18 citations · 63 across the 11 of their papers we have counts for
Showing 2018Show all
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cs.NE2018★ 10 cited
On the role of neurogenesis in overcoming catastrophic forgetting
German I. Parisi, Xu Ji, Stefan Wermter
Lifelong learning capabilities are crucial for artificial autonomous agents operating on real-world data, which is typically non-stationary and temporally correlated. In this work,…
cs.CV2018★ 18 cited
Invariant Information Clustering for Unsupervised Image Classification and Segmentation
Xu Ji, João F. Henriques, Andrea Vedaldi
We present a novel clustering objective that learns a neural network classifier from scratch, given only unlabelled data samples. The model discovers clusters that accurately match…