Cover Image

Generative Sign-description Prompts with Multi-positive Contrastive Learning for Sign Language Recognition

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Liang, Siyu, Li, Yunan, Xin, Wentian, Chen, Huizhou, Liu, Xujie, Liu, Kang, Miao, Qiguang
Format:	Preprint
Published:	2025
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

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

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

Enhanced Contrastive Learning with Multi-view Longitudinal Data for Chest X-ray Report Generation
by: Liu, Kang, et al.
Published: (2025)

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

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

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

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

SignBart -- New approach with the skeleton sequence for Isolated Sign language Recognition
by: Nguyen, Tinh, et al.
Published: (2025)

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

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

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

A Comparative Study of Continuous Sign Language Recognition Techniques
by: Alyami, Sarah, et al.
Published: (2024)

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

SignVTCL: Multi-Modal Continuous Sign Language Recognition Enhanced by Visual-Textual Contrastive Learning
by: Chen, Hao, et al.
Published: (2024)

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

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

Geometry-Aware Losses for Structure-Preserving Text-to-Sign Language Generation
by: Wu, Zetian, et al.
Published: (2025)

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

The NGT200 Dataset: Geometric Multi-View Isolated Sign Recognition
by: Ranum, Oline, et al.
Published: (2024)

EVOKE: Elevating Chest X-ray Report Generation via Multi-View Contrastive Learning and Patient-Specific Knowledge
by: Miao, Qiguang, et al.
Published: (2024)

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

SHuBERT: Self-Supervised Sign Language Representation Learning via Multi-Stream Cluster Prediction
by: Gueuwou, Shester, et al.
Published: (2024)

Indian Sign Language Recognition Using Mediapipe Holistic
by: G, Velmathi, et al.
Published: (2023)

STARK: Spatio-Temporal Attention for Representation of Keypoints for Continuous Sign Language Recognition
by: Patra, Suvajit, et al.
Published: (2026)

SignTalk - A Deep Learning-Based System for Real-Time Sign Language Recognition & Voice Generation
by: Gandu Lavanya, et al.
Published: (2026)

Multi-scale Information Sharing and Selection Network with Boundary Attention for Polyp Segmentation
by: Kang, Xiaolu, et al.
Published: (2024)

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

PriorRG: Prior-Guided Contrastive Pre-training and Coarse-to-Fine Decoding for Chest X-ray Report Generation
by: Liu, Kang, et al.
Published: (2025)

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

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

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

Seeing Like Radiologists: Context- and Gaze-Guided Vision-Language Pretraining for Chest X-rays
by: Liu, Kang, et al.
Published: (2026)

A Tale of Two Languages: Large-Vocabulary Continuous Sign Language Recognition from Spoken Language Supervision
by: Raude, Charles, et al.
Published: (2024)

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

GLOS: Sign Language Generation with Temporally Aligned Gloss-Level Conditioning
by: Lee, Taeryung, et al.
Published: (2025)

Denoising-Contrastive Alignment for Continuous Sign Language Recognition
by: Guo, Leming, et al.
Published: (2023)

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

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

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

Phonological Representation Learning for Isolated Signs Improves Out-of-Vocabulary Generalization
by: Kezar, Lee, et al.
Published: (2025)