A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2020; you can also visit the original URL.
The file type is
We find that on the generalized zero-shot classification task CLAREL consistently outperforms the existing approaches on both datasets. ... On top of that, we provide a probabilistic justification for a metric rescaling approach that solves a very common problem in the generalized zero-shot learning setting, i.e., classifying test images from ... Table 1 : 1 Generalized zero-shot Top-1 classification accuracy. ...arXiv:1906.11892v3 fatcat:6xt4awflxrbhbdyk7gu77irh7a
We evaluate our approach on two fine-grained zero-shot datasets: CUB and FLOWERS. ... The key novelty of this paper is that it shows that using per-image semantic supervision leads to substantial improvement in zero-shot performance over using class-only supervision. ... Table 3 : 3 Generalized zero-shot Top-1 classification accuracy. ...doi:10.1109/cvprw50498.2020.00466 dblp:conf/cvpr/OreshkinRPP20 fatcat:igsdrqgsm5a2xps3jh7otmtu7i
Well, in a way, that is quite a lot to lose." 2 Nabokov, by contrast, suffered his fall into the world of time and loss precociously early, and all of his later literary conquests of time--via the "durable ... Cass Mastern lived for a few years and in that time he learned that the world is all of one piece: -He learned that the world is like an enormous spider web and if you touch it, however lightly, at any ...doi:10.2307/2925260 fatcat:ss6jjq6uo5bplbnacdfavaqzqm