A single autoregressive architecture with a Mamba-based history compressor unifies prompted and unprompted video segmentation and beats prior universal streaming models on seven benchmarks.
Xmem: Long-term video object segmentation with an atkinson- shiffrin memory model
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
citation-role summary
baseline 1
citation-polarity summary
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1roles
baseline 1polarities
baseline 1representative citing papers
citing papers explorer
-
Autoregressive Universal Video Segmentation Model
A single autoregressive architecture with a Mamba-based history compressor unifies prompted and unprompted video segmentation and beats prior universal streaming models on seven benchmarks.