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RT-SDGOD: Real-Time Single-Domain Generalized Object Detection

Announce Type: new Abstract: In real-world deployment under strict real-time constraints, weather and imaging variations induce significant distribution shifts, severely degrading detectors. Single-Domain Generalized Object Detection aims to mitigate this issue, yet existing methods rarely investigate-at the level of problem formulation-the generalization capability of real-time detectors under such constrained inference budgets. To this end, we introduce Real-Time Single-Domain Generalized...

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A prognostic human brain network for diffuse midline glioma

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Texas’ largest school district sees test scores soar after state takeover despite racism claims

The Houston Independent School District (HISD), the largest school system in Texas, has seen dramatic improvements in student grades and test scores across its more than 270 campuses in the years since a state takeover. The sweeping intervention followed years of academic underperformance and drew ongoing accusations of racism and unfairness. Across the district's elementary and middle schools, students in grades 3 through 8 showed substantial improvements in reading and math scores on the...

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