SurgVISTA is a masked-reconstruction surgical video foundation model whose joint spatiotemporal pretraining plus expert distillation outperforms image-level and natural-video pretrained models on 13 surgical benchmarks.
Medicine5, 187 (2022)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.CV 1years
2025 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Large-scale Self-supervised Video Foundation Model for Intelligent Surgery
SurgVISTA is a masked-reconstruction surgical video foundation model whose joint spatiotemporal pretraining plus expert distillation outperforms image-level and natural-video pretrained models on 13 surgical benchmarks.