Update JULAIN Journal Club authored by Susanne Wenzel's avatar Susanne Wenzel
...@@ -18,17 +18,12 @@ If you’re interested in more details about the Journal Club, please subscribe ...@@ -18,17 +18,12 @@ If you’re interested in more details about the Journal Club, please subscribe
## Next Meeting ## 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) Virtual Meeting using [BigBlueButton](https://webconf.fz-juelich.de/b/wen-mym-pj7)
We will discuss one paper: We will discuss:
* 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
As background information you may use the following papers
* Generalizing from a Few Examples: A Survey on Few-Shot Learning<br> * Generalizing from a Few Examples: A Survey on Few-Shot Learning<br>
Yaqing Wang, Quanming Yao, James Kwok, Lionel M. Ni<br> Yaqing Wang, Quanming Yao, James Kwok, Lionel M. Ni<br>
https://arxiv.org/abs/1904.05046 https://arxiv.org/abs/1904.05046
...@@ -38,7 +33,6 @@ Sinno Jialin Pan; Qiang Yang<br> ...@@ -38,7 +33,6 @@ Sinno Jialin Pan; Qiang Yang<br>
https://ieeexplore.ieee.org/document/5288526 https://ieeexplore.ieee.org/document/5288526
## Schedule for upcoming Meetings ## Schedule for upcoming Meetings
tbd tbd
...@@ -46,6 +40,12 @@ tbd ...@@ -46,6 +40,12 @@ tbd
## Past Meetings ## 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 ### 19 April 2021 Model uncertainty
* A Simple Baseline for Bayesian Uncertainty in Deep Learning<br> * A Simple Baseline for Bayesian Uncertainty in Deep Learning<br>
...@@ -296,4 +296,4 @@ A training schedule using filter pruning and orthogonal reinitialization ...@@ -296,4 +296,4 @@ A training schedule using filter pruning and orthogonal reinitialization
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last change: 12.5.2021 sw last change: 17.5.2021 sw
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