[PDF][PDF] Large language models: a comprehensive survey of its applications, challenges, limitations, and future prospects

MU Hadi, R Qureshi, A Shah, M Irfan, A Zafar… - Authorea …, 2023 - researchgate.net
Within the vast expanse of computerized language processing, a revolutionary entity known
as Large Language Models (LLMs) has emerged, wielding immense power in its capacity to …

A survey of multimodal-guided image editing with text-to-image diffusion models

X Shuai, H Ding, X Ma, R Tu, YG Jiang… - arxiv preprint arxiv …, 2024 - arxiv.org
Image editing aims to edit the given synthetic or real image to meet the specific requirements
from users. It is widely studied in recent years as a promising and challenging field of …

Video-p2p: Video editing with cross-attention control

S Liu, Y Zhang, W Li, Z Lin, J Jia - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Video-P2P is the first framework for real-world video editing with cross-attention control.
While attention control has proven effective for image editing with pre-trained image …

An edit friendly ddpm noise space: Inversion and manipulations

I Huberman-Spiegelglas, V Kulikov… - Proceedings of the …, 2024 - openaccess.thecvf.com
Denoising diffusion probabilistic models (DDPMs) employ a sequence of white Gaussian
noise samples to generate an image. In analogy with GANs those noise maps could be …

Diffusion model-based image editing: A survey

Y Huang, J Huang, Y Liu, M Yan, J Lv, J Liu… - arxiv preprint arxiv …, 2024 - arxiv.org
Denoising diffusion models have emerged as a powerful tool for various image generation
and editing tasks, facilitating the synthesis of visual content in an unconditional or input …

Proxedit: Improving tuning-free real image editing with proximal guidance

L Han, S Wen, Q Chen, Z Zhang… - Proceedings of the …, 2024 - openaccess.thecvf.com
DDIM inversion has revealed the remarkable potential of real image editing within diffusion-
based methods. However, the accuracy of DDIM reconstruction degrades as larger classifier …

Avid: Any-length video inpainting with diffusion model

Z Zhang, B Wu, X Wang, Y Luo… - Proceedings of the …, 2024 - openaccess.thecvf.com
Recent advances in diffusion models have successfully enabled text-guided image
inpainting. While it seems straightforward to extend such editing capability into the video …

Inversion-free image editing with natural language

S Xu, Y Huang, J Pan, Z Ma, J Chai - arxiv preprint arxiv:2312.04965, 2023 - arxiv.org
Despite recent advances in inversion-based editing, text-guided image manipulation
remains challenging for diffusion models. The primary bottlenecks include 1) the time …

Process modeling with large language models

H Kourani, A Berti, D Schuster… - … Conference on Business …, 2024 - Springer
In the realm of Business Process Management (BPM), process modeling plays a crucial role
in translating complex process dynamics into comprehensible visual representations …

Inversion-free image editing with language-guided diffusion models

S Xu, Y Huang, J Pan, Z Ma… - Proceedings of the IEEE …, 2024 - openaccess.thecvf.com
Despite recent advances in inversion-based editing text-guided image manipulation
remains challenging for diffusion models. The primary bottlenecks include 1) the time …