LOMM (ICCV 2025)

Latest Object Memory Management for Temporally Consistent Video Instance Segmentation Paper | Project

News

• We release our code with trained models 2025.09.17
• Our paper has also been accepted to MemVis: The 1st Workshop on Memory and Vision at ICCV 2025 2025.08.30

Data preparation & Installation

See Datasets & Installation

Getting Started

See Getting Started with LOMM

Model Zoo

We provide our trained models here

Citation

@article{lee2025latest,
  title={Latest Object Memory Management for Temporally Consistent Video Instance Segmentation},
  author={Lee, Seunghun and Seo, Jiwan and Choi, Minwoo and Han, Kiljoon and Jeong, Jaehoon and Durante, Zane and Adeli, Ehsan and Park, Sang Hyun and Im, Sunghoon},
  journal={arXiv preprint arXiv:2507.19754},
  year={2025}
}