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Unleashing the potential of prompt engineering in large language models: a comprehensive review
This comprehensive review delves into the pivotal role of prompt engineering in unleashing
the capabilities of Large Language Models (LLMs). The development of Artificial Intelligence …
the capabilities of Large Language Models (LLMs). The development of Artificial Intelligence …
Vision-language models for medical report generation and visual question answering: A review
Medical vision-language models (VLMs) combine computer vision (CV) and natural
language processing (NLP) to analyze visual and textual medical data. Our paper reviews …
language processing (NLP) to analyze visual and textual medical data. Our paper reviews …
ChatMOF: an artificial intelligence system for predicting and generating metal-organic frameworks using large language models
ChatMOF is an artificial intelligence (AI) system that is built to predict and generate metal-
organic frameworks (MOFs). By leveraging a large-scale language model (GPT-4, GPT-3.5 …
organic frameworks (MOFs). By leveraging a large-scale language model (GPT-4, GPT-3.5 …
Vision language models in autonomous driving: A survey and outlook
The applications of Vision-Language Models (VLMs) in the field of Autonomous Driving (AD)
have attracted widespread attention due to their outstanding performance and the ability to …
have attracted widespread attention due to their outstanding performance and the ability to …
Toward general-purpose robots via foundation models: A survey and meta-analysis
Building general-purpose robots that operate seamlessly in any environment, with any
object, and utilizing various skills to complete diverse tasks has been a long-standing goal in …
object, and utilizing various skills to complete diverse tasks has been a long-standing goal in …
Textcraftor: Your text encoder can be image quality controller
Diffusion-based text-to-image generative models eg Stable Diffusion have revolutionized the
field of content generation enabling significant advancements in areas like image editing …
field of content generation enabling significant advancements in areas like image editing …
Handiffuser: Text-to-image generation with realistic hand appearances
Text-to-image generative models can generate high-quality humans but realism is lost when
generating hands. Common artifacts include irregular hand poses shapes incorrect numbers …
generating hands. Common artifacts include irregular hand poses shapes incorrect numbers …
Self-discovering interpretable diffusion latent directions for responsible text-to-image generation
Diffusion-based models have gained significant popularity for text-to-image generation due
to their exceptional image-generation capabilities. A risk with these models is the potential …
to their exceptional image-generation capabilities. A risk with these models is the potential …
Clip in medical imaging: A comprehensive survey
Contrastive Language-Image Pre-training (CLIP), a simple yet effective pre-training
paradigm, successfully introduces text supervision to vision models. It has shown promising …
paradigm, successfully introduces text supervision to vision models. It has shown promising …
Foundational models in medical imaging: A comprehensive survey and future vision
Foundation models, large-scale, pre-trained deep-learning models adapted to a wide range
of downstream tasks have gained significant interest lately in various deep-learning …
of downstream tasks have gained significant interest lately in various deep-learning …