Found 2,475 document(s)
Page 59 of 165
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In LLM-agent opinion simulations, each agent reports the probability that a claim is true after seeing its own previous probability and the probabilities reported by its neighbors, and that number becomes its state in th...
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Echocardiography is the cornerstone of cardiovascular diagnostics, yet its global utility is constrained by a critical shortage of experienced interpreters. Current artificial intelligence (AI) solutions remain limited, ...
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Open access biomedical research article published in Int J Nurs Stud Adv....
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Open access biomedical research article published in Front Immunol....
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Open access biomedical research article published in Front Med (Lausanne)....
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Open access biomedical research article published in Chem Sci....
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Open access biomedical research article published in SSM Popul Health....
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Open access biomedical research article published in Clin Transl Radiat Oncol....
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Open access biomedical research article published in Chem Bio Eng....
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Open access biomedical research article published in J Soc Cardiovasc Angiogr Interv....
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We study the fundamental problem of PAC learning positive linear combinations of $k$ arbitrary ReLU activations on $\mathbb{R}^d$ with respect to the Gaussian distribution, in $L_2$ loss. We give the first fully-polynomi...
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Collecting high-quality demonstrations remains a central bottleneck for learning dexterous manipulation. Teleoperation records executable robot actions, but it requires a complete robot setup and places the burden of coo...
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Robust reinforcement learning (RL) is critical for reliable real-world deployment, where policies may fail under diverse shifts and disruptions. Existing robust RL algorithms offer a rich set of mechanisms and principles...
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Training agents for front-end web development requires demonstrations of code editing, execution, browser inspection and revision, yet public trajectories and reusable task environments remain limited. We introduce WebUn...
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Training generalizable embodied agents requires realistic, varied, and simulation-ready indoor environments. Language-guided methods support semantic planning and object-level reasoning, but precise spatial grounding rem...