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One Stone, Three Birds: Self-adaptive Optimal Transport for Multi-VLM Selection, Adaptation, and Ensembling
arXiv:2606.08126v1 Announce Type: new Abstract: Vision-language models (VLMs) enable visual recognition from semantic class descriptions, which makes them attractive when target annotations are scarce or unavailable. Most deployment pipelines, however, first choose a single VLM and then adapt that model to the unlabeled target set. This single-backbone paradigm hides a critical assumption: the selected VLM is already compatible with the target domain.
'De-extincting' the Moa: The audacious bid to bring back the giant bird
There was a time, not so long ago in geological terms, when the forests of New Zealand shook under the weight of something enormous. The moa, flightless, featherless on its neck, standing taller than a basketball hoop, wandered those islands for millions of years before humans arrived and, within a few centuries, hunted it into silence. The largest species stretched past three metres.
Drone mimicking peregrine falcon gives hope to strawberry growers
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More than 800 feedback cases a year lodged with NParks over pet parrots as popularity grows in Singapore
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‘Shock’ as rare white-tailed eagle born in UK disappears in suspicious circumstances
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A motorhome, a £3k coffee machine and a book of Sturgeon speeches: What Peter Murrell bought with embezzled SNP funds
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Octopuses learn mirror-guided navigation to locate prey
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How pigeons exploit magnetic fields for navigation
Scientists have long known that migrating birds and homing pigeons navigate in part by sensing the Earth's magnetic fields, especially at night or in overcast conditions when visual landmarks or sunshine are in short supply. But exactly where this magneto-sensing occurs in the body—and the mechanism that enables it—remains a matter of intense debate. A new paper published in the journal Science suggests that homing pigeons have iron-rich immune cells in their livers that help them detect...