Conceptcycle consistency
Cycle Consistency
A training constraint that requires no paired data. Its core idea is that mapping a representation from one domain to another and then back should recover the original representation. It is commonly used in cross-domain mapping or alignment tasks.
Timeline (last 90 days)
Oct 14
Cycle consistency as a training constraint can enhance recoverability, but its improvement on direct retrieval and token consistency is almost zero.
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