热点追踪是媒体编辑一项非常重要的工作,我们在 MiniMax Agent 的专家社区里,也使用过多次热点追踪的专家。例如当我们要求它基于输入的「春晚被机器人刷屏」这个主题,去搜索最新消息和近期热门话题时;它最后能给我们一份完整详细的长文,但是不够个性化。
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Another way to look at our threshold matrix is as a kind of probability matrix. Instead of offsetting the input pixel by the value given in the threshold matrix, we can instead use the value to sample from the cumulative probability of possible candidate colours, where each colour is assigned a probability or weight . Each colour’s weight represents it’s proportional contribution to the input colour. Colours with greater weight are then more likely to be picked for a given pixel and vice-versa, such that the local average for a given region should converge to that of the original input value. We can call this the N-candidate approach to palette dithering.