Are Few-Shot Learning Benchmarks too Simple ? Solving them without Task Supervision at Test-Time

22 February 2019

Papers citing "Are Few-Shot Learning Benchmarks too Simple ? Solving them without Task Supervision at Test-Time"

5 / 5 papers shown

Title
Learning from Few Examples: A Summary of Approaches to Few-Shot Learning Archit Parnami Minwoo Lee MQ 27 157 0 07 Mar 2022
Locality and compositionality in zero-shot learning Tristan Sylvain Linda Petrini R. Devon Hjelm 21 56 0 20 Dec 2019
Learning to Discover Novel Visual Categories via Deep Transfer Clustering Kai Han Andrea Vedaldi Andrew Zisserman SSL 21 291 0 26 Aug 2019
Variational Wasserstein Clustering Liang Mi Wen Zhang X. Gu Yalin Wang OT 56 42 0 23 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 341 11,684 0 09 Mar 2017