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Making images real again: A comprehensive survey on deep image composition
As a common image editing operation, image composition aims to combine the foreground
from one image and another background image, resulting in a composite image. However …
from one image and another background image, resulting in a composite image. However …
Uni-controlnet: All-in-one control to text-to-image diffusion models
Text-to-Image diffusion models have made tremendous progress over the past two years,
enabling the generation of highly realistic images based on open-domain text descriptions …
enabling the generation of highly realistic images based on open-domain text descriptions …
Videocomposer: Compositional video synthesis with motion controllability
The pursuit of controllability as a higher standard of visual content creation has yielded
remarkable progress in customizable image synthesis. However, achieving controllable …
remarkable progress in customizable image synthesis. However, achieving controllable …
A survey of multimodal-guided image editing with text-to-image diffusion models
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 …
from users. It is widely studied in recent years as a promising and challenging field of …
Photomaker: Customizing realistic human photos via stacked id embedding
Recent advances in text-to-image generation have made remarkable progress in
synthesizing realistic human photos conditioned on given text prompts. However existing …
synthesizing realistic human photos conditioned on given text prompts. However existing …
Raphael: Text-to-image generation via large mixture of diffusion paths
Text-to-image generation has recently witnessed remarkable achievements. We introduce a
text-conditional image diffusion model, termed RAPHAEL, to generate highly artistic images …
text-conditional image diffusion model, termed RAPHAEL, to generate highly artistic images …
Dreamvideo: Composing your dream videos with customized subject and motion
Customized generation using diffusion models has made impressive progress in image
generation but remains unsatisfactory in the challenging video generation task as it requires …
generation but remains unsatisfactory in the challenging video generation task as it requires …
Motiondirector: Motion customization of text-to-video diffusion models
Large-scale pre-trained diffusion models have exhibited remarkable capabilities in diverse
video generations. Given a set of video clips of the same motion concept, the task of Motion …
video generations. Given a set of video clips of the same motion concept, the task of Motion …
Videobooth: Diffusion-based video generation with image prompts
Text-driven video generation witnesses rapid progress. However merely using text prompts
is not enough to depict the desired subject appearance that accurately aligns with users' …
is not enough to depict the desired subject appearance that accurately aligns with users' …
Momentdiff: Generative video moment retrieval from random to real
Video moment retrieval pursues an efficient and generalized solution to identify the specific
temporal segments within an untrimmed video that correspond to a given language …
temporal segments within an untrimmed video that correspond to a given language …