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- [Dataset](https://dynamic.robots.ox.ac.uk/datasets/oxford-spires/)
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## News
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(Dec 2025) SiLVR 2.0 Code release for the T-RO version with epistemic uncertainty estimation.
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(Sep 2025) SiLVR with uncertainty estimation has been accepted by the [IEEE Transactions on Robotics (T-RO)](https://www.ieee-ras.org/publications/t-ro) and it will appear in the [Special Section on Visual SLAM](https://www.ieee-ras.org/publications/t-ro/special-issues/visual-slam). New code will be released also here.
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## Setup
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### Docker

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