51 citations · 100 across the 15 of their papers we have counts for
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cs.LG2017★ 51 cited
Independently Controllable Factors
Valentin Thomas, Jules Pondard, Emmanuel Bengio +6
It has been postulated that a good representation is one that disentangles the underlying explanatory factors of variation. However, it remains an open question what kind of traini…
cs.LG2017★ 39 cited
Independently Controllable Features
Emmanuel Bengio, Valentin Thomas, Joelle Pineau +2
Finding features that disentangle the different causes of variation in real data is a difficult task, that has nonetheless received considerable attention in static domains like na…