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May 12 · 4 min read · Contemporary landscape and benchmark infrastructure Framing the problem and the benchmark Time series analysis continues to expand beyond traditional statistics, and one practical contribution that frames much current work is the Time Series Library ...
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May 12 · 4 min read · Learning Distributed Control with a Guided Central Critic Context and framing At first glance the problem addressed here is familiar but thorny: coordinating many simple agents that only see locally while achieving coherent, group-level behaviors. Th...
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May 12 · 4 min read · Global Positioning System as Infrastructure for Distributed Systems Context and objectives Global Positioning System appears to be shifting from pure navigation into a foundational timing and location service for networks, and the surveyed material s...
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May 12 · 4 min read · Deep temporal models for actionable ICU intervention prediction Context and high-level aims At first glance the clinical problem is straightforward but practically thorny: anticipating invasive therapies in the intensive care unit so clinicians can p...
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May 11 · 4 min read · Global–Local Transformer Design for Monocular Depth Context and motivation At first glance the problem the authors address—improving single-image depth prediction—feels familiar, yet their combination of ideas is notable. The paper leans on a hierarc...
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