Cover Image

Towards Compact Sign Language Translation: Frame Rate and Model Size Trade-offs

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Chen, Kuanwei, Tsai, Mengfeng
Format:	Preprint
Published:	2026
Subjects:	Computation and Language Computer Vision and Pattern Recognition
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SignDATA: Data Pipeline for Sign Language Translation
by: Chen, Kuanwei, et al.
Published: (2026)

Direct Translation between Sign Languages
by: Wu, Zetian, et al.
Published: (2026)

Fingerspelling within Sign Language Translation
by: Tanzer, Garrett
Published: (2024)

LLMs are Good Sign Language Translators
by: Gong, Jia, et al.
Published: (2024)

Using Sign Language Production as Data Augmentation to enhance Sign Language Translation
by: Walsh, Harry, et al.
Published: (2025)

American Sign Language Video to Text Translation
by: Roy, Parsheeta, et al.
Published: (2024)

Spatio-temporal Sign Language Representation and Translation
by: Hamidullah, Yasser, et al.
Published: (2025)

SignLLM: Sign Language Production Large Language Models
by: Fang, Sen, et al.
Published: (2024)

SignBind-LLM: Multi-Stage Modality Fusion for Sign Language Translation
by: Thomas, Marshall, et al.
Published: (2025)

SignDPO: Multi-level Direct Preference Optimisation for Skeleton-based Gloss-free Sign Language Translation
by: Pu, Muxin, et al.
Published: (2026)

Scaling Sign Language Translation
by: Zhang, Biao, et al.
Published: (2024)

Leveraging the Power of MLLMs for Gloss-Free Sign Language Translation
by: Kim, Jungeun, et al.
Published: (2024)

SignX: Continuous Sign Recognition in Compact Pose-Rich Latent Space
by: Fang, Sen, et al.
Published: (2025)

Gloss-Free Sign Language Translation: An Unbiased Evaluation of Progress in the Field
by: Sincan, Ozge Mercanoglu, et al.
Published: (2026)

Bangla Sign Language Translation: Dataset Creation Challenges, Benchmarking and Prospects
by: Rubaiyeat, Husne Ara, et al.
Published: (2025)

Towards Privacy-Aware Sign Language Translation at Scale
by: Rust, Phillip, et al.
Published: (2024)

An Efficient Sign Language Translation Using Spatial Configuration and Motion Dynamics with LLMs
by: Hwang, Eui Jun, et al.
Published: (2024)

Frame-Voyager: Learning to Query Frames for Video Large Language Models
by: Yu, Sicheng, et al.
Published: (2024)

Real-time Bangla Sign Language Translator
by: Pranto, Rotan Hawlader, et al.
Published: (2024)

AutoSign: Direct Pose-to-Text Translation for Continuous Sign Language Recognition
by: Johnny, Samuel Ebimobowei, et al.
Published: (2025)

C${^2}$RL: Content and Context Representation Learning for Gloss-free Sign Language Translation and Retrieval
by: Chen, Zhigang, et al.
Published: (2024)

Improving Gloss-free Sign Language Translation by Reducing Representation Density
by: Ye, Jinhui, et al.
Published: (2024)

A Spatio-Temporal Representation Learning as an Alternative to Traditional Glosses in Sign Language Translation and Production
by: Hwang, Eui Jun, et al.
Published: (2024)

Representing Signs as Signs: One-Shot ISLR to Facilitate Functional Sign Language Technologies
by: Vandendriessche, Toon, et al.
Published: (2025)

FEA-SLT: A Gloss-Free End-to-End Framework for Facial-Expression-Aware Sign Language Translation
by: Tu, Guobin, et al.
Published: (2026)

Generative Sign-description Prompts with Multi-positive Contrastive Learning for Sign Language Recognition
by: Liang, Siyu, et al.
Published: (2025)

Studying and Mitigating Biases in Sign Language Understanding Models
by: Atwell, Katherine, et al.
Published: (2024)

Sign Stitching: A Novel Approach to Sign Language Production
by: Walsh, Harry, et al.
Published: (2024)

Signs as Tokens: A Retrieval-Enhanced Multilingual Sign Language Generator
by: Zuo, Ronglai, et al.
Published: (2024)

SignMusketeers: An Efficient Multi-Stream Approach for Sign Language Translation at Scale
by: Gueuwou, Shester, et al.
Published: (2024)

Sign Language Recognition in the Age of LLMs
by: Javorek, Vaclav, et al.
Published: (2026)

The Visual Iconicity Challenge: Evaluating Vision-Language Models on Sign Language Form-Meaning Mapping
by: Keleş, Onur, et al.
Published: (2025)

Exploring Attention Mechanisms in Integration of Multi-Modal Information for Sign Language Recognition and Translation
by: Hakim, Zaber Ibn Abdul, et al.
Published: (2023)

A Hong Kong Sign Language Corpus Collected from Sign-interpreted TV News
by: Niu, Zhe, et al.
Published: (2024)

Multi-SpatialMLLM: Multi-Frame Spatial Understanding with Multi-Modal Large Language Models
by: Xu, Runsen, et al.
Published: (2025)

Pose-Based Sign Language Appearance Transfer
by: Moryossef, Amit, et al.
Published: (2024)

Stable Signer: Hierarchical Sign Language Generative Model
by: Fang, Sen, et al.
Published: (2025)

SyriSign: A Parallel Corpus for Arabic Text to Syrian Arabic Sign Language Translation
by: Khalil, Mohammad Amer, et al.
Published: (2026)

Teach Me Sign: Stepwise Prompting LLM for Sign Language Production
by: An, Zhaoyi, et al.
Published: (2025)

Sigma: Semantically Informative Pre-training for Skeleton-based Sign Language Understanding
by: Pu, Muxin, et al.
Published: (2025)