A survey of large language models
Language is essentially a complex, intricate system of human expressions governed by
grammatical rules. It poses a significant challenge to develop capable AI algorithms for …
grammatical rules. It poses a significant challenge to develop capable AI algorithms for …
Universal and transferable adversarial attacks on aligned language models
Because" out-of-the-box" large language models are capable of generating a great deal of
objectionable content, recent work has focused on aligning these models in an attempt to …
objectionable content, recent work has focused on aligning these models in an attempt to …
Zhong**g: Enhancing the chinese medical capabilities of large language model through expert feedback and real-world multi-turn dialogue
Abstract Recent advances in Large Language Models (LLMs) have achieved remarkable
breakthroughs in understanding and responding to user intents. However, their performance …
breakthroughs in understanding and responding to user intents. However, their performance …
Glaze: Protecting artists from style mimicry by {Text-to-Image} models
Recent text-to-image diffusion models such as MidJourney and Stable Diffusion threaten to
displace many in the professional artist community. In particular, models can learn to mimic …
displace many in the professional artist community. In particular, models can learn to mimic …
Catastrophic jailbreak of open-source llms via exploiting generation
The rapid progress in open-source large language models (LLMs) is significantly advancing
AI development. Extensive efforts have been made before model release to align their …
AI development. Extensive efforts have been made before model release to align their …
Understanding and mitigating copying in diffusion models
Images generated by diffusion models like Stable Diffusion are increasingly widespread.
Recent works and even lawsuits have shown that these models are prone to replicating their …
Recent works and even lawsuits have shown that these models are prone to replicating their …
Visual instruction inversion: Image editing via image prompting
Text-conditioned image editing has emerged as a powerful tool for editing images. However,
in many situations, language can be ambiguous and ineffective in describing specific image …
in many situations, language can be ambiguous and ineffective in describing specific image …
Styledrop: Text-to-image synthesis of any style
Pre-trained large text-to-image models synthesize impressive images with an appropriate
use of text prompts. However, ambiguities inherent in natural language, and out-of …
use of text prompts. However, ambiguities inherent in natural language, and out-of …
Promptify: Text-to-image generation through interactive prompt exploration with large language models
Text-to-image generative models have demonstrated remarkable capabilities in generating
high-quality images based on textual prompts. However, crafting prompts that accurately …
high-quality images based on textual prompts. However, crafting prompts that accurately …
Learn from model beyond fine-tuning: A survey
Foundation models (FM) have demonstrated remarkable performance across a wide range
of tasks (especially in the fields of natural language processing and computer vision) …
of tasks (especially in the fields of natural language processing and computer vision) …