGNET uses attention-based aggregation of multiple pretrained sign language backbones and gated fusion to achieve state-of-the-art cross-language sign language translation on How2Sign, Phoenix14T, CSL-Daily, and MeineDGS.
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SIGNET: Motion-Level Knowledge Transfer for Cross-Language Sign Language Translation
SIGNET uses attention-based aggregation of multiple pretrained sign language backbones and gated fusion to achieve state-of-the-art cross-language sign language translation on How2Sign, Phoenix14T, CSL-Daily, and MeineDGS.