7 research outputs found
Efficient Curriculum based Continual Learning with Informative Subset Selection for Remote Sensing Scene Classification
We tackle the problem of class incremental learning (CIL) in the realm of
landcover classification from optical remote sensing (RS) images in this paper.
The paradigm of CIL has recently gained much prominence given the fact that
data are generally obtained in a sequential manner for real-world phenomenon.
However, CIL has not been extensively considered yet in the domain of RS
irrespective of the fact that the satellites tend to discover new classes at
different geographical locations temporally. With this motivation, we propose a
novel CIL framework inspired by the recent success of replay-memory based
approaches and tackling two of their shortcomings. In order to reduce the
effect of catastrophic forgetting of the old classes when a new stream arrives,
we learn a curriculum of the new classes based on their similarity with the old
classes. This is found to limit the degree of forgetting substantially. Next
while constructing the replay memory, instead of randomly selecting samples
from the old streams, we propose a sample selection strategy which ensures the
selection of highly confident samples so as to reduce the effects of noise. We
observe a sharp improvement in the CIL performance with the proposed
components. Experimental results on the benchmark NWPU-RESISC45, PatternNet,
and EuroSAT datasets confirm that our method offers improved
stability-plasticity trade-off than the literature
Outline of Fungi and fungus-like taxa
This article provides an outline of the classification of the kingdom Fungi (including fossil fungi. i.e. dispersed spores, mycelia, sporophores, mycorrhizas). We treat 19 phyla of fungi. These are Aphelidiomycota, Ascomycota, Basidiobolomycota, Basidiomycota, Blastocladiomycota, Calcarisporiellomycota, Caulochytriomycota, Chytridiomycota, Entomophthoromycota, Entorrhizomycota, Glomeromycota, Kickxellomycota, Monoblepharomycota, Mortierellomycota, Mucoromycota, Neocallimastigomycota, Olpidiomycota, Rozellomycota and Zoopagomycota. The placement of all fungal genera is provided at the class-, order- and family-level. The described number of species per genus is also given. Notes are provided of taxa for which recent changes or disagreements have been presented. Fungus-like taxa that were traditionally treated as fungi are also incorporated in this outline (i.e. Eumycetozoa, Dictyosteliomycetes, Ceratiomyxomycetes and Myxomycetes). Four new taxa are introduced: Amblyosporida ord. nov. Neopereziida ord. nov. and Ovavesiculida ord. nov. in Rozellomycota, and Protosporangiaceae fam. nov. in Dictyosteliomycetes. Two different classifications (in outline section and in discussion) are provided for Glomeromycota and Leotiomycetes based on recent studies. The phylogenetic reconstruction of a four-gene dataset (18S and 28S rRNA, RPB1, RPB2) of 433 taxa is presented, including all currently described orders of fungi