3 citations · 3 across the 2 of their papers we have counts for
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cs.LG2022
Differentiable Mathematical Programming for Object-Centric Representation Learning
Adeel Pervez, Phillip Lippe, Efstratios Gavves
We propose topology-aware feature partitioning into disjoint partitions for given scene features as a method for object-centric representation learning. To this end, we propose…
cs.LG2020
Categorical Normalizing Flows via Continuous Transformations
Phillip Lippe, Efstratios Gavves
Despite their popularity, to date, the application of normalizing flows on categorical data stays limited. The current practice of using dequantization to map discrete data to a co…