Stochastic Transformer Networks with Linear Competing Units: Application to end-to-end SL Translation

1 September 2021

Andreas Voskou

Konstantinos P. Panousis

Papers citing "Stochastic Transformer Networks with Linear Competing Units: Application to end-to-end SL Translation"

26 / 26 papers shown

Title
DiffSLT: Enhancing Diversity in Sign Language Translation via Diffusion Model JiHwan Moon Jihoon Park Jungeun Kim Jongseong Bae Hyeongwoo Jeon Ha Young Kim 83 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 82 0 0 25 Nov 2024
Signformer is all you need: Towards Edge AI for Sign Language Eta Yang SLR 82 0 0 19 Nov 2024
SCOPE: Sign Language Contextual Processing with Embedding from LLMs Yuqi Liu Wenqian Zhang Sihan Ren Chengyu Huang Jingyi Yu Lan Xu SLR 45 0 0 02 Sep 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 74 4 0 20 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 29 2 0 23 Jul 2024
Transformers with Stochastic Competition for Tabular Data Modelling Andreas Voskou Charalambos Christoforou S. Chatzis LMTD 25 1 0 18 Jul 2024
Continual Deep Learning on the Edge via Stochastic Local Competition among Subnetworks Theodoros Christophides Kyriakos Tolias S. Chatzis 27 0 0 15 Jul 2024
iSign: A Benchmark for Indian Sign Language Processing Abhinav Joshi Romit Mohanty Mounika Kanakanti Andesha Mangla Sudeep Choudhary Monali Barbate Ashutosh Modi VLM 35 3 0 07 Jul 2024
LLMs are Good Sign Language Translators Jia Gong Lin Geng Foo Yixuan He Hossein Rahmani Jun Liu SLR 70 25 0 01 Apr 2024
A Novel Stochastic Transformer-based Approach for Post-Traumatic Stress Disorder Detection using Audio Recording of Clinical Interviews M. Dia G. Khodabandelou Alice Othmani 39 6 0 28 Mar 2024
JWSign: A Highly Multilingual Corpus of Bible Translations for more Diversity in Sign Language Processing Shester Gueuwou Sophie Siake Colin Leong Mathias Müller SLR 27 11 0 16 Nov 2023
Stochastic Latent Transformer: Efficient Modelling of Stochastically Forced Zonal Jets Ira J. S. Shokar R. Kerswell Peter H. Haynes 15 3 0 25 Oct 2023
DISCOVER: Making Vision Networks Interpretable via Competition and Dissection Konstantinos P. Panousis S. Chatzis 17 5 0 07 Oct 2023
A New Dataset for End-to-End Sign Language Translation: The Greek Elementary School Dataset Andreas Voskou Konstantinos P. Panousis Harris Partaourides Kyriakos Tolias S. Chatzis SLR 15 6 0 07 Oct 2023
Gloss-free Sign Language Translation: Improving from Visual-Language Pretraining Benjia Zhou Zhigang Chen Albert Clapés Jun Wan Yanyan Liang Sergio Escalera Zhen Lei Du Zhang SLR 28 47 0 27 Jul 2023
Gloss Attention for Gloss-free Sign Language Translation Aoxiong Yin Tianyun Zhong Lilian H. Y. Tang Weike Jin Tao Jin Zhou Zhao SLR 16 37 0 14 Jul 2023
ISLTranslate: Dataset for Translating Indian Sign Language Abhinav Joshi Susmit Agrawal Ashutosh Modi SLR 16 10 0 11 Jul 2023
Sign Language Translation from Instructional Videos Laia Tarrés Gerard I. Gállego A. Duarte Jordi Torres Xavier Giró-i-Nieto SLR 19 30 0 13 Apr 2023
Tackling Low-Resourced Sign Language Translation: UPC at WMT-SLT 22 Laia Tarrés Gerard I. Gállego Xavier Giró-i-Nieto Jordi Torres SLR 17 5 0 02 Dec 2022
Neural Sign Reenactor: Deep Photorealistic Sign Language Retargeting Christina O. Tze P. Filntisis Athanasia-Lida Dimou A. Roussos Petros Maragos SLR 20 6 0 03 Sep 2022
Stochastic Deep Networks with Linear Competing Units for Model-Agnostic Meta-Learning Konstantinos Kalais S. Chatzis BDL 26 8 0 02 Aug 2022
TransDreamer: Reinforcement Learning with Transformer World Models Changgu Chen Yi-Fu Wu Jaesik Yoon Sungjin Ahn OffRL 32 90 0 19 Feb 2022
Competing Mutual Information Constraints with Stochastic Competition-based Activations for Learning Diversified Representations Konstantinos P. Panousis A. Antoniadis S. Chatzis 6 5 0 10 Jan 2022
Stochastic Local Winner-Takes-All Networks Enable Profound Adversarial Robustness Konstantinos P. Panousis S. Chatzis Sergios Theodoridis BDL AAML 60 11 0 05 Dec 2021
Effective Approaches to Attention-based Neural Machine Translation Thang Luong Hieu H. Pham Christopher D. Manning 216 7,923 0 17 Aug 2015