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hulianyuyy/README.md

Hi👋, i'm a PhD candidate (2021.09-now) in Tianjin University, China. My major interests include video understanding, sign language understanding and multi-modal learning. I'd like to let the people benefit more from general computer vision techniques. For more information, please visit www.hulianyu.top. Feel free to contact me via hly2021@tju.edu.cn.

✉ News:

  • We release CorrNet+, an unified model with superior performance on both continuous sign language recognition and sign language translation tasks by using only RGB inputs.

  • We release AdaptSign, a CSLR model powered by frozen pretrained image models with 18.5% & 18.8% WER on phoenix2014, 18.6% & 19.8% WER on phoenix2014-T, 26.7% & 26.3% WER on CSL-Daily.

  • We release DSTA-SLR, which performs sign language recognition (SLR) with pure skeleton inputs but ahcieves comparable accuracy and much faster speed than recognition with RGB inputs.

Anurag's GitHub stats

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  1. STGAT STGAT Public

    Skeleton-Based Action Recognition with Local Dynamic Spatial-Temporal Aggregation (Expert Systems with Applications 2023) (Previous name: Spatial Temporal Graph Attention Network for Skeleton-Based…

    Python 35 8

  2. SEN_CSLR SEN_CSLR Public

    Self-Emphasizing Network for Continuous Sign Language Recognition (AAAI2023 Oral)

    Python 40 2

  3. CorrNet CorrNet Public

    Continuous Sign Language Recognition with Correlation Network (CVPR 2023)

    Python 87 16

  4. DSTA-SLR DSTA-SLR Public

    Dynamic Spatial-Temporal Aggregation for Skeleton-Aware Sign Language Recognition (COLING2024)

    Python 6 2

  5. AdaptSign AdaptSign Public

    Improving Continuous Sign Language Recognition with Adapted Image Models

    Python 7 1

  6. CorrNet_Plus CorrNet_Plus Public

    CorrNet+: Sign Language Recognition and Translation via Spatial-Temporal Correlation

    Python 10 2