Showing 2024Show all
3 papers · 1 filter
cs.CV2024
PM-VIS+: High-Performance Video Instance Segmentation without Video Annotation
Zhangjing Yang, Dun Liu, Xin Wang +3
Video instance segmentation requires detecting, segmenting, and tracking objects in videos, typically relying on costly video annotations. This paper introduces a method that elimi…
cs.CV2024
VIA: Unified Spatiotemporal Video Adaptation Framework for Global and Local Video Editing
Jing Gu, Yuwei Fang, Ivan Skorokhodov +4
Video editing serves as a fundamental pillar of digital media, spanning applications in entertainment, education, and professional communication. However, previous methods often ov…
cs.CV2024
When Do We Not Need Larger Vision Models?
Baifeng Shi, Ziyang Wu, Maolin Mao +2
Scaling up the size of vision models has been the de facto standard to obtain more powerful visual representations. In this work, we discuss the point beyond which larger vision mo…