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Update JULAIN Journal Club
authored
May 17, 2021
by
Susanne Wenzel
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## Next Meeting
###
17 May
2021 Few-Shot Learning
###
21 June
2021 Few-Shot
and Transfer
Learning
Virtual Meeting using
[
BigBlueButton
](
https://webconf.fz-juelich.de/b/wen-mym-pj7
)
We will discuss one paper:
*
Comparing Transfer and Meta Learning Approaches on a Unified Few-Shot Classification Benchmark
<br>
Vincent Dumoulin, Neil Houlsby, Utku Evci, Xiaohua Zhai, Ross Goroshin, Sylvain Gelly, Hugo Larochelle
<br>
https://arxiv.org/abs/2104.02638
We will discuss:
As background information you may use the following papers
*
Generalizing from a Few Examples: A Survey on Few-Shot Learning
<br>
Yaqing Wang, Quanming Yao, James Kwok, Lionel M. Ni
<br>
https://arxiv.org/abs/1904.05046
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https://ieeexplore.ieee.org/document/5288526
## Schedule for upcoming Meetings
tbd
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## Past Meetings
### 17 May 2021 Few-Shot Learning
*
Comparing Transfer and Meta Learning Approaches on a Unified Few-Shot Classification Benchmark
<br>
Vincent Dumoulin, Neil Houlsby, Utku Evci, Xiaohua Zhai, Ross Goroshin, Sylvain Gelly, Hugo Larochelle
<br>
https://arxiv.org/abs/2104.02638
### 19 April 2021 Model uncertainty
*
A Simple Baseline for Bayesian Uncertainty in Deep Learning
<br>
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