Found 190 document(s)
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Open access biomedical research article published in Poult Sci....
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Open access biomedical research article published in Discov Nano....
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Open access biomedical research article published in Ecol Evol....
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Open access biomedical research article published in Adv Ophthalmol Pract Res....
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Open access biomedical research article published in Bioact Mater....
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Knowledge distillation transfers reasoning capabilities from large language models to lightweight students. However, distilled small models still struggle with multi-step reasoning. We observe that the distribution diver...
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Open access biomedical research article published in J Intensive Med....
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Estimating the correctness of large language model (LLM) predictions without access to ground truth is critical for reliable deployment in high-stakes settings. Existing approaches, such as entropy and perplexity, operat...
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Open access biomedical research article published in J Am Heart Assoc....
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Spin waves (magnons) are intrinsically free of Joule heating during their propagation in magnets. Exploring, understanding, and manipulating such quasiparticles not only helps reveal the exotic magnonic phenomena in cond...
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Open access biomedical research article published in Lasers Med Sci....
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Reusing pretrained medical-imaging models offers an alternative to training from scratch. A model trained for the same task may perform poorly at a new hospital because imaging protocols and preprocessing differ. Effecti...
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Large language models (LLMs) can produce plausible but incorrect answers when they are uncertain, which can mislead users and undermine model reliability. Training models to abstain with reinforcement learning is a natur...
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Monocular occupancy prediction in indoor scenes aims to recover a scene's 3D geometry and semantics from a single RGB image. Existing methods are restricted to a closed set of predefined categories, limiting their abilit...
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Open access biomedical research article published in Iran J Biotechnol....