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Add Zhou et al. 2024 multimodal ST-GCN for isolated sign recognition#163

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AmitMY merged 2 commits into
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signlang2024/zhou-etal-2024-multimodal
Apr 28, 2026
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Add Zhou et al. 2024 multimodal ST-GCN for isolated sign recognition#163
AmitMY merged 2 commits into
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signlang2024/zhou-etal-2024-multimodal

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@AmitMY AmitMY commented Apr 28, 2026

Summary

  • Adds a citation for Zhou et al. 2024, "A Multimodal Spatio-Temporal GCN Model with Enhancements for Isolated Sign Recognition" (SignLang 2024, 2024.signlang-1.45).
  • Inserted in the Pose-to-Gloss section right after @dafnis2022bidirectional, since the new paper extends that bidirectional ST-GCN approach (same Rutgers/BU group) with a per-channel Gating module and an auxiliary multimodal transformer branch for temporal action localization on ASLLRP datasets.
  • Appended the corresponding BibTeX entry to src/references.bib.

Test plan

  • Verify the citation @zhou-etal-2024-multimodal renders correctly in the built site.
  • Confirm the new sentence reads cleanly in the Pose-to-Gloss subsection.

Generated with Claude Code

AmitMY and others added 2 commits April 28, 2026 11:50
Cites the SignLang 2024 paper extending bidirectional skeleton-based GCN
recognition with a Gating module and an auxiliary multimodal transformer
branch for temporal action localization on ASLLRP/WLASL data.

Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
@AmitMY AmitMY force-pushed the signlang2024/zhou-etal-2024-multimodal branch from 6892192 to 2a2ba2d Compare April 28, 2026 11:50
@AmitMY AmitMY merged commit 3b319c2 into master Apr 28, 2026
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@AmitMY AmitMY deleted the signlang2024/zhou-etal-2024-multimodal branch April 28, 2026 13:04
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