JULAIN-Journal-Club.md

@@ -41,15 +41,23 @@ The Orga Team is by no means a closed circle, new members are welcome at any tim
 
 ## Next Meeting
 
-### 28 November 2022  
+### 23 January 2023: LAION-5B: An open large-scale dataset for training next generation image-text models
+Jenia Jitsev, Mehdi Cherti
 
-Please note that we move this meeting by one week (28 instead of 21)
+VC: https://zoom.us/j/98911612832?pwd=ZHVtbUorVDFNaWVkSnZMWEVscEVQUT09 <br> 
+Meeting ID: 989 1161 2832<br>
+Passcode: 435699<br>
 
-* VC: https://zoom.us/j/93317283997?pwd=SjZQZDNrbWFrT1hzNE43aEhKRVo1Zz09<br>
-Meeting ID: 933 1728 3997<br>
-Passcode: 059545
+Our work on validating language-vision learning by collecting large-scale text-image LAION-5B dataset and training various scale CLIP models, evaluating those on different downstream tasks like zero-shot     classification, won Outstanding Paper Award at NeurIPS 2022. Work was performed at Scalable Learning & Multi-Purpose AI Lab (Mehdi Cherti & Jenia Jitsev) in collaboration with LAION, UC Berkeley, TU Darmstadt, TU München, University of Washington, Allen AI Institute.<br>
 
-### Reservoir Computing and Beyond 
+We present LAION-5B, an open, publically available dataset of 5.8B image-text pairs and validate it by reproducing results of training state-of-the-art CLIP models of different scale.<br>
+
+Paper: https://openreview.net/forum?id=M3Y74vmsMcY
+
+
+## Past Meetings
+
+### 28 November 2022: Reservoir Computing and Beyond 
 
 [Claudio Gallicchio](https://sites.google.com/site/cgallicch/), Università di Pisa <br>
 claudio.gallicchio@unipi.it
@@ -65,8 +73,6 @@ Reservoir Computing is an appealing methodology to design deep neural networks f
 
 **Invitation and moderation**: Elisabeth Pfaehler(IAS-8)
 
-## Past Meetings
-
 ### 17 October 2022  
 
 **Hybrid format**
@@ -486,4 +492,4 @@ A training schedule using filter pruning and orthogonal reinitialization
 
 
 ---
-last change: 28.11.2022 sw
+last change: 14.12.2022 sw
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