Image de couverture de livre

SignSparK: Efficient Multilingual Sign Language Production via Sparse Keyframe Learning

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Low, Jianhe, Symeonidis-Herzig, Alexandre, Ivashechkin, Maksym, Sincan, Ozge Mercanoglu, Bowden, Richard
Format:	Preprint
Publié:	2026
Sujets:	Computer Vision and Pattern Recognition
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

M3T: Discrete Multi-Modal Motion Tokens for Sign Language Production
par: Symeonidis-Herzig, Alexandre, et autres
Publié: (2026)

Contrastive Pretraining with Dual Visual Encoders for Gloss-Free Sign Language Translation
par: Sincan, Ozge Mercanoglu, et autres
Publié: (2025)

SAGE: Segment-Aware Gloss-Free Encoding for Token-Efficient Sign Language Translation
par: Low, JianHe, et autres
Publié: (2025)

VisualSpeaker: Visually-Guided 3D Avatar Lip Synthesis
par: Symeonidis-Herzig, Alexandre, et autres
Publié: (2025)

Spotter+GPT: Turning Sign Spottings into Sentences with LLMs
par: Sincan, Ozge Mercanoglu, et autres
Publié: (2024)

Sign Spotting Disambiguation using Large Language Models
par: Low, JianHe, et autres
Publié: (2025)

SignAgent: Agentic LLMs for Linguistically-Grounded Sign Language Annotation and Dataset Curation
par: Cory, Oliver, et autres
Publié: (2026)

Gloss-Free Sign Language Translation: An Unbiased Evaluation of Progress in the Field
par: Sincan, Ozge Mercanoglu, et autres
Publié: (2026)

Hands-On: Segmenting Individual Signs from Continuous Sequences
par: Low, JianHe, et autres
Publié: (2025)

Using Sign Language Production as Data Augmentation to enhance Sign Language Translation
par: Walsh, Harry, et autres
Publié: (2025)

SignSplat: Rendering Sign Language via Gaussian Splatting
par: Ivashechkin, Maksym, et autres
Publié: (2025)

Beyond Gloss: A Hand-Centric Framework for Gloss-Free Sign Language Translation
par: Asasi, Sobhan, et autres
Publié: (2025)

Giving a Hand to Diffusion Models: a Two-Stage Approach to Improving Conditional Human Image Generation
par: Pelykh, Anton, et autres
Publié: (2024)

Modelling the Distribution of Human Motion for Sign Language Assessment
par: Cory, Oliver, et autres
Publié: (2024)

HuGeDiff: 3D Human Generation via Diffusion with Gaussian Splatting
par: Ivashechkin, Maksym, et autres
Publié: (2025)

Two Hands Are Better Than One: Resolving Hand to Hand Intersections via Occupancy Networks
par: Ivashechkin, Maksym, et autres
Publié: (2024)

HandOcc: NeRF-based Hand Rendering with Occupancy Networks
par: Ivashechkin, Maksym, et autres
Publié: (2025)

Sign Stitching: A Novel Approach to Sign Language Production
par: Walsh, Harry, et autres
Publié: (2024)

Geo-Sign: Hyperbolic Contrastive Regularisation for Geometrically Aware Sign Language Translation
par: Fish, Edward, et autres
Publié: (2025)

SLRTP2025 Sign Language Production Challenge: Methodology, Results, and Future Work
par: Walsh, Harry, et autres
Publié: (2025)

SignBind-LLM: Multi-Stage Modality Fusion for Sign Language Translation
par: Thomas, Marshall, et autres
Publié: (2025)

Sign2GPT: Leveraging Large Language Models for Gloss-Free Sign Language Translation
par: Wong, Ryan, et autres
Publié: (2024)

Diverse Signer Avatars with Manual and Non-Manual Feature Modelling for Sign Language Production
par: Lakhal, Mohamed Ilyes, et autres
Publié: (2025)

Diversity-Aware Sign Language Production through a Pose Encoding Variational Autoencoder
par: Lakhal, Mohamed Ilyes, et autres
Publié: (2024)

SignRep: Enhancing Self-Supervised Sign Representations
par: Wong, Ryan, et autres
Publié: (2025)

Hierarchical Feature Alignment for Gloss-Free Sign Language Translation
par: Asasi, Sobhan, et autres
Publié: (2025)

Signs as Tokens: A Retrieval-Enhanced Multilingual Sign Language Generator
par: Zuo, Ronglai, et autres
Publié: (2024)

SignLLM: Sign Language Production Large Language Models
par: Fang, Sen, et autres
Publié: (2024)

SignDiff: Diffusion Model for American Sign Language Production
par: Fang, Sen, et autres
Publié: (2023)

Sign-IDD: Iconicity Disentangled Diffusion for Sign Language Production
par: Tang, Shengeng, et autres
Publié: (2024)

A Data-Driven Representation for Sign Language Production
par: Walsh, Harry, et autres
Publié: (2024)

Select and Reorder: A Novel Approach for Neural Sign Language Production
par: Walsh, Harry, et autres
Publié: (2024)

Teach Me Sign: Stepwise Prompting LLM for Sign Language Production
par: An, Zhaoyi, et autres
Publié: (2025)

FlashSign: Pose-Free Guidance for Efficient Sign Language Video Generation
par: Zhang, Liuzhou, et autres
Publié: (2026)

Meaningful Pose-Based Sign Language Evaluation
par: Jiang, Zifan, et autres
Publié: (2025)

Bootstrapping Sign Language Annotations with Sign Language Models
par: Lea, Colin, et autres
Publié: (2026)

EfficientSign: An Attention-Enhanced Lightweight Architecture for Indian Sign Language Recognition
par: Gupta, Rishabh, et autres
Publié: (2026)

SignMAE: Segmentation-Driven Self-Supervised Learning for Sign Language Recognition
par: Xie, Kunyuan, et autres
Publié: (2026)

Deep Understanding of Sign Language for Sign to Subtitle Alignment
par: Jang, Youngjoon, et autres
Publié: (2025)

Beyond Words: AuralLLM and SignMST-C for Sign Language Production and Bidirectional Accessibility
par: Li, Yulong, et autres
Publié: (2025)