Physgen: Rigid-body physics-grounded image-to-video generation

S Liu, Z Ren, S Gupta, S Wang - European Conference on Computer …, 2024 - Springer
We present PhysGen, a novel image-to-video generation method that converts a single
image and an input condition (eg., force and torque applied to an object in the image) to …

V2A-Mark: Versatile Deep Visual-Audio Watermarking for Manipulation Localization and Copyright Protection

X Zhang, Y Xu, R Li, J Yu, W Li, Z Xu… - Proceedings of the 32nd …, 2024 - dl.acm.org
AI-generated video has revolutionized short video production, filmmaking, and personalized
media, making video local editing an essential tool. However, this progress also blurs the …

Vbench++: Comprehensive and versatile benchmark suite for video generative models

Z Huang, F Zhang, X Xu, Y He, J Yu, Z Dong… - ar** Stone for Text-to-Video Generation
X Guo, J Liu, M Cui, D Huang - arxiv preprint arxiv:2406.02230, 2024 - arxiv.org
Text-to-video generation has lagged behind text-to-image synthesis in quality and diversity
due to the complexity of spatio-temporal modeling and limited video-text datasets. This …

Zero-shot controllable image-to-video animation via motion decomposition

S Yu, JZ Fang, J Zheng, G Sigurdsson… - Proceedings of the …, 2024 - dl.acm.org
In this paper, we introduce a new challenging task called Zero-Shot Controllable Image-to-
Video Animation, where the goal is to animate an image based on motion trajectories …

Trajectory Attention for Fine-grained Video Motion Control

Z **ao, W Ouyang, Y Zhou, S Yang, L Yang, J Si… - arxiv preprint arxiv …, 2024 - arxiv.org
Recent advancements in video generation have been greatly driven by video diffusion
models, with camera motion control emerging as a crucial challenge in creating view …