Update JULAIN Journal Club authored by Susanne Wenzel's avatar 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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