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What is Improving Continuous Sign Language Recognition With Consistency Constraints and Signer Removal about?

This document presents a novel approach to improving continuous sign language recognition (CSLR) by introducing consistency constraints and a signer removal module. The proposed model enhances the visual module through spatial attention consistency and aligns visual and sequential features at the sentence level, achieving state-of-the-art performance on several benchmarks. Additionally, the signer removal module effectively addresses challenges in signer-independent settings by disentangling signer-specific

Author

karpagamk0805

Language

EN