🏢 King Abdullah University of Science and Technology

Vivid-ZOO: Generating high-quality multi-view videos from text using a novel diffusion model.

This paper presents a novel, truthful, and privacy-preserving mechanism for high-dimensional sparse linear regression, incentivizing data contribution while safeguarding individual privacy.

Med-MICN: a novel end-to-end framework for medical image classification, achieving superior accuracy and multi-dimensional interpretability by aligning neural symbolic reasoning, concept semantics, an…

SplitNeRF: One-hour training on a single GPU yields state-of-the-art scene geometry, lighting, and material property estimation!

Boost federated learning efficiency! This paper introduces novel algorithms that cleverly combine gradient compression with random reshuffling, significantly reducing communication complexity and impr…

CorDA: Context-oriented weight decomposition enhances large language model fine-tuning by integrating task context, improving efficiency and mitigating catastrophic forgetting.

Byzantine-tolerant Variance-Reduced MARINA with Partial Participation (Byz-VR-MARINA-PP) is the first distributed method to simultaneously achieve Byzantine robustness and partial client participation…

This study introduces ’native alignment’ for Arabic LLMs, achieving state-of-the-art results by aligning models during pre-training, rather than post-training.