IEEE

MedUnifier: Unifying Vision-and-Language Pre-training on Medical Data with Vision Generation Task using Discrete Visual Representations

Abstract: Despite significant progress in Vision-Language Pre-training (VLP), current approaches predominantly emphasize feature extraction and cross-modal comprehension, with limited attention to ...
IEEE

Vision-Language Models for Vision Tasks: A Survey

Abstract: Most visual recognition studies rely heavily on crowd-labelled data in deep neural networks (DNNs) training, and they usually train a DNN for each single visual recognition task, leading to ...

Palona goes vertical, launches Vision, Workflow: 4 key lessons for AI builders

Now, by narrowing its focus to a "multimodal native" approach for restaurants, Palona is providing a blueprint for AI builders on how to move beyond "thin wrappers" to build deep ...
GitHub

Training Vision-Language Process Reward Models (VL-PRMs) for Test-Time Scaling in Multimodal Reasoning

Pairing VL-PRMs trained with abstract reasoning problems results in strong generalization and reasoning performance improvements when used with strong vision-language models in test-time scaling ...
verywellhealth

9 Common Causes of Blurry Vision in One Eye

Age-related macular degeneration (AMD) is a leading cause of vision loss for people 50 and older. Angle-closure glaucoma is a medical emergency that can cause sudden blurry vision in one eye.