Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining

27 July 2023

Papers citing "Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining"

32 / 32 papers shown

Title
ADAT: Time-Series-Aware Adaptive Transformer Architecture for Sign Language Translation Nada Shahin Leila Ismail SLR 34 0 0 16 Apr 2025
MixSignGraph: A Sign Sequence is Worth Mixed Graphs of Nodes Shiwei Gan Yafeng Yin Zhiwei Jiang Hongkai Wen Lei Xie Sanglu Lu SLR 37 0 0 16 Apr 2025
Hands-On: Segmenting Individual Signs from Continuous Sequences Low Jian He Harry Walsh Ozge Mercanoglu Sincan Richard Bowden SLR 43 0 0 11 Apr 2025
CLIP-SLA: Parameter-Efficient CLIP Adaptation for Continuous Sign Language Recognition Sarah Alyami H. Luqman SLR VLM 67 0 0 02 Apr 2025
SignRep: Enhancing Self-Supervised Sign Representations Ryan Wong Necati Cihan Camgöz Richard Bowden SLR 50 0 0 11 Mar 2025
Sign Language Translation using Frame and Event Stream: Benchmark Dataset and Algorithms X. Wang Y. Li Fuling Wang Bo Jiang Y. Wang Yonghong Tian Jin Tang Bin Luo SLR 74 0 0 09 Mar 2025
DiffSLT: Enhancing Diversity in Sign Language Translation via Diffusion Model JiHwan Moon Jihoon Park Jungeun Kim Jongseong Bae Hyeongwoo Jeon Ha Young Kim 80 1 0 26 Nov 2024
Leveraging the Power of MLLMs for Gloss-Free Sign Language Translation Jungeun Kim Hyeongwoo Jeon Jongseong Bae Ha Young Kim SLR 75 0 0 25 Nov 2024
Signformer is all you need: Towards Edge AI for Sign Language Eta Yang SLR 77 0 0 19 Nov 2024
Diverse Sign Language Translation Xin Shen Lei Shen Shaozu Yuan Heming Du Haiyang Sun Xin Yu SLR 30 0 0 25 Oct 2024
SCOPE: Sign Language Contextual Processing with Embedding from LLMs Yuqi Liu Wenqian Zhang Sihan Ren Chengyu Huang Jingyi Yu Lan Xu SLR 33 0 0 02 Sep 2024
Event Stream based Sign Language Translation: A High-Definition Benchmark Dataset and A New Algorithm Xiao Wang Yao Rong Fuling Wang Jianing Li Lin Zhu Bo Jiang Yaowei Wang SLR 21 0 0 20 Aug 2024
An Efficient Sign Language Translation Using Spatial Configuration and Motion Dynamics with LLMs Eui Jun Hwang Sukmin Cho Junmyeong Lee Jong C. Park SLR 56 4 0 20 Aug 2024
Modelling the Distribution of Human Motion for Sign Language Assessment Oliver Cory Ozge Mercanoglu Sincan M. Vowels A. Battisti F. Holzknecht Katja Tissi Sandra Sidler-Miserez Tobias Haug Sarah Ebling Richard Bowden 15 1 0 19 Aug 2024
$C${^2}$RL: Content and Context Representation Learning for Gloss-free Sign Language Translation and Retrieval$ C ${^2}$ RL: Content and Context Representation Learning for Gloss-free Sign Language Translation and Retrieval Zhigang Chen Benjia Zhou Yiqing Huang Jun Wan Yibo Hu Hailin Shi Yanyan Liang Zhen Lei Du Zhang VLM SLR 18 1 0 19 Aug 2024
Scaling up Multimodal Pre-training for Sign Language Understanding Wengang Zhou Weichao Zhao Hezhen Hu Zecheng Li Houqiang Li SLR 18 3 0 16 Aug 2024
SEDS: Semantically Enhanced Dual-Stream Encoder for Sign Language Retrieval Longtao Jiang Min Wang Zecheng Li Yao Fang Wen-gang Zhou Houqiang Li SLR 18 2 0 23 Jul 2024
Scaling Sign Language Translation Biao Zhang Garrett Tanzer Orhan Firat LRM VLM SLR 26 1 0 16 Jul 2024
Gloss2Text: Sign Language Gloss translation using LLMs and Semantically Aware Label Smoothing Pooya Fayyazsanavi Antonios Anastasopoulos Jana Kosecka SLR 21 1 0 01 Jul 2024
Improving Gloss-free Sign Language Translation by Reducing Representation Density Jinhui Ye Xing Wang Wenxiang Jiao Junwei Liang Hui Xiong 41 6 0 23 May 2024
A Tale of Two Languages: Large-Vocabulary Continuous Sign Language Recognition from Spoken Language Supervision Charles Raude Prajwal K R Liliane Momeni Hannah Bull Samuel Albanie Andrew Zisserman Gül Varol SLR 20 0 0 16 May 2024
Sign2GPT: Leveraging Large Language Models for Gloss-Free Sign Language Translation Ryan Wong Necati Cihan Camgöz Richard Bowden SLR 34 19 0 07 May 2024
CorrNet+: Sign Language Recognition and Translation via Spatial-Temporal Correlation Lianyu Hu Wei Feng Liqing Gao Zekang Liu Liang Wan SLR 21 3 0 17 Apr 2024
LLMs are Good Sign Language Translators Jia Gong Lin Geng Foo Yixuan He Hossein Rahmani Jun Liu SLR 48 11 0 01 Apr 2024
Towards Privacy-Aware Sign Language Translation at Scale Phillip Rust Bowen Shi Skyler Wang Necati Cihan Camgöz Jean Maillard SLR 31 14 0 14 Feb 2024
Unsupervised Sign Language Translation and Generation Zhengsheng Guo Zhiwei He Wenxiang Jiao Xing Wang Rui Wang Kehai Chen Zhaopeng Tu Yong-mei Xu Min Zhang 27 0 0 12 Feb 2024
SignVTCL: Multi-Modal Continuous Sign Language Recognition Enhanced by Visual-Textual Contrastive Learning Hao Chen Jiaze Wang Ziyu Guo Jinpeng Li Donghao Zhou Bian Wu Chenyong Guan Guangyong Chen Pheng-Ann Heng 14 5 0 22 Jan 2024
A Simple Baseline for Spoken Language to Sign Language Translation with 3D Avatars Ronglai Zuo Fangyun Wei Zenggui Chen Brian Mak Jiaolong Yang Xin Tong SLR 25 4 0 09 Jan 2024
Neural Sign Actors: A diffusion model for 3D sign language production from text V. Baltatzis Rolandos Alexandros Potamias Evangelos Ververas Guanxiong Sun Jiankang Deng S. Zafeiriou DiffM 13 13 0 05 Dec 2023
Regional Attention with Architecture-Rebuilt 3D Network for RGB-D Gesture Recognition Benjia Zhou Yunan Li Jun Wan 3DH 19 20 0 10 Feb 2021
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,435 0 26 Sep 2016
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 214 7,687 0 17 Aug 2015