JULAIN-Journal-Club.md

@@ -38,6 +38,8 @@ To get access to the paper, klick at the PDF button and login with Forschungszen
 
 ### 19 July 2021 Few-Shot Learning
 
+_maybe summer break_
+
 * A Baseline for few-shot image classification<br>
 Guneet S. Dhillon, Pratik Chaudhari, Avinash Ravichandran, Stefano Soatto,  ICLR 2020 <br>
 https://arxiv.org/pdf/1909.02729.pdf
@@ -48,12 +50,19 @@ https://arxiv.org/abs/1904.04232
 
 ### 16 August 2021
 
-tbd
+tbd _maybe summer break_
+
+### List of proposals
 
 * Bayesian Meta-Learning for the Few-Shot Setting via Deep Kernels<br>
 Massimiliano Patacchiola, Jack Turner, Elliot J. Crowley, Michael O'Boyle, Amos Storkey, NeurIPS 2020 <br>
 https://arxiv.org/abs/1910.05199
 
+* Reed et al, 2021, Self-Supervised Pretraining Improves Self-Supervised Pretraining<br>
+https://arxiv.org/pdf/2103.12718.pdf
+
+* Yoshua Bengio, 2012, Deep Learning of Representations for Unsupervised and Transfer Learning<br>
+http://proceedings.mlr.press/v27/bengio12a/bengio12a.pdf
 
 ## Past Meetings