A survey on deep generative 3d-aware image synthesis
Recent years have seen remarkable progress in deep learning powered visual content
creation. This includes deep generative 3D-aware image synthesis, which produces high …
creation. This includes deep generative 3D-aware image synthesis, which produces high …
Meta ControlNet: Enhancing Task Adaptation via Meta Learning
Diffusion-based image synthesis has attracted extensive attention recently. In particular,
ControlNet that uses image-based prompts exhibits powerful capability in image tasks such …
ControlNet that uses image-based prompts exhibits powerful capability in image tasks such …
Compositional 4D Dynamic Scenes Understanding with Physics Priors for Video Question Answering
For vision-language models (VLMs), understanding the dynamic properties of objects and
their interactions within 3D scenes from video is crucial for effective reasoning. In this work …
their interactions within 3D scenes from video is crucial for effective reasoning. In this work …
Part321: Recognizing 3D Object Parts from a 2D Image Using 1-Shot Annotations
Recognizing object parts from images plays a pivotal role in various real-world applications.
However, existing work mostly learn models from large-scale 2D part annotations. In this …
However, existing work mostly learn models from large-scale 2D part annotations. In this …