Large multilingual models pivot zero-shot multimodal learning across languages
Recently there has been a significant surge in multimodal learning in terms of both image-to-
text and text-to-image generation. However, the success is typically limited to English …
text and text-to-image generation. However, the success is typically limited to English …
Configurable foundation models: Building llms from a modular perspective
Advancements in LLMs have recently unveiled challenges tied to computational efficiency
and continual scalability due to their requirements of huge parameters, making the …
and continual scalability due to their requirements of huge parameters, making the …
Pea-diffusion: Parameter-efficient adapter with knowledge distillation in non-english text-to-image generation
Text-to-image diffusion models are well known for their ability to generate realistic images
based on textual prompts. However, the existing works have predominantly focused on …
based on textual prompts. However, the existing works have predominantly focused on …
Text-to-Image Synthesis With Generative Models: Methods, Datasets, Performance Metrics, Challenges, and Future Direction
SK Alhabeeb, AA Al-Shargabi - IEEE Access, 2024 - ieeexplore.ieee.org
Text-to-image synthesis, the process of turning words into images, opens up a world of
creative possibilities, and meets the growing need for engaging visual experiences in a …
creative possibilities, and meets the growing need for engaging visual experiences in a …
Pai-diffusion: Constructing and serving a family of open chinese diffusion models for text-to-image synthesis on the cloud
Text-to-image synthesis for the Chinese language poses unique challenges due to its large
vocabulary size, and intricate character relationships. While existing diffusion models have …
vocabulary size, and intricate character relationships. While existing diffusion models have …
[PDF][PDF] Cross-lingual Transfer in Generative AI-Based Educational Platforms for Equitable and Personalized Learning
N Shoeibi - 2023 - ceur-ws.org
This doctoral thesis explores the integration of Generative AI, specifically Large Language
Models (LLMs) and diffusion models, in educational platforms. Emphasis is placed on cross …
Models (LLMs) and diffusion models, in educational platforms. Emphasis is placed on cross …