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shot在英文里有“一小杯烈酒”的意思。朗文词典（longman）对shot的其中一条权威翻译是： a small amount of a strong alcoholic drink. (一小份高酒精度饮料)。 在咖啡中，shot被定义为一个标准量的咖啡粉（7g左右）做成的浓缩咖啡（注意，这里不止是espresso, 另外还可以是ristretto或者lungo）。1 shot可以简单理解为. One shot or take a shot typically means to attempt something, especially something difficult or risky. 由XX相机拍摄应该是是shot on XX还是shot by XX？ 百度翻译给的是shot by，谷歌翻译给的居然是taken by.但是iPhone宣传用的短语是shot on iPhone，不知道正确的表达应… 显示全部 关注者 8
One-shot learning 指的是我们在训练样本很少，甚至只有一个的情况下，依旧能做预测。 如何做到呢？可以在一个大数据集上学到general knowledge（具体的说，也可以是X->Y的映射），然后再到小数据上有技巧的update。 相关的名词还有 transfer learning , domain adaption。 其实Zero/One-shot learning都属于transfer learning. It can also refer to taking a photograph, taking a drink of alcohol, or shooting a gun Few-shot learning的预测准确率随 way 增加而减小，随 shot 增加而增加。因为对于2-way问题，预测准确率显然要比1000-way问题要高。而对于 shot，一个类别中样本数越多越容易帮助模型找到正确的类别。 少样本学习的基本思想 Few-shot learning的最基本的思想是学一个相似性函数： 来度量两个样本和的相似性.
The shot是指乔丹在1989年5月7日，东部季后赛首轮G5公牛客场对骑士的比赛中，在球队落后1分的情况下投进的压哨绝杀球。 由于当时季后赛首轮采用5场3胜制，第5场就是最后一场。
2. Zero-shot-CoT 零样本思维链（Zero Shot Chain of Thought，Zero-shot-CoT）提示过程是对 CoT prompting 的后续研究，引入了一种非常简单的零样本提示。 他们发现，通过在问题的结尾附加“ Let's think step by step ”这几个词，大语言模型能够生成一个回答问题的思维链。 4. Few-shot 解决VQA问题 文中还验证了CLIP + few-shot learning能给VQA任务带来多少提升，通过在小样本上finetune CLIP模型的部分参数，提升CLIP在zero-shot VQA上的效果。 He should have shot instead of passing. 他本该射门，不该传球。 （强调动作） He practiced for days until he could shoot straight. 他练习多日，直到能够准确命中。 （但字面的意思其实还是指动作到位） 其次，goal可以和不同的动词搭配，比如： He landed four goals in the game. 他射进了. A shot refers to one uninterrupted piece of film that is run through the camera
Hundreds of shots are edited together to make a finished film 2：a take is a single recording of a shot Typically, many takes will be filmed of each shot Later, the editor will choose the best take of each shot and assemble these into the final film.
One shot or take a shot is a colloquial phrase that means to make an attempt at something, typically with a limited or singular opportunity to succeed
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