Web: http://arxiv.org/abs/2209.08527

Sept. 20, 2022, 1:13 a.m. | Yuqing Hu, Stéphane Pateux, Vincent Gripon

cs.CV updates on arXiv.org arxiv.org

Transductive Few-Shot learning has gained increased attention nowadays
considering the cost of data annotations along with the increased accuracy
provided by unlabelled samples in the domain of few shot. Especially in
Few-Shot Classification (FSC), recent works explore the feature distributions
aiming at maximizing likelihoods or posteriors with respect to the unknown
parameters. Following this vein, and considering the parallel between FSC and
clustering, we seek for better taking into account the uncertainty in
estimation due to lack of data, as …

arxiv classification inference

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