6 papers
Cross-Lingual SynthDocs: A Large-Scale Synthetic Corpus for Any to Arabic OCR and Document Understanding
Haneen Al-Homoud, Asma Ibrahim, Murtadha Al-Jubran +5
Cross-Lingual SynthDocs is a large-scale synthetic corpus designed to address the scarcity of Arabic resources for Optical Character Recognition (OCR) and Document Understanding (D…
Saudi Sign Language Translation Using T5
Ali Alhejab, Tomas Zelezny, Lamya Alkanhal +7
This paper explores the application of T5 models for Saudi Sign Language (SSL) translation using a novel dataset. The SSL dataset includes three challenging testing protocols, enab…
Isharah: A Large-Scale Multi-Scene Dataset for Continuous Sign Language Recognition
Sarah Alyami, Hamzah Luqman, Sadam Al-Azani +3
Current benchmarks for sign language recognition (SLR) focus mainly on isolated SLR, while there are limited datasets for continuous SLR (CSLR), which recognizes sequences of signs…
LASPA: Latent Spatial Alignment for Fast Training-free Single Image Editing
Yazeed Alharbi, Peter Wonka
We present a novel, training-free approach for textual editing of real images using diffusion models. Unlike prior methods that rely on computationally expensive finetuning, our ap…
Disentangled Image Generation Through Structured Noise Injection
Yazeed Alharbi, Peter Wonka
We explore different design choices for injecting noise into generative adversarial networks (GANs) with the goal of disentangling the latent space. Instead of traditional approach…
Latent Filter Scaling for Multimodal Unsupervised Image-to-Image Translation
Yazeed Alharbi, Neil Smith, Peter Wonka
In multimodal unsupervised image-to-image translation tasks, the goal is to translate an image from the source domain to many images in the target domain. We present a simple metho…