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This paper addresses a foundational gap in risk-sensitive reinforcement learning: the absence of principled, model-free, value-based (Q-learning-style) algorithms for optimizing exponential utility…
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SCOPE addresses a core failure mode in complex text-to-image generation that the authors term the 'Conceptual Rift': even when multi-step systems retrieve information, verify outputs, and attempt r…
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This paper addresses a structural gap in the computer-use agent (CUA) literature: existing surveys organize the field by methods, platforms, benchmarks, or threat categories, but none provide a uni…
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This paper addresses a methodological gap in survival analysis for electronic health record (EHR) data: how to estimate risk effects (covariate coefficients in a semiparametric transformation model…
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TCMIIES (Traditional Chinese Medicine Information Intelligent Extraction System) addresses the practical barrier between LLM-powered information extraction and domain researchers who lack programmi…
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This paper addresses a fundamental failure mode of existing training-free diffusion noise optimization (DNO) methods for human motion generation: they break down when constraints become highly chal…
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This paper addresses a real cost problem with 'think twice' inference-time scaling: methods like Confidence-Informed Self-Consistency (CISC) improve accuracy over vanilla Self-Consistency by having…
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This paper addresses security vulnerabilities in browser agents tasked with performing long-horizon navigation and interaction workflows
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This paper identifies and quantifies a critical evaluation failure mode in large language model (LLM)-based Security Operations Center (SOC) log classification systems, termed parsing-induced suppr…
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This paper tackles one of the hardest problems in non-invasive brain-computer interfaces: decoding imagined speech from MEG without requiring labeled imagined-speech training data
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This paper (Paper VI in a series) investigates why kinematically persistent planes (KPPs) of satellite galaxies form around Milky Way / M31-like hosts in the TNG50 cosmological simulation
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This paper addresses the absolute continuity of generalized Wasserstein barycenters on complete Riemannian manifolds when the transport cost takes the form c(x,y) = h(d_g(x,y)) for a strictly conve…
