LoopAnimate: Loopable Salient Object Animation

F Wang, P Liu, H Hu, D Meng, J Su, J Xu… - Proceedings of the 6th …, 2024 - dl.acm.org
Research on diffusion model-based video generation has advanced rapidly. However,
limitations in object fidelity and generation length hinder its practical applications …

Splatter a Video: Video Gaussian Representation for Versatile Processing

YT Sun, YH Huang, L Ma, X Lyu, YP Cao… - arXiv preprint arXiv …, 2024 - arxiv.org
Video representation is a long-standing problem that is crucial for various down-stream
tasks, such as tracking, depth prediction, segmentation, view synthesis, and editing …

VeGaS: Video Gaussian Splatting

W Smolak-Dyżewska, D Malarz, K Howil… - arXiv preprint arXiv …, 2024 - arxiv.org
Implicit Neural Representations (INRs) employ neural networks to approximate discrete data
as continuous functions. In the context of video data, such models can be utilized to …