Parameterized Diffusion Policy learns a behavior manifold to condition diffusion policies on low-dimensional continuous parameters, enabling interpolation between strategies and adaptation to novel constraints without policy weight updates.
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The first systematic review of routine computing synthesizes literature into a taxonomy of temporal, behavioral, cognitive, and variability aspects, outlining applications in health, accessibility, and adaptive support along with persistent challenges.
GAT-MDN uses domain-specific graphs with GATs plus an MDN head to output conditional salary distributions and reports better NLL and MSE than an MLP-MDN baseline on a Dutch job dataset of over 1M records.
Proteus combines static code analysis, runtime signals, and LLM guidance to select burst-buffer data layouts, claiming 91.3% decision accuracy and up to 3.24x/2.9x speedups on write- and metadata-intensive HPC workloads.
A review comparing three consciousness theories and outlining an adversarial collaboration to test their predictions through integrated multi-site experiments.
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