Research Output

Publications

Sign language recognition, translation, production, and spotting — our full publication record.
Full list on University of Surrey →

2026
Geo-Sign: Hyperbolic Contrastive Regularisation for Geometrically Aware Sign Language Translation
E Fish, R Bowden
NeurIPS 2025
arXiv
M3T: Discrete Multi-Modal Motion Tokens for Sign Language Production
A Symeonidis-Herzig, J Low, OM Sincan, R Bowden
arXiv 2026
PDF
SignAgent: Agentic LLMs for Linguistically-Grounded Sign Language Annotation and Dataset Curation
O Cory, OM Sincan, R Bowden
arXiv 2026
PDF
SignSparK: Efficient Multilingual Sign Language Production via Sparse Keyframe Learning
J Low, A Symeonidis-Herzig, M Ivashechkin, OM Sincan, R Bowden
arXiv 2026
PDF
2025
SignRep: Enhancing Self-Supervised Sign Representations
R Wong, NC Camgöz, R Bowden
ICCV 2025
arXiv
SAGE: Segment-Aware Gloss-Free Encoding for Token-Efficient Sign Language Translation
JH Low, OM Sincan, R Bowden
ICCV 2025
PDF
VisualSpeaker: Visually-Guided 3D Avatar Lip Synthesis
A Symeonidis-Herzig, OM Sincan, R Bowden
ICCV 2025
PDF
SLRTP 2025 Sign Language Production Challenge: Methodology, Results, and Future Work
HT Walsh, E Fish, OM Sincan, et al., R Bowden
CVPR 2025
PDF
Gloss-Free Sign Language Translation: An Unbiased Evaluation of Progress in the Field
OM Sincan, JH Low, S Asasi, R Bowden
CVIU 2025
PDF
Hands-On: Segmenting Individual Signs from Continuous Sequences
JH Low, HT Walsh, OM Sincan, R Bowden
FG 2025
DOI
Using Sign Language Production as Data Augmentation to Enhance Sign Language Translation
HT Walsh, M Ivashechkin, R Bowden
ACM IUI 2025
DOI
Sign Spotting Disambiguation using Large Language Models
JH Low, OM Sincan, R Bowden
IVA 2025
DOI arXiv
Contrastive Pretraining with Dual Visual Encoders for Gloss-Free Sign Language Translation
OM Sincan, R Bowden
arXiv 2025
arXiv
Beyond Gloss: A Hand-Centric Framework for Gloss-Free Sign Language Translation
S Asasi, MI Lakhal, OM Sincan, R Bowden
arXiv 2025
PDF
Hierarchical Feature Alignment for Gloss-Free Sign Language Translation
S Asasi, MI Lakhal, R Bowden
arXiv 2025
arXiv
Spotter+GPT: Turning Sign Spottings into Sentences with LLMs
OM Sincan, R Bowden
arXiv 2025
arXiv
Diverse Signer Avatars with Manual and Non-Manual Feature Modelling for Sign Language Production
MI Lakhal, R Bowden
arXiv 2025
PDF
SignBind-LLM: Multi-Stage Modality Fusion for Sign Language Translation
M Thomas, E Fish, R Bowden
arXiv 2025
PDF
MultiStream-LLM: Bridging Modalities for Robust Sign Language Translation
M Thomas, E Fish, R Bowden
arXiv 2025
PDF
2024
Modelling the Distribution of Human Motion for Sign Language Assessment
O Cory, OM Sincan, M Vowels, et al.
ECCV 2024 Workshop
DOI
Giving a Hand to Diffusion Models: A Two-Stage Approach to Improving Conditional Human Image Generation
A Pelykh, OM Sincan, R Bowden
FG 2024
DOI
Diversity-Aware Sign Language Production Through a Pose Encoding Variational Autoencoder
MI Lakhal, R Bowden
FG 2024
DOI
SIGN2GPT: Leveraging Large Language Models for Gloss-Free Sign Language Translation
R Wong, NC Camgöz, R Bowden
arXiv 2024
PDF
2023
Learnt Contrastive Concept Embeddings for Sign Recognition
R Wong, NC Camgöz, R Bowden
ICCVW 2023
DOI
Is Context All You Need? Scaling Neural Sign Language Translation to Large Domains of Discourse
OM Sincan, NC Camgöz, R Bowden
ICCVW 2023
DOI
Hierarchical I3D for Sign Spotting
R Wong, NC Camgoz, R Bowden
ECCV 2022 Workshop
DOI
2022
Skeletal Graph Self-Attention: Embedding a Skeleton Inductive Bias into Sign Language Production
B Saunders, NC Camgoz, R Bowden
LREC 2022
arXiv
2021
AnonySig: Novel Human Appearance Synthesis for Sign Language Video Anonymisation
B Saunders, NC Camgoz, R Bowden
FG 2021
DOI

For the complete publication record including earlier work:

View all on Google Scholar University of Surrey Profile