This repository is the official implementation of Light-A-Video. It is a training-free framework that enables zero-shot illumination control of any given video sequences or foreground sequences. Click ...

Abstract: Diffusion-based text-to-image (T2I) models have recently excelled in high-quality image generation, particularly in a training-free manner, enabling cost-effective adaptability and ...

Prior works refine intermediate attention but face limitations: (1) improvements may not propagate to final segmentation; (2) attention lacks direct class information. We introduce a feedback-driven ...

Abstract: Video Transformers have become the prevalent solution for various video downstream tasks with superior expressive power and flexibility. However, these video transformers suffer from heavy ...

In its rush to hire additional Immigration and Customs Enforcement agents, the Trump administration has shortened the length of agents’ training. ICE acting director Todd Lyons told one news ...