https://jared-mac.github.io/publication_types/3/3Hugo Blox Builder (https://hugoblox.com)en-usThu, 01 Jan 2026 00:00:00 +0000https://jared-mac.github.io/media/icon_hu_645fa481986063ef.pnghttps://jared-mac.github.io/publication_types/3/https://jared-mac.github.io/publication/preprint/mantis/Thu, 01 Jan 2026 00:00:00 +0000https://jared-mac.github.io/publication/preprint/mantis/<p>MANTIS evaluates task-conditioned split compression on UAVid semantic segmentation, WAID wildlife detection, and Boreal Fire smoke detection. The system improves the low- and mid-rate task-utility frontier, reducing bitrate by up to 62.2% at matched downstream accuracy and improving average normalized task accuracy by up to 9.3% at matched bitrate relative to the best non-conditioned or static baseline at the matched comparison point.</p>