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cs.LG2021
Compositional Clustering: Applications to Multi-Label Object Recognition and Speaker Identification
Zeqian Li, Xinlu He, Jacob Whitehill
We consider a novel clustering task in which clusters can have compositional relationships, e.g., one cluster contains images of rectangles, one contains images of circles, and a t…
cs.LG2020
Compositional Embeddings for Multi-Label One-Shot Learning
Zeqian Li, Michael C. Mozer, Jacob Whitehill
We present a compositional embedding framework that infers not just a single class per input image, but a set of classes, in the setting of one-shot learning. Specifically, we prop…