Update README.md

README.md

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 Discuss at weiss-ucl.slack.com
 
 
-### -------------------------------
-#### 11th Febrary 2020, 13:00 - 14:00
-#### Topic: Self-supervised Learning
-#### G03 Seminar Room 1, Charles Bell House
-
-#### Paper(s):
-Chen, L., Bentley, P., Mori, K., Misawa, K., Fujiwara, M. and Rueckert, D., 2019. Self-supervised learning for medical image analysis using image context restoration. Medical image analysis, 58, p.101539.  
-[paper link][paper_20200211_01]  
-
-Pathak, D., Krahenbuhl, P., Donahue, J., Darrell, T. and Efros, A.A., 2016. Context encoders: Feature learning by inpainting. In Proceedings of the IEEE conference on computer vision and pattern recognition (pp. 2536-2544).  
-[paper link][paper_20200211_02]  
-
-
-#### Presenter(s): 
-Fernando Perez Garcia
-
-[paper_20200211_01]: https://www.sciencedirect.com/science/article/abs/pii/S1361841518304699
-[paper_20200211_02]: https://arxiv.org/abs/1604.07379
-
-
-
-
-
 
 ### -------------------------------
-#### 18th February 2020, 13:00 - 14:00
-#### Topic: TBC
+#### 25th February 2020, 13:00 - 14:00
+#### Topic: Weakly-supervised Learning
 #### G03 Seminar Room 1, Charles Bell House
 
 #### Paper(s):
-tbc
+Baumgartner, C.F., Kamnitsas, K., Matthew, J., Fletcher, T.P., Smith, S., Koch, L.M., Kainz, B. and Rueckert, D., 2017. SonoNet: real-time detection and localisation of fetal standard scan planes in freehand ultrasound. IEEE transactions on medical imaging, 36(11), pp.2204-2215.  
+[paper link][paper_20200225_01] 
 
 #### Presenter(s): 
 Francisco Vasconcelos
 
 
+[paper_20200225_01]: https://arxiv.org/pdf/1612.05601.pdf
+
+
 
 ### -------------------------------
 #### Future topics:
@@ -56,6 +37,29 @@ Francisco Vasconcelos
 ### -------------------------------
 # Past:
 
+
+
+### -------------------------------
+#### 11th Febrary 2020, 13:00 - 14:00
+#### Topic: Self-supervised Learning
+#### G03 Seminar Room 1, Charles Bell House
+
+#### Paper(s):
+Chen, L., Bentley, P., Mori, K., Misawa, K., Fujiwara, M. and Rueckert, D., 2019. Self-supervised learning for medical image analysis using image context restoration. Medical image analysis, 58, p.101539.  
+[paper link][paper_20200211_01]  
+
+Pathak, D., Krahenbuhl, P., Donahue, J., Darrell, T. and Efros, A.A., 2016. Context encoders: Feature learning by inpainting. In Proceedings of the IEEE conference on computer vision and pattern recognition (pp. 2536-2544).  
+[paper link][paper_20200211_02]  
+
+
+#### Presenter(s): 
+Fernando Perez Garcia
+
+[paper_20200211_01]: https://www.sciencedirect.com/science/article/abs/pii/S1361841518304699
+[paper_20200211_02]: https://arxiv.org/abs/1604.07379
+
+
+
 ### -------------------------------
 #### 28th January 2020, 13:00 - 14:00
 #### Topic: Neural Network Architecture