Unverified50% confidenceFactExact time
The convolution operation itself is translation equivariant, whereas classification tasks typically require translation invariance.
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50%
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Long-term
Relevance
8/8/2026
First Seen
Sources
谱池化详解：从频域视角重新理解CNN下采样机制
Related Claims
UnverifiedThe convolution operation itself is translation equivariant — when the input is shifted, the output shifts in the same way.75% similarUnverified「分步拆解」策略（将大任务拆成多个明确子任务逐步执行）比一次性发出模糊宏观指令效果更好70% similarUnverifiedBreaking large tasks into independent smaller task units for separate generation followed by manual integration can avoid the consistency degradation caused by context window dilution.70% similarUnverifiedBy splitting tasks into independent contexts for execution, Sub-Agents give each subtask a smaller and more focused instruction set, which can significantly reduce the probability of instruction loss.70% similar
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